From ad651155ad8080e11982a417540cbce45a7589cc Mon Sep 17 00:00:00 2001 From: LoopX Agent <337587101+loopx-agent@users.noreply.github.com> Date: Thu, 5 Nov 2026 17:09:04 +0800 Subject: [PATCH 1/8] Recognize direct exec results in the trajectory tool inventory Signed-off-by: LoopX Agent <337587101+loopx-agent@users.noreply.github.com> (cherry picked from commit 8e9946dd7e6efabcae60c68abb2812e1712db374) Signed-off-by: LoopX Agent <337587101+loopx-agent@users.noreply.github.com> --- .../trajectory_tool_context.py | 19 +++++++++---- .../test_trajectory_input_capture.py | 28 +++++++++++++++---- .../test_trajectory_tool_context.py | 23 +++++++++++++-- 3 files changed, 56 insertions(+), 14 deletions(-) diff --git a/loopx/capabilities/benchmark_toolkit/trajectory_tool_context.py b/loopx/capabilities/benchmark_toolkit/trajectory_tool_context.py index 5bbe4c6e06..0cf8c0647e 100644 --- a/loopx/capabilities/benchmark_toolkit/trajectory_tool_context.py +++ b/loopx/capabilities/benchmark_toolkit/trajectory_tool_context.py @@ -35,19 +35,26 @@ def _argv(command: str, depth: int = 0) -> list[str] | None: def _literal_exec_argv(script: object) -> list[str] | None: """Recognize one complete literal exec wrapper, never arbitrary JavaScript. - Codex's custom exec tool commonly wraps one exec_command in const/await/text. + Accept the stored-result and directly returned forms of one exec_command. Accept only JSON-valued object properties and one return; calls, spreads, interpolation, multiple commands and computed properties remain unknown. """ if not isinstance(script, str): return None - match = re.fullmatch( - r"\s*const\s+([A-Za-z_]\w*)\s*=\s*await\s+tools\.exec_command\(\s*\{(.*)\}\s*\)\s*;" - r"\s*text\(\s*\1(?:\.output)?\s*\)\s*;?\s*", script, re.S, + invocation = r"await\s+tools\.exec_command\(\s*\{(?P.*)\}\s*\)" + wrappers = ( + r"const\s+(?P[A-Za-z_]\w*)\s*=\s*" + invocation + + r"\s*;\s*text\(\s*(?P=result)(?:\.output)?\s*\)", + r"text\(\s*" + invocation + r"\s*\)", + r"text\(\s*\(\s*" + invocation + r"\s*\)\.output\s*\)", ) - if match is None: + for wrapper in wrappers: + match = re.fullmatch(wrapper + r"\s*;?", script.strip(), re.S) + if match is not None: + break + else: return None - rest, values = match[2].strip(), {} + rest, values = match["options"].strip(), {} decoder = json.JSONDecoder() while rest: key = re.match(r'(?:"([A-Za-z_]\w*)"|([A-Za-z_]\w*))\s*:\s*', rest) diff --git a/tests/capabilities/test_trajectory_input_capture.py b/tests/capabilities/test_trajectory_input_capture.py index 3753ae217f..a2e4c59817 100644 --- a/tests/capabilities/test_trajectory_input_capture.py +++ b/tests/capabilities/test_trajectory_input_capture.py @@ -107,11 +107,15 @@ def test_invalid_optional_observation_cannot_erase_native_counters_or_escape_roo assert usage["projection"]["loopx_input"]["status"] == "unavailable" -def test_tool_inventory_is_opt_in_separate_and_retains_native_counter_identity(tmp_path): +@pytest.mark.parametrize('wrapper', [ + 'const r = await tools.exec_command({cmd: "loopx quota context-read"}); text(r.output);', + 'text(await tools.exec_command({cmd: "loopx quota context-read"}))', + 'text((await tools.exec_command({cmd: "loopx quota context-read"})).output)', +]) +def test_tool_inventory_is_opt_in_separate_and_retains_native_counter_identity(tmp_path, wrapper): _, rows = native_trace(tmp_path) tool = [{'type': 'response_item', 'payload': {'type': 'custom_tool_call', - 'name': 'exec', 'call_id': 'tool', 'input': - 'const r = await tools.exec_command({cmd: "loopx quota context-read"}); text(r.output);'}}, + 'name': 'exec', 'call_id': 'tool', 'input': wrapper}}, {'type': 'response_item', 'payload': {'type': 'custom_tool_call_output', 'call_id': 'tool', 'output': '状态已保存'}}] path = tmp_path / 'usage.jsonl' @@ -128,10 +132,17 @@ def test_tool_inventory_is_opt_in_separate_and_retains_native_counter_identity(t assert path.read_bytes() == raw -def test_real_cli_registers_recorded_component_without_model_execution(tmp_path): +@pytest.mark.parametrize("direct_call", [False, True]) +def test_real_cli_registers_recorded_component_without_model_execution(tmp_path, direct_call): from loopx.capabilities.benchmark_toolkit.trajectory_assessment_store import inspect_pack - source, _ = native_trace(tmp_path) + source, rows = native_trace(tmp_path) + if direct_call: + call = {"type": "custom_tool_call", "call_id": "tool", "name": "exec", + "input": 'text(await tools.exec_command({cmd: "loopx status"}))'} + reply = {"type": "custom_tool_call_output", "call_id": "tool", "output": "saved"} + items = [{"type": "response_item", "payload": item} for item in (call, reply)] + (tmp_path / "usage.jsonl").write_text("\n".join(map(json.dumps, rows[:2] + items + rows[2:]))) evidence = "Synthetic fixed negative result." (tmp_path / "evidence.txt").write_text(evidence) data = {"schema_version": "trajectory_assessment_input_v1", @@ -155,6 +166,11 @@ def test_real_cli_registers_recorded_component_without_model_execution(tmp_path) registered = json.loads(result.stdout) view = inspect_pack(runtime_root=runtime, owner_goal_id="research", pack_id=registered["pack_id"]) assert view["solver_usage"]["projection"]["loopx_input"]["input_fraction"] == 0.02 - assert view["solver_usage"]["projection"]["tool_context"]["loopx_tool_output_fraction"] is None + inventory = view["solver_usage"]["projection"]["tool_context"] + if direct_call: + assert inventory["operations"] == [{"operation": "status", "calls": 1, "bytes": 5}] + assert inventory["loopx_tool_output_fraction"] == 1.0 + else: + assert inventory["loopx_tool_output_fraction"] is None assert view["job"] is None and view["result"] is None assert "hello world" not in json.dumps(view) diff --git a/tests/capabilities/test_trajectory_tool_context.py b/tests/capabilities/test_trajectory_tool_context.py index 9cbf4b1bcb..a7a1cec8d1 100644 --- a/tests/capabilities/test_trajectory_tool_context.py +++ b/tests/capabilities/test_trajectory_tool_context.py @@ -30,6 +30,25 @@ def test_literal_shell_and_exec_wrapper_are_parsed_without_execution(tmp_path): assert not marker.exists() +@pytest.mark.parametrize('script', [ + 'text(await tools.exec_command({cmd: "loopx --format json quota context-read"}))', + 'text((await tools.exec_command({\n cmd: "loopx --format json quota context-read", tty: false})).output);', +]) +def test_direct_result_wrappers_preserve_one_literal_invocation(script): + assert _literal_exec_argv(script) == ['loopx', '--format', 'json', 'quota', 'context-read'] + + +@pytest.mark.parametrize('script', [ + 'text(await tools.exec_command({cmd: "loopx status"})); text(await tools.exec_command({cmd: "pytest"}));', + 'text((await tools.exec_command({cmd: "loopx status"})).output + extra)', + 'text(await tools.exec_command({cmd: "loopx status && pytest"}))', + 'text((await tools.exec_command({...opts, cmd: "loopx status"})).output)', + 'text(await tools.exec_command({cmd: `loopx ${command}`}))', +]) +def test_direct_wrapper_rejects_mixed_or_dynamic_work(script): + assert _literal_exec_argv(script) is None + + def test_projection_uses_native_response_items_not_mirrors_or_model_prose(): def item(payload): return {'type': 'response_item', 'payload': payload} @@ -43,13 +62,13 @@ def item(payload): item({'type': 'message', 'role': 'assistant', 'content': [{'text': 'loopx status'}]}), item({'type': 'custom_tool_call', 'call_id': 'js', 'name': 'exec', 'input': 'text(await tools.exec_command({cmd: "loopx status"}));'}), - item({'type': 'custom_tool_call_output', 'call_id': 'js', 'output': 'unassigned'})] + item({'type': 'custom_tool_call_output', 'call_id': 'js', 'output': 'saved'})] result = project_tool_context(rows) assert result[0]['argv'] == ['loopx', 'status'] assert result[1]['bytes'] == 15 assert result[1]['sha256'] == hashlib.sha256(output.encode()).hexdigest() assert result[2] == {'line': 4, 'kind': 'message', 'bytes': 6, 'unmeasured_parts': 1} - assert result[3]['argv'] is None + assert result[3]['argv'] == ['loopx', 'status'] assert output not in json.dumps(result, ensure_ascii=False) assert len(result) == 5 From 9016ba74d7bc8f55e1ef03d0a271e0e207aff1f7 Mon Sep 17 00:00:00 2001 From: LoopX Agent <337587101+loopx-agent@users.noreply.github.com> Date: Thu, 5 Nov 2026 18:54:44 +0800 Subject: [PATCH 2/8] feat(research): compare real captured LoopX request usage Signed-off-by: LoopX Agent <337587101+loopx-agent@users.noreply.github.com> --- .../dashboard/smoke/research-usage-real.ts | 164 + .../research-usage-real-captures.json | 5875 +++++++++++++++++ .../goal-research-analysis.tsx | 13 +- .../goal-research-progress.css | 23 + .../goal-research-progress.tsx | 5 +- .../research-usage-comparison.tsx | 133 + docs/reference/trajectory-assessment.md | 65 + .../research-history-backend.py | 2 +- .../research-real-benchmark.mjs | 2 + .../trajectory_assessment_store.py | 19 + .../trajectory_assessment_types.ts | 12 + .../capabilities/trajectory_codex_usage.ts | 5 + .../capabilities/trajectory_loopx_requests.ts | 87 + .../capabilities/trajectory_tool_context.ts | 4 +- .../trajectory_usage_comparison.ts | 101 + .../control_plane/effect_runtime_handlers.ts | 1 + loopx/presentation/research_analysis_api.py | 14 +- .../test_trajectory_input_capture.py | 11 +- .../trajectory_codex_usage.test.ts | 3 +- .../trajectory_usage_comparison.test.ts | 157 + .../test_research_analysis_api.py | 28 + 21 files changed, 6714 insertions(+), 10 deletions(-) create mode 100644 apps/presentation/dashboard/smoke/research-usage-real.ts create mode 100644 apps/presentation/dashboard/src/data/fixtures/research-usage-real-captures.json create mode 100644 apps/presentation/dashboard/src/features/personal-workspace/research-usage-comparison.tsx create mode 100644 loopx/control_plane/capabilities/trajectory_loopx_requests.ts create mode 100644 loopx/control_plane/capabilities/trajectory_usage_comparison.ts create mode 100644 tests/control_plane_ts/trajectory_usage_comparison.test.ts diff --git a/apps/presentation/dashboard/smoke/research-usage-real.ts b/apps/presentation/dashboard/smoke/research-usage-real.ts new file mode 100644 index 0000000000..03366b9928 --- /dev/null +++ b/apps/presentation/dashboard/smoke/research-usage-real.ts @@ -0,0 +1,164 @@ +/** Frozen, real nine-hour counter projections. Synthetic cases are limited to + * transport failure, cancellation and stale-source boundaries, never outcomes. */ +import assert from 'node:assert/strict'; +import {createHash} from 'node:crypto'; +import {mkdtemp, readFile, rm, writeFile} from 'node:fs/promises'; +import {tmpdir} from 'node:os'; +import {resolve} from 'node:path'; +import type {Browser, Page} from 'playwright'; + +type Owner = {base: string; close(): Promise}; +type Context = {repoRoot: string; outputDir: string; startOwner(path: string): Promise}; + +export async function readRealUsage(browser: Browser, context: Context) { + const source = JSON.parse(await readFile(resolve(context.repoRoot, + 'apps/presentation/dashboard/src/data/fixtures/research-usage-real-captures.json'), 'utf8')); + const directory = await mkdtemp(resolve(tmpdir(), 'loopx-usage-display-')); + const path = resolve(directory, 'readbacks.json'); + const records: Record = {}; + const record = (key: string, query: Record, response: unknown) => { + records[key] = {request_path: '/api/chat/research-analysis?' + new URLSearchParams(query), response, + response_sha256: createHash('sha256').update(JSON.stringify(response)).digest('hex')}; + }; + const ids: string[] = source.packs.map((p: {pack_id: string}) => p.pack_id); + for (const language of ['original', 'zh', 'en']) { + const identities = source.readback_identities[language]; + const packs = source.packs.map((p: {pack_id: string}) => ({...p, ...identities[p.pack_id]})); + const query = {goal_id: source.owner_goal_id, ...(language === 'original' ? {} : {output_language: language})}; + for (const pack of packs) { + const response = {ok: true, execution_enabled: false, + catalog: {availability: 'available', reason_code: null, default_pack_id: source.default_pack_id, packs}, pack}; + record(`${language}:${pack.pack_id}`, {...query, pack_id: pack.pack_id}, response); + if (pack.pack_id === source.default_pack_id) record(language, query, response); + for (const reference of ids.filter(id => id !== pack.pack_id)) { + record(`${language}:${pack.pack_id}:${reference}`, {...query, pack_id: pack.pack_id, compare_pack_id: reference}, + source.comparisons[`${pack.pack_id}:${reference}`]); + } + } + } + await writeFile(path, JSON.stringify({goal_id: source.owner_goal_id, display_name: 'LoopX Benchmark', events: [], analysis_readbacks: records})); + let owner: Owner | undefined, page: Page | undefined; + let mutations = 0; + try { + owner = await context.startOwner(path); + page = await browser.newPage({viewport: {width: 1440, height: 900}}); + await page.addInitScript(() => localStorage.setItem('loopx-pw-locale', + new URLSearchParams(location.search).get('fixture_language') === 'zh' ? 'zh-CN' : 'en')); + page.on('request', request => {if (request.method() !== 'GET') mutations++;}); + const open = async (index: number, language = 'en', reference?: number) => { + const query = new URLSearchParams({goalId: source.owner_goal_id, view: 'research', + fixture_language: language, + research_analysis_goal: source.owner_goal_id, research_pack: ids[index]!, + ...(reference === undefined ? {} : {research_compare: ids[reference]!})}); + await page!.goto(`${owner!.base}/chat/?${query}`); + await page!.waitForFunction(() => document.querySelector('.research-history')?.getAttribute('aria-busy') === 'false'); + const progress = page!.locator('.research-progress'); + await progress.getByRole('combobox', {name: language === 'zh' ? '评估范围' : 'Evaluation scope', exact: true}).waitFor(); + await progress.locator(`[data-pack-id="${ids[index]}"]`).waitFor(); + if (!await progress.locator('.research-progress-basis').evaluate(element => (element as HTMLDetailsElement).open)) { + await progress.locator('.research-progress-basis > summary').click(); + } + const comparison = progress.locator('.research-usage-comparison'); + if (!await comparison.evaluate(element => (element as HTMLDetailsElement).open)) await comparison.locator(':scope > summary').click(); + return comparison; + }; + const codec = await open(0, 'en', 1); + await codec.locator('table').waitFor(); + assert.match(await codec.innerText(), /share fell while its absolute input rose/); + const row = (label: string) => codec.getByRole('row').filter({has: page!.getByRole('rowheader', {name: label, exact: true})}); + assert.deepEqual(await row('All-request input (includes cache)').locator('td').allTextContents(), ['184,098,417', '95,917,713', '+88,180,704']); + assert.deepEqual(await row('LoopX command requests · whole input').locator('td').allTextContents(), ['10,358,194', '5,561,624', '+4,796,570']); + assert.deepEqual(await row('Control text / input').locator('td').allTextContents(), ['—', '—', '— pp']); + assert.deepEqual(await row('LoopX command requests / input').locator('td').allTextContents(), ['5.6%', '5.8%', '-0.17 pp']); + assert.match(await page.getByRole('region', {name: 'Requests issuing LoopX commands', exact: true}).innerText(), /74 \/ 997.*incomplete attribution/); + await codec.locator('.research-comparison-sources > details > summary').first().click(); + assert.match(await codec.innerText(), /codec-sol-xhigh-03-explore-on-fourarm-r12-a2/); + assert.match(await codec.innerText(), /78a399ae364790c30481e448276c9dddb57b00ee1ddc61300110d45673243be8/); + assert.equal(await page.getByRole('button', {name: /Analyze selected scope|用中文分析/}).count(), 0); + for (const width of [1440, 390]) { + await page.setViewportSize({width, height: 900}); + await codec.scrollIntoViewIfNeeded(); + assert.equal(await page.evaluate(() => document.documentElement.scrollWidth > innerWidth), false); + assert((await codec.locator('caption').boundingBox())!.height < 80, + 'The narrow caption must remain a line, not one character per row'); + await page.screenshot({path: resolve(context.outputDir, `research-usage-real-codec-en-${width}.png`), animations: 'disabled'}); + } + await codec.getByRole('combobox').selectOption(ids[2]!); + await codec.getByRole('status').filter({hasText: 'cannot be aligned'}).waitFor(); + assert.equal(await codec.locator('table').count(), 0, 'Cross-case selection must remove the old comparison'); + await page.goBack(); + await page.locator('.research-progress-basis > summary').waitFor(); + if (!await page.locator('.research-progress-basis').evaluate(element => (element as HTMLDetailsElement).open)) { + await page.locator('.research-progress-basis > summary').click(); + } + if (!await codec.evaluate(element => (element as HTMLDetailsElement).open)) await codec.locator(':scope > summary').click(); + await codec.locator('table').waitFor(); + assert.equal(await codec.getByRole('combobox').inputValue(), ids[1]); + const grid = await open(2, 'zh', 3); + await grid.locator('table').waitFor(); + assert.match(await page.getByRole('region', {name: 'LoopX 命令请求', exact: true}).innerText(), /58 \/ 818/); + assert.match(await grid.innerText(), /10,759,031/); + assert.match(await grid.innerText(), /373,449/); + await page.reload(); + await page.locator('.research-progress-basis > summary').click(); + const restored = page.locator('.research-usage-comparison'); + await restored.locator(':scope > summary').click(); + await restored.locator('table').waitFor(); + assert.equal(await restored.getByRole('combobox').inputValue(), ids[3]); + await restored.locator(':scope > summary').focus(); + await page.keyboard.press('Enter'); + assert.equal(await restored.evaluate(element => (element as HTMLDetailsElement).open), false); + await page.keyboard.press('Enter'); + await restored.locator('table').waitFor(); + await page.screenshot({path: resolve(context.outputDir, 'research-usage-real-grid-zh-390.png'), animations: 'disabled'}); + + // An explicit transient transport failure cannot retain an earlier number. + const endpoint = '**/api/chat/research-analysis?*'; + await page.route(endpoint, route => new URL(route.request().url()).searchParams.has('compare_pack_id') + ? route.fulfill({status: 503, contentType: 'application/json', body: JSON.stringify({error: 'Source unavailable'})}) : route.continue()); + await restored.locator(':scope > summary').click(); + await restored.locator(':scope > summary').click(); + await restored.getByRole('alert').waitFor(); + assert.equal(await restored.locator('table').count(), 0); + await page.unroute(endpoint); + await restored.getByRole('button', {name: '重试读取', exact: true}).click(); + await restored.locator('table').waitFor(); + + // Cancel a delayed successful response; its late completion cannot win. + let release!: () => void; + const released = new Promise(accept => {release = accept;}); + let started!: () => void; + const pending = new Promise(accept => {started = accept;}); + await page.route(endpoint, async route => { + const query = new URL(route.request().url()).searchParams; + if (!query.has('compare_pack_id')) return route.continue(); + started(); await released; + await route.fulfill({json: source.comparisons[`${ids[2]}:${ids[3]}`]}).catch(() => {}); + }); + await restored.locator(':scope > summary').click(); + await restored.locator(':scope > summary').click(); + await pending; + await restored.getByRole('button', {name: '取消读取', exact: true}).click(); + assert.match(await restored.innerText(), /已取消读取对照/); + assert.equal(await restored.locator(':scope > summary').evaluate(element => element === document.activeElement), true); + release(); await page.unrouteAll({behavior: 'wait'}); + assert.equal(await restored.locator('table').count(), 0); + await restored.getByRole('button', {name: '重试读取', exact: true}).click(); + await restored.locator('table').waitFor(); + const readback = await (await page.request.get(`${owner.base}/fixture/readback`)).json(); + assert.equal(readback.source_unchanged, true); + assert.equal(readback.mutation_attempts, 0); + assert.equal(mutations, 0, 'Browsing, language, comparison, back, reload, cancellation and retry are GET-only'); + return {real_captures: 4, native_responses: 3325, recognized: [74, 30, 58, 4], model_calls: 0, source_unchanged: true}; + } catch (error) { + if (page) console.error('Real usage readback failure', await page.evaluate(() => ({ + query: location.search, comparison: document.querySelector('.research-usage-comparison')?.textContent?.slice(0,1200), + selections: [...document.querySelectorAll('.research-progress select')].map(element => (element as HTMLSelectElement).value), + disclosures: [...document.querySelectorAll('.research-progress details')].map(element => ({ + name: element.querySelector('summary')?.textContent?.slice(0,80), open: (element as HTMLDetailsElement).open})).slice(-4), + }))); + throw error; + } finally { + await page?.close(); await owner?.close(); await rm(directory, {recursive: true, force: true}); + } +} diff --git a/apps/presentation/dashboard/src/data/fixtures/research-usage-real-captures.json b/apps/presentation/dashboard/src/data/fixtures/research-usage-real-captures.json new file mode 100644 index 0000000000..8c19c9b835 --- /dev/null +++ b/apps/presentation/dashboard/src/data/fixtures/research-usage-real-captures.json @@ -0,0 +1,5875 @@ +{ + "schema_version": "research_usage_display_fixture_v1", + "boundary": "Frozen display projections of four registered first-nine-hour solver captures. No raw prompts, tool arguments, trajectories, scoring internals or billing data. Descriptive observations, not live execution, matched-study qualification or causal benefit.", + "methods": { + "request_counters": "codex_request_reconciliation_v1", + "command_association": "codex_ordered_loopx_requests_v1", + "input_attribution": "Not captured; unknown, not zero." + }, + "lineage": [ + { + "original_pack_id": "68e433daa1b2f13318f683164004afc799e604fc4fdc7e0ba1cb1bc7e2c24307", + "candidate_pack_id": "691b0e483bdfb23ba3076ee69053008662de2bc04bee6c18f8af657c95704f71", + "source_sha256": "78a399ae364790c30481e448276c9dddb57b00ee1ddc61300110d45673243be8" + }, + { + "original_pack_id": "247d226ac836938e63281ced05ad04c4e5326883e81a2ea6846aa4f48c0086dc", + "candidate_pack_id": "7402d72472caa8c3f956643ceeead684691a36d3ae5f0d7438cfb11b838a841f", + "source_sha256": "a6a0acf70df5dde067ee06de20a5c3f28fde9f245714b2dfca206cfe5e7e0e25" + }, + { + "original_pack_id": "c3e4fb9bfd4f00360d96ba06f0a606d86ee0caa30ec4778144d7fb9cd5f8a469", + "candidate_pack_id": "9dd0a7e3457f190f19140db65fdc2e79c341bd12d84daa2d20bada99ebdece78", + "source_sha256": "c94b4715cf57c45b9a680bb803c79601f0424eb9b166cf63ee38044fa26ce37f" + }, + { + "original_pack_id": "e36bf9c8c69f798822272755892ce040bf425fd248a1c241db4b2515265a2c87", + "candidate_pack_id": "0879d189427e61688e2ff28b0ffd5949f149f62f2297a2f39ca3cc5335bcb709", + "source_sha256": "00c024cd300a8521a8246410c6459c75610b217b6a1317314a4796ac086ab2e1" + } + ], + "packs": [ + { + "ok": true, + "pack_id": "691b0e483bdfb23ba3076ee69053008662de2bc04bee6c18f8af657c95704f71", + "title": "Codec · context-on · 前 9 小时控制开销", + "scope": { + "goal_id": "benchmark-goal", + "case_id": "Codec", + "run_id": "codec-sol-xhigh-03-explore-on-fourarm-r12-a2", + "revision": "b2b95bb60725ea9d43a1308947bc34de33ff6946", + "window": "First 9 hours from solver start, native receipt time [start,end), all captured responses." + }, + "selection": { + "rule": "该运行前九小时的全部请求", + "population_episodes": 1, + "exhaustive": true + }, + 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"ok": true, + "comparison": { + "method": "trajectory_usage_comparison_v1", + "status": "unavailable", + "reason": "capture_scope_mismatch" + } + }, + "0879d189427e61688e2ff28b0ffd5949f149f62f2297a2f39ca3cc5335bcb709:7402d72472caa8c3f956643ceeead684691a36d3ae5f0d7438cfb11b838a841f": { + "ok": true, + "comparison": { + "method": "trajectory_usage_comparison_v1", + "status": "unavailable", + "reason": "capture_scope_mismatch" + } + }, + "0879d189427e61688e2ff28b0ffd5949f149f62f2297a2f39ca3cc5335bcb709:9dd0a7e3457f190f19140db65fdc2e79c341bd12d84daa2d20bada99ebdece78": { + "ok": true, + "comparison": { + "method": "trajectory_usage_comparison_v1", + "status": "observed", + "qualification": "descriptive_only", + "left": { + "pack_id": "0879d189427e61688e2ff28b0ffd5949f149f62f2297a2f39ca3cc5335bcb709", + "title": "Grid · context-off · 前 9 小时控制开销", + "total": { + "input": 162277188, + "cached": 160540672, + "uncached": 1736516, + "output": 949915, + "requests": 956 + }, + "input": { + "tokens": null, + "fraction": null, + "attributed_requests": 0, + "total_requests": 956, + "unattributed_requests": 956, + "status": "unavailable", + "method": null + }, + "commands": { + "input": 373449, + "cached": 361728, + "uncached": 11721, + "output": 1400, + "fraction": 0.002301303125858947, + "uncached_fraction": 0.006749721856867429, + "recognized_requests": 4, + "mixed_call_requests": 0, + "unclassified_calls": 925, + "unmatched_calls": 0, + "model_seconds": null, + "charged_cost": null + }, + "source": { + "scope": { + "goal_id": "benchmark-goal", + "case_id": "Grid", + "run_id": "grid-sol-xhigh-stride-context-off-20261104-18h-r10-auth01", + "revision": "603a75e5f197a0c2cf2cd575fbdfc168a8c6be7b", + "window": "First 9 hours from solver start, native receipt time [start,end), all captured responses." + }, + "artifact": "session-prefix.jsonl", + "sha256": "00c024cd300a8521a8246410c6459c75610b217b6a1317314a4796ac086ab2e1", + "session_id": "01a1a621-78a4-7f92-bafc-4923d4ca4864", + "start": "2026-11-04T10:36:17.181Z", + "end": "2026-11-04T19:35:34.303Z", + "request_method": "codex_request_reconciliation_v1", + "command_method": "codex_ordered_loopx_requests_v1" + } + }, + "right": { + "pack_id": "9dd0a7e3457f190f19140db65fdc2e79c341bd12d84daa2d20bada99ebdece78", + "title": "Grid · context-on · 前 9 小时控制开销", + "total": { + "input": 142056707, + "cached": 140057984, + "uncached": 1998723, + "output": 917434, + "requests": 818 + }, + "input": { + "tokens": null, + "fraction": null, + "attributed_requests": 0, + "total_requests": 818, + "unattributed_requests": 818, + "status": "unavailable", + "method": null + }, + "commands": { + "input": 10759031, + "cached": 10311936, + "uncached": 447095, + "output": 33618, + "fraction": 0.07573757851503625, + "uncached_fraction": 0.22369032627332552, + "recognized_requests": 58, + "mixed_call_requests": 0, + "unclassified_calls": 739, + "unmatched_calls": 0, + "model_seconds": null, + "charged_cost": null + }, + "source": { + "scope": { + "goal_id": "benchmark-goal", + "case_id": "Grid", + "run_id": "grid-sol-xhigh-stride-context-on-20261104-18h-r10-auth01", + "revision": "603a75e5f197a0c2cf2cd575fbdfc168a8c6be7b", + "window": "First 9 hours from solver start, native receipt time [start,end), all captured responses." + }, + "artifact": "session-prefix.jsonl", + "sha256": "c94b4715cf57c45b9a680bb803c79601f0424eb9b166cf63ee38044fa26ce37f", + "session_id": "01a1a621-7de9-74c2-acc1-dc81503114c1", + "start": "2026-11-04T10:36:18.377Z", + "end": "2026-11-04T19:36:01.170Z", + "request_method": "codex_request_reconciliation_v1", + "command_method": "codex_ordered_loopx_requests_v1" + } + }, + "delta": { + "total_input": 20220481, + "cached": 20482688, + "uncached": -262207, + "output": 32481, + "input_tokens": null, + "input_percentage_points": null, + "command_input": -10385582, + "command_percentage_points": -7.34362753891773 + }, + "input_share_down_absolute_up": null, + "command_share_down_absolute_up": false, + "input_method_comparable": false, + "command_method_comparable": true + } + } + } +} diff --git a/apps/presentation/dashboard/src/features/personal-workspace/goal-research-analysis.tsx b/apps/presentation/dashboard/src/features/personal-workspace/goal-research-analysis.tsx index f016a45158..1a640313d1 100644 --- a/apps/presentation/dashboard/src/features/personal-workspace/goal-research-analysis.tsx +++ b/apps/presentation/dashboard/src/features/personal-workspace/goal-research-analysis.tsx @@ -2,6 +2,7 @@ import {useCallback, useEffect, useLayoutEffect, useRef, useState} from "react"; import {ArrowLeft, ArrowUpRight, ChevronDown, CircleHelp, History, LoaderCircle, RefreshCw, Sparkles, TriangleAlert, X} from "lucide-react"; import type {AssessmentCitation, TrajectoryAssessment, TrajectoryEpisode, TrajectoryOutputLanguage, TrajectoryContinuation} from "../../../../../../loopx/control_plane/capabilities/trajectory_assessment_types.js"; import {ResearchProgress, episodeQuestionGroups, metricCopy, verdictLabel, type ResearchProgressPack} from "./goal-research-progress"; +import type {TrajectoryUsageComparison} from "../../../../../../loopx/control_plane/capabilities/trajectory_usage_comparison.js"; import {requestJson} from "../../data/chat"; import {sourceReadApiUrl} from "../../data/local-status-query"; import {ContextHelp} from "./context-help"; @@ -73,6 +74,14 @@ export async function readAnalysisSnapshot(goalId: string, packId: string | null export function useResearchAnalysis(goalId: string, active: boolean, zh: boolean, readSourceUrl?: string) { const endpoint = "/api/chat/research-analysis"; const outputLanguage = zh ? "zh" : "en"; + const readUsageComparison = useCallback(async (packId: string, referenceId: string, signal: AbortSignal) => { + const query = new URLSearchParams({goal_id: goalId, pack_id: packId, compare_pack_id: referenceId, output_language: outputLanguage}); + const value = await requestJson<{ok: boolean; comparison: TrajectoryUsageComparison}>( + sourceReadApiUrl(readSourceUrl, `${endpoint}?${query}`), {signal}); + if (!value?.ok || value.comparison?.method !== "trajectory_usage_comparison_v1" + || !["observed", "unavailable"].includes(value.comparison.status)) throw new Error("Comparison readback unavailable"); + return value.comparison; + }, [goalId, readSourceUrl, outputLanguage]); const [citation, setCitation] = useState(null); const [citationError, setCitationError] = useState(""); const [citationBusy, setCitationBusy] = useState(false); @@ -232,7 +241,7 @@ export function useResearchAnalysis(goalId: string, active: boolean, zh: boolean const readCitation = (c: AssessmentCitation, origin?: HTMLButtonElement) => readEvidence({source_id: c.source_id, first_line: String(c.first_line), last_line: String(c.last_line)}, "citation", origin); const readUsageTurn = (turnId: string, origin: HTMLButtonElement) => readEvidence({turn_id: turnId}, "usage-turn", origin); const closeCitation = () => {citeGeneration.current++; setCitation(null); setCitationError(""); setCitationBusy(false); requestAnimationFrame(() => sourceTrigger.current?.focus());}; - return {readOnly: currentSnapshot?.execution_enabled === false || (Boolean(readSourceUrl) && currentSnapshot?.execution_enabled !== true), citation, citationBusy, citationError, sourcePanel, readCitation, readUsageTurn, closeCitation, goalId, zh, location, snapshot: currentSnapshot, pack: readingPack, requestPack: pack, savedOriginal, readError, error, loading, pending, cancelPending, recordedRunning, panel, trigger, read, show, execute, cancel, + return {readOnly: currentSnapshot?.execution_enabled === false || (Boolean(readSourceUrl) && currentSnapshot?.execution_enabled !== true), sourceScope, readUsageComparison, citation, citationBusy, citationError, sourcePanel, readCitation, readUsageTurn, closeCitation, goalId, zh, location, snapshot: currentSnapshot, pack: readingPack, requestPack: pack, savedOriginal, readError, error, loading, pending, cancelPending, recordedRunning, panel, trigger, read, show, execute, cancel, close: () => {citeGeneration.current++; setCitation(null); setCitationError(""); setCitationBusy(false); navigate(false); requestAnimationFrame(() => trigger.current?.focus());}, select: (id: string) => navigate(location.open, id, true)}; } type Controller = ReturnType; @@ -327,7 +336,7 @@ export function ResearchAnalysisStatus({analysis: a}: {analysis: Controller}) { export function ResearchProgressSummary({analysis: a, includeReport = true}: {analysis: Controller; includeReport?: boolean}) { const packs = a.snapshot?.catalog.packs ?? []; if (!a.pack && !packs.length) return null; - return ; + return ; } export function ResearchReportSummary({analysis: a}: {analysis: Controller}) { diff --git a/apps/presentation/dashboard/src/features/personal-workspace/goal-research-progress.css b/apps/presentation/dashboard/src/features/personal-workspace/goal-research-progress.css index 81f73e885a..8ae61bd609 100644 --- a/apps/presentation/dashboard/src/features/personal-workspace/goal-research-progress.css +++ b/apps/presentation/dashboard/src/features/personal-workspace/goal-research-progress.css @@ -115,6 +115,29 @@ .research-input-share-value { display: flex; align-items: baseline; flex-wrap: wrap; gap: 12px; } .research-input-share-value strong { font-size: var(--text-title); font-variant-numeric: tabular-nums; } .research-input-share-value > span { color: var(--pw-muted); } +.research-usage-comparison { border-top: 1px solid var(--pw-line); padding-top: 16px; margin-top: 16px; } +.research-usage-comparison > summary { cursor: pointer; font-weight: 500; } +.research-usage-comparison .research-usage-heading { margin: 16px 0; } +.research-usage-comparison label { display: grid; gap: 8px; min-width: 0; } +.research-usage-comparison select { max-width: 100%; font: inherit; } +.research-comparison-table table { width: 100%; table-layout: fixed; border-collapse: collapse; font-size: var(--text-body); } +.research-comparison-table caption { text-align: left; padding-bottom: 12px; } +.research-comparison-table th, .research-comparison-table td { padding: 12px 8px; vertical-align: top; border-bottom: 1px solid var(--pw-line); overflow-wrap: anywhere; } +.research-comparison-table th { text-align: left; font-weight: 500; } +.research-comparison-table td { text-align: right; font-variant-numeric: tabular-nums; } +.research-comparison-sources { display: grid; gap: 16px; margin-top: 16px; } +.research-request-ledger { padding-left: 20px; } +.research-request-ledger li { margin: 12px 0; } +.research-request-ledger summary { display: flex; justify-content: space-between; gap: 12px; cursor: pointer; } +@media (max-width: 640px) { + .research-comparison-table table, .research-comparison-table thead, .research-comparison-table tbody { display: block; } + .research-comparison-table caption { display: block; width: 100%; } + .research-comparison-table tr { display: grid; grid-template-columns: repeat(3, minmax(0, 1fr)); } + .research-comparison-table thead th:first-child { display: none; } + .research-comparison-table tbody th { grid-column: 1 / -1; border-bottom: 0; } + .research-comparison-table th, .research-comparison-table td { padding: 12px 4px; } + .research-request-ledger summary { flex-wrap: wrap; } +} .research-request-values { display: grid; grid-template-columns: repeat(2, minmax(0, 1fr)); gap: 12px 24px; margin-block: 12px; } .research-request-values > div { min-width: 0; } .research-request-values dt { font-size: var(--text-body); color: var(--pw-muted); } diff --git a/apps/presentation/dashboard/src/features/personal-workspace/goal-research-progress.tsx b/apps/presentation/dashboard/src/features/personal-workspace/goal-research-progress.tsx index d699c3fed3..8f6d822897 100644 --- a/apps/presentation/dashboard/src/features/personal-workspace/goal-research-progress.tsx +++ b/apps/presentation/dashboard/src/features/personal-workspace/goal-research-progress.tsx @@ -7,6 +7,7 @@ import {ContextHelp} from "./context-help"; import {ResearchSynthesis} from "./goal-research-synthesis"; import {ResearchTurnCosts} from "./research-turn-costs"; import {ToolContextInventory} from "./goal-tool-context"; +import {LoopXRequestFootprint, ResearchUsageComparison, type ReadUsageComparison} from "./research-usage-comparison"; import "./goal-research-progress.css"; // Read models from benchmark-toolkit. This view formats existing counts and @@ -270,7 +271,7 @@ function ResearchMetrics({pack: p, zh, onCitation}: {pack: ResearchProgressPack ; } -export function ResearchProgress({pack: p, packs, selectedId, zh, onSelect, onCitation, onUsageTurn, analysisOpen = false, includeReport = true}: {pack: ResearchProgressPack | null; packs: Pick[]; selectedId: string; zh: boolean; analysisOpen?: boolean; includeReport?: boolean; onSelect: (id: string) => void; onUsageTurn?: (turnId: string, origin: HTMLButtonElement) => void; onCitation: (citation: AssessmentCitation, origin?: HTMLButtonElement) => void}) { +export function ResearchProgress({pack: p, packs, selectedId, zh, onSelect, onCitation, onUsageTurn, onUsageComparison, usageComparisonScope, analysisOpen = false, includeReport = true}: {pack: ResearchProgressPack | null; packs: (Pick & Partial)[]; selectedId: string; zh: boolean; analysisOpen?: boolean; includeReport?: boolean; onSelect: (id: string) => void; onUsageComparison?: ReadUsageComparison; usageComparisonScope?: string; onUsageTurn?: (turnId: string, origin: HTMLButtonElement) => void; onCitation: (citation: AssessmentCitation, origin?: HTMLButtonElement) => void}) { const measured = p?.solver_usage, usage = measured?.projection, result = p?.result; const historical = p?.applicability === "historical"; const resultHelp = historical ? (result ? (zh ? "历史分析 · 当前判断未核验" : "Historical analysis · Current judgments unverified") @@ -351,6 +352,8 @@ export function ResearchProgress({pack: p, packs, selectedId, zh, onSelect, onCi : null} : null} + {usage ? : null} + {usage && onUsageTurn ? : null} {usage && measured ?
{zh ? "计数明细与来源" : "Counter details and source"}
diff --git a/apps/presentation/dashboard/src/features/personal-workspace/research-usage-comparison.tsx b/apps/presentation/dashboard/src/features/personal-workspace/research-usage-comparison.tsx new file mode 100644 index 0000000000..d8b90daeb8 --- /dev/null +++ b/apps/presentation/dashboard/src/features/personal-workspace/research-usage-comparison.tsx @@ -0,0 +1,133 @@ +import {useEffect, useRef, useState} from "react"; +import {CircleHelp, TriangleAlert} from "lucide-react"; +import type {TrajectorySolverUsage} from "../../../../../../loopx/control_plane/capabilities/trajectory_assessment_types.js"; +import {trajectoryUsageComparisonReason, type TrajectoryUsageCapture, type TrajectoryUsageComparison} from "../../../../../../loopx/control_plane/capabilities/trajectory_usage_comparison.js"; +import {ContextHelp} from "./context-help"; + +const count = (n: number | null, zh: boolean) => n === null ? "—" : n.toLocaleString(zh ? "zh-CN" : "en"); +const percent = (n: number | null, zh: boolean) => n === null ? "—" + : n > 0 && n < 0.001 ? "<0.1%" : n < 1 && n > 0.999 ? ">99.9%" + : new Intl.NumberFormat(zh ? "zh-CN" : "en", {style: "percent", maximumFractionDigits: 1}).format(n); + +export function LoopXRequestFootprint({usage, zh}: {usage: TrajectorySolverUsage; zh: boolean}) { + const v = usage.loopx_requests; + if (!v) return null; // Historical projections keep their missing observation. + return
+

{zh ? "LoopX 命令请求 · 整次用量" : "LoopX command requests · whole-request usage"}

+ +

{zh ? "按调用、原生响应回执和唯一返回的记录顺序，保守关联发出简单 LoopX 命令的请求。数值包含该请求读取的任务历史；与控制文本输入归因、工具返回字节是重叠视角，不能相加。" : "Conservative association by ordered call, native response receipt and unique return identifies requests issuing simple LoopX commands. Their counters include task history. This overlaps control-text attribution and tool-return bytes; never add these views."}

+

{zh ? "只识别已记录的简单调用；复合脚本及未匹配返回保留未归类。同次请求出现其他调用时标为混合调用；其余也不证明纯控制。未知来源不等于没有控制，整次用量不等于可省成本。模型耗时和实扣费用未采集。" : "Only recorded simple calls are recognized; compound scripts and unmatched returns remain unclassified. A request with other calls is marked mixed; the remainder does not establish pure control. Unknown sources do not mean no control, and whole-request usage is not avoidable cost. Model latency and actual charges were not captured."}

+
+ {v.status === "unavailable" ?

{zh ? "请求关联不可用 · 用量未知" : "Request association unavailable · usage unknown"}

: <> +

{percent(v.input_fraction, zh)}{v.recognized_requests} / {v.total_requests} {zh ? "次请求已识别 · 归属未全" : "requests recognized · incomplete attribution"}

+
+
{zh ? "整次输入（含缓存）" : "Whole input (includes cache)"}
{count(v.tokens.input_tokens, zh)} tokens
+
{zh ? "其中未缓存" : "Of which uncached"}
{count(v.tokens.input_tokens - v.tokens.cached_input_tokens, zh)} tokens
+
{zh ? "整次输出（含推理）" : "Whole output (includes reasoning)"}
{count(v.tokens.output_tokens, zh)} tokens
+
+
{zh ? "请求关联明细" : "Request association details"} +
{zh ? "方法" : "Method"}
{v.method}
+
{zh ? "含其他调用的请求" : "Requests with other calls"}
{v.mixed_call_requests}
+
{zh ? "未分类 / 未匹配调用" : "Unclassified / unmatched calls"}
{v.unclassified_calls} / {v.unmatched_calls}
+
{zh ? "模型耗时 / 实扣费用" : "Model latency / actual charges"}
— / —
+
    {v.requests.map(r =>
  1. +
    {r.operations.join(" · ")}{count(r.tokens.input_tokens, zh)} tokens +
    {zh ? "原生响应" : "Native response"}
    {r.response_id}
    +
    Turn
    {r.turn_id}
    {zh ? "回执行 / 调用行" : "Receipt line / call lines"}
    {r.line} / {r.call_lines.join(", ")}
    +
    {zh ? "缓存 / 输出 / 推理子项" : "Cached / output / reasoning subset"}
    {count(r.tokens.cached_input_tokens, zh)} / {count(r.tokens.output_tokens, zh)} / {count(r.tokens.reasoning_output_tokens, zh)}
    +
    {zh ? "其他调用" : "Other calls"}
    {r.other_calls}
    +
    2. )}
+
+ } +
; +} + +export type ReadUsageComparison = (packId: string, referenceId: string, signal: AbortSignal) => Promise; +export function ResearchUsageComparison({pack, packs, zh, onRead}: {pack: TrajectoryUsageCapture; + packs: TrajectoryUsageCapture[]; zh: boolean; onRead?: ReadUsageComparison}) { + // The existing source-scoped catalog supplies candidates. Titles never select + // arms or establish scientific comparability; the toolkit validates scope. + const others = packs.filter(p => p.pack_id !== pack.pack_id && p.scope?.goal_id === pack.scope?.goal_id); + const valid = (id: string | null) => others.some(p => p.pack_id === id) ? id! : ""; + const initial = () => valid(typeof window === "undefined" ? null : new URLSearchParams(window.location.search).get("research_compare")) + || others.find(p => !trajectoryUsageComparisonReason(pack, p))?.pack_id || others[0]?.pack_id || ""; + const [selected, setSelected] = useState(initial); + const [open, setOpen] = useState(false), [revision, setRevision] = useState(0); + const abort = useRef(null); + const summary = useRef(null); + const reference = others.find(p => p.pack_id === selected) ?? others[0]; + const readKey = JSON.stringify([pack.pack_id, pack.scope, pack.solver_usage?.artifact_sha256, + pack.solver_usage?.applicability, reference?.pack_id, reference?.scope, + reference?.solver_usage?.artifact_sha256, reference?.solver_usage?.applicability]); + const [read, setRead] = useState<{key: string; status: "loading" | "ready" | "error" | "cancelled"; value?: TrajectoryUsageComparison}>({key: "", status: "loading"}); + const readSelection = useRef(initial); + readSelection.current = initial; + useEffect(() => { + // Other route listeners can synchronously render during this same event. + // Keep one listener so their render cannot remove it before dispatch reaches it. + const read = () => setSelected(readSelection.current()); + window.addEventListener("popstate", read); + return () => window.removeEventListener("popstate", read); + }, []); + useEffect(() => { + if (!open || !onRead || !reference) return; + const controller = new AbortController(); abort.current = controller; + setRead({key: readKey, status: "loading"}); + void onRead(pack.pack_id, reference.pack_id, controller.signal).then(value => { + if (controller.signal.aborted) return; + if (value.status === "observed" && (value.left.pack_id !== pack.pack_id || value.right.pack_id !== reference.pack_id + || value.left.source.sha256 !== pack.solver_usage?.artifact_sha256 || value.right.source.sha256 !== reference.solver_usage?.artifact_sha256)) { + throw new Error("Comparison source changed"); + } + setRead({key: readKey, status: "ready", value}); + }).catch(() => {if (!controller.signal.aborted) setRead({key: readKey, status: "error"});}); + return () => {controller.abort(); if (abort.current === controller) abort.current = null;}; + }, [open, onRead, readKey, revision]); + if (!others.length || !pack.solver_usage || !reference || !onRead) return null; + const state = read.key === readKey ? read : {key: readKey, status: "loading" as const}; + const comparison = state.value; + const choose = (id: string) => { + const url = new URL(window.location.href); url.searchParams.set("research_compare", id); + window.history.pushState({}, "", url); setSelected(id); + }; + const signed = (n: number | null) => n === null ? "—" : new Intl.NumberFormat(zh ? "zh-CN" : "en", {signDisplay: "exceptZero", maximumFractionDigits: 2}).format(n); + return
{if (e.target === e.currentTarget) setOpen(e.currentTarget.open);}}>{zh ? "对照捕获用量" : "Compare captured usage"} +
+ +

{zh ? "仅对照同一 Goal、案例、来源修订、声明窗口和用量方法的独立捕获；绝对时刻、原 run/session、来源和覆盖仍分别保留。这不核准 study/arm、模型、反馈和预算相同，不是匹配实验资格或因果收益。差值为当前减对照。" : "Compares independent captures with the same Goal, case, source revision, declared window and usage method. Absolute times, original run/session, sources and coverage remain separate. This does not qualify study/arm, model, feedback or budget equality, matched experiments or causality. Deltas are current minus reference."}

+

{zh ? "控制文本占比与发出 LoopX 命令的整次请求用量分别读取；两者重叠，不能相加。占比使用原生请求总和作分母，不平均百分比，不把缓存重复加进输入。归因不全、方法不同或零分母时差值保持未知。比例降低也不代表绝对用量降低。" : "Control-text share and whole requests issuing LoopX commands are separate, overlapping views. Shares use native request sums, never mean percentages or cached input added again. Partial attribution, changed methods or a zero denominator keep deltas unknown. A lower share does not establish lower absolute usage."}

+
+ {state.status === "loading" ?

{zh ? "正在读取对照…" : "Reading comparison…"}

+ : state.status === "error" || state.status === "cancelled" ?

{state.status === "error" ? (zh ? "对照无法读取 · 差值未知" : "Comparison unavailable · deltas unknown") : (zh ? "已取消读取对照" : "Comparison read cancelled")}

+ : comparison?.status === "unavailable" ?

{zh ? "范围、来源或方法无法对齐 · 差值未知" : "Scope, source or method cannot be aligned · deltas unknown"}

: comparison?.status === "observed" ? <> + {comparison.input_share_down_absolute_up || comparison.command_share_down_absolute_up ?

{zh ? "占比降低，但对应绝对输入增加；不能据此称为节省。" : "The share fell while its absolute input rose; this does not establish savings."}

: null} +
+ {[ + [zh ? "全部请求输入（含缓存）" : "All-request input (includes cache)", comparison.left.total.input, comparison.right.total.input, comparison.delta.total_input], + [zh ? "其中缓存" : "Of which cached", comparison.left.total.cached, comparison.right.total.cached, comparison.delta.cached], + [zh ? "其中未缓存" : "Of which uncached", comparison.left.total.uncached, comparison.right.total.uncached, comparison.delta.uncached], + [zh ? "全部输出（含推理）" : "All output (includes reasoning)", comparison.left.total.output, comparison.right.total.output, comparison.delta.output], + [zh ? "已归因控制文本输入" : "Attributed control-text input", comparison.left.input.tokens, comparison.right.input.tokens, comparison.delta.input_tokens], + [zh ? "LoopX 命令请求 · 整次输入" : "LoopX command requests · whole input", comparison.left.commands.input, comparison.right.commands.input, comparison.delta.command_input], + [zh ? "LoopX 命令请求 · 未缓存" : "LoopX command requests · uncached", comparison.left.commands.uncached, comparison.right.commands.uncached, null], + [zh ? "LoopX 命令请求 · 输出" : "LoopX command requests · output", comparison.left.commands.output, comparison.right.commands.output, null], + ].map(([label, left, right, delta]) => )} + + + +
{pack.scope!.case_id} · tokens · {zh ? "描述性对照 · 费用未测" : "Descriptive comparison · charges unmeasured"}
{zh ? "计量" : "Measure"}{pack.title}{reference.title}{zh ? "差值" : "Delta"}
{label}{count(left as number | null, zh)}{count(right as number | null, zh)}{signed(delta as number | null)}
{zh ? "控制文本占输入" : "Control text / input"}{percent(comparison.left.input.fraction, zh)}{percent(comparison.right.input.fraction, zh)}{signed(comparison.delta.input_percentage_points)} pp
{zh ? "控制文本归因 / 总请求" : "Text-attributed / total requests"}{comparison.left.input.attributed_requests} / {comparison.left.input.total_requests}{comparison.right.input.attributed_requests} / {comparison.right.input.total_requests}—
{zh ? "LoopX 命令请求占输入" : "LoopX command requests / input"}{percent(comparison.left.commands.fraction, zh)}{percent(comparison.right.commands.fraction, zh)}{signed(comparison.delta.command_percentage_points)} pp
+
{[comparison.left, comparison.right].map(v =>
{v.title} · {zh ? "覆盖与来源" : "Coverage and source"}
+
{zh ? "控制文本归因 / 未归因请求" : "Text-attributed / unattributed requests"}
{v.input.attributed_requests} / {v.input.unattributed_requests} · {v.input.total_requests} {zh ? "次总请求" : "total requests"}
+
{zh ? "命令请求 / 混合调用请求" : "Command requests / mixed-call requests"}
{count(v.commands.recognized_requests, zh)} / {count(v.commands.mixed_call_requests, zh)}
+
{zh ? "未分类 / 未匹配调用" : "Unclassified / unmatched calls"}
{count(v.commands.unclassified_calls, zh)} / {count(v.commands.unmatched_calls, zh)}
+
{zh ? "输入归因方法" : "Input attribution method"}
{v.input.method ?? "—"} · {v.input.status}
+
{zh ? "模型耗时 / 实扣费用" : "Model latency / actual charges"}
— / —
+
Goal / run
{v.source.scope.goal_id}
{v.source.scope.run_id}
+
{zh ? "修订 / 声明窗口" : "Revision / declared window"}
{v.source.scope.revision}
{v.source.scope.window}
+
{zh ? "实际捕获窗口" : "Actual capture window"}
{v.source.start} — {v.source.end}
+
{zh ? "方法 / Session" : "Method / session"}
{v.source.request_method}
{v.source.command_method ?? "—"}
{v.source.session_id}
+
{zh ? "来源" : "Source"}
{v.source.artifact}
{v.source.sha256}
{v.pack_id}
+
)}
+ : null} +
; +} diff --git a/docs/reference/trajectory-assessment.md b/docs/reference/trajectory-assessment.md index 2909ecf913..13f296c3dc 100644 --- a/docs/reference/trajectory-assessment.md +++ b/docs/reference/trajectory-assessment.md @@ -1180,6 +1180,71 @@ estimate and provider counters; do not add their different units or denominators 租约获取、检查、续租、释放、转移及常见 Todo 操作分别列示；计数表示可识别的返回， 不证明状态写入成功或恢复操作可以省略。 +#### Whole requests issuing LoopX commands and capture comparison + +The same opt-in registration now records +`solver_usage.projection.loopx_requests.method=codex_ordered_loopx_requests_v1`. +The TypeScript toolkit owner associates a simple recognized command with the +next native response receipt only when its return arrives before another +response in that Turn. Multiple commands in one response count that response +once. Duplicate response receipts remain deduplicated by the existing request +reconciler. Late/unmatched calls and unclassified commands stay explicit. +Python only transports the original line positions, literal argv and return +metadata; neither command arguments nor returned text enter this projection. + +Keep three overlapping observations separate: + +| Observation | Numerator and denominator | Interpretation | +| --- | --- | --- | +| Control text, `loopx_input` | Sum of attributed control-text tokens / native input of the same requests | Requires provider attribution or the separately labeled recorded-packet estimate; missing attribution is unknown | +| Command requests, `loopx_requests` | Whole native input of requests issuing recognized LoopX commands / all native request input | Includes task history; a conservative observed subset, not pure-control tokens or avoidable cost | +| Appended tool text, `tool_context` | Recognized returned UTF-8 bytes / captured appended input-text bytes | Inventory only, not per-request replay or token accounting | + +Cached input is already included in native input, reasoning in native output, +and compaction mirrors in the reconciled request set. Do not add these subsets +or the three views. Calls alongside other calls are identified as mixed; +absence of another recognized call does not prove a pure-control workflow. +The existing Turn-cost reader retains the broader workflow counters. Model +generation latency, unreceipted failures, operator/shared-service cost and +actual charges remain unknown; a configured budget is not a charge. + +Research → Sources and usage → **Compare captured usage** uses the same typed +owner, `trajectory_usage_comparison_v1`. Choose another source-owned capture; +the reader compares independent sessions only when Goal, case, source revision, +declared window and usage method agree. It preserves each original run, pack, +source digest, session and absolute capture time. This is a descriptive +comparison, **not** qualification that study/arm, model, feedback, budget or +other experimental conditions match. Unaligned scopes, historical sources and +unreconciled counters withhold deltas. Input-attribution methods must agree for +their deltas; partial attribution and zero denominators retain unknown shares. +All ratios and percentage-point differences are derived by the toolkit from +request sums, never by averaging percentages in the renderer. A falling share +with rising absolute input is shown explicitly and is not labeled savings. + +The existing GET reader accepts two explicit `pack_id` / `compare_pack_id` +identifiers within its registered Goal/source namespace. It verifies both +sources before calling the builtin `benchmark.trajectory.usage-comparison`; +the frontend only formats that projection. Loading, cancellation and retry +are read-only. A failed or cancelled read clears the displayed comparison, +and a late response cannot replace a different source or reference selection. + +This adds no configuration, model request, analysis job, recapture or experiment. +Reads, language changes, source switches and refresh consume frozen values. +Old packs keep their exact saved projection; absence of `loopx_requests` is +uncaptured, not zero. Registering a new frozen observation preserves the original +capture and its old pack identity. Revert the display/observation change to +disable it; no ledger migration, source rewrite or runtime activation is needed. + +中文：控制文本 token、发出 LoopX 命令的整次请求用量、追加工具返回字节是三个重叠 +视角，不能相加。整次请求含任务历史，仅保守识别简单调用；混合调用、未分类和迟到 +返回保留，不将其认作纯控制、全部开销或可省成本。输入已含缓存、输出已含推理， +压缩镜像不重复计数；模型耗时与实扣未知。对照沿同一 TS owner 校验原 Goal、案例、 +修订、窗口、方法及独立 Session，并保留原 run/pack/来源和时间，不据此核准科学配对。 +不平均百分比；归因缺失/部分、方法变化、来源失效或零分母保持未知。比例下降但绝对 +输入增加会明确提示。浏览零模型调用，不重采集、不重写旧包或账本；旧包缺字段不补零。 +既有 GET reader 在注册 Goal/来源命名空间中校验两个显式 pack，调用同一 builtin； +前端只格式化返回值。取消、失败和重试均为只读，清除旧对照；迟到响应不能覆盖新选择。 + ### Recorded Turn packet estimate The existing native `codex-cli` Turn host can record its actual injected packet diff --git a/examples/personal-workspace-browser/research-history-backend.py b/examples/personal-workspace-browser/research-history-backend.py index 3487e77173..8ec5329ab2 100644 --- a/examples/personal-workspace-browser/research-history-backend.py +++ b/examples/personal-workspace-browser/research-history-backend.py @@ -161,7 +161,7 @@ def do_GET(self): if "pack_id" in query: record = next((item for item in capture["analysis_readbacks"].values() if query == parse_qs(urlparse(item["request_path"]).query)), None) - if record and query.get("pack_id", [record["response"]["pack"]["pack_id"]]) == [record["response"]["pack"]["pack_id"]]: + if record and ("compare_pack_id" in query or query.get("pack_id", [record["response"]["pack"]["pack_id"]]) == [record["response"]["pack"]["pack_id"]]): return self._send_json(record["response"]) elif path == "/api/chat/research-analysis/citation": metrics["citation_reads"] += 1 diff --git a/examples/personal-workspace-browser/research-real-benchmark.mjs b/examples/personal-workspace-browser/research-real-benchmark.mjs index 909a319d32..31f2c5b367 100644 --- a/examples/personal-workspace-browser/research-real-benchmark.mjs +++ b/examples/personal-workspace-browser/research-real-benchmark.mjs @@ -3,6 +3,7 @@ import {readFile} from "node:fs/promises"; import {resolve} from "node:path"; import {outputDir, repoRoot} from "./fixture.mjs"; import {startHistoryOwner} from "./research-history.mjs"; +import {readRealUsage} from "../../apps/presentation/dashboard/smoke/research-usage-real.ts"; async function readNativeResults(page, history, capture, language) { const pack = capture.analysis_readbacks.original.response.pack; @@ -261,6 +262,7 @@ async function readSavedGraphAnalysis(browser, collectCoverage) { export const researchRealBenchmarkScenario = { id: "research-real-benchmark", async run({browser, collectCoverage}) { + await readRealUsage(browser, {repoRoot, outputDir, startOwner: startHistoryOwner}); const coverageEntries = []; coverageEntries.push(...await readUnanalyzedNativeResults(browser, collectCoverage)); const observations = []; diff --git a/loopx/capabilities/benchmark_toolkit/trajectory_assessment_store.py b/loopx/capabilities/benchmark_toolkit/trajectory_assessment_store.py index 5fadb9403e..bb167bce64 100644 --- a/loopx/capabilities/benchmark_toolkit/trajectory_assessment_store.py +++ b/loopx/capabilities/benchmark_toolkit/trajectory_assessment_store.py @@ -261,6 +261,25 @@ def _usage_capture( } +def compare_captured_usage(left: dict, right: dict) -> dict: + """Transport two already inspected, source-owned captures to the TS owner.""" + captures = [] + for pack in (left, right): + capture = {key: pack[key] for key in ("pack_id", "title", "scope")} + if pack.get("solver_usage"): + measured = pack["solver_usage"] + projection = measured["projection"] + observed = {key: projection[key] for key in ( + "session_id", "method", "start", "end", "request_coverage", "loopx_input", + ) if key in projection} + if "loopx_requests" in projection: + observed["loopx_requests"] = {key: value for key, value in projection["loopx_requests"].items() + if key != "requests"} + capture["solver_usage"] = {**measured, "projection": observed} + captures.append(capture) + return effect_runtime_result("benchmark.trajectory.usage-comparison", {"left": captures[0], "right": captures[1]}) + + def _captured_view(record: dict, field: str) -> dict | None: captured = record.get(field) if captured is None: diff --git a/loopx/control_plane/capabilities/trajectory_assessment_types.ts b/loopx/control_plane/capabilities/trajectory_assessment_types.ts index c6e5f13819..bd7b12a270 100644 --- a/loopx/control_plane/capabilities/trajectory_assessment_types.ts +++ b/loopx/control_plane/capabilities/trajectory_assessment_types.ts @@ -100,8 +100,20 @@ export interface TrajectorySolverUsage { loopx_input?: TrajectoryLoopXInput; /** Appended captured text only, never provider-token or replay accounting. */ tool_context?: TrajectoryToolContext; + /** Whole requests issuing recognized commands, never control-text attribution. */ + loopx_requests?: TrajectoryLoopXRequests; } +export type TrajectoryLoopXRequests = {method: 'codex_ordered_loopx_requests_v1'} & ( + {status: 'observed'; total_requests: number; recognized_requests: number; mixed_call_requests: number; + unmatched_calls: number; unclassified_calls: number; tokens: TrajectoryRequestTokens; + input_fraction: number | null; uncached_input_fraction: number | null; + /** Neither ordered tool records nor token receipts measure generation latency or money. */ + model_seconds: null; charged_cost: null; + requests: Array<{response_id: string; turn_id: string; line: number; call_lines: number[]; + operations: string[]; other_calls: number; tokens: TrajectoryRequestTokens}>} + | {status: 'unavailable'; reason: string}); + export type TrajectoryToolContext = {method: 'codex_loopx_tool_context_inventory_v1'} & ( {status: 'observed'; observed_input_text_bytes: number; loopx_tool_output_bytes: number; loopx_tool_output_fraction: number | null; unassigned_input_text_bytes: number; diff --git a/loopx/control_plane/capabilities/trajectory_codex_usage.ts b/loopx/control_plane/capabilities/trajectory_codex_usage.ts index 45a13dbc77..4d0cfbbe22 100644 --- a/loopx/control_plane/capabilities/trajectory_codex_usage.ts +++ b/loopx/control_plane/capabilities/trajectory_codex_usage.ts @@ -4,6 +4,7 @@ import type {TrajectorySolverUsage} from './trajectory_assessment_types.ts'; import {reconcileTrajectoryRequests, summarizeTrajectoryLoopXInput} from './trajectory_request_usage.ts'; import {estimateTrajectoryLoopXInput} from './trajectory_input_usage.ts'; import {summarizeTrajectoryToolContext} from './trajectory_tool_context.ts'; +import {summarizeTrajectoryLoopXRequests} from './trajectory_loopx_requests.ts'; const fail = (message: string): never => { throw new EffectRuntimeRequestError(`trajectory usage: ${message}`); }; const counterKeys = ['input_tokens', 'cached_input_tokens', 'output_tokens'] as const; @@ -81,10 +82,14 @@ export function summarizeTrajectoryCodexUsage(params: Record): const loopxInput = summarizeTrajectoryLoopXInput(rows, params.session_id, requestCoverage) ?? estimateTrajectoryLoopXInput(params.loopx_input_trace, params.session_id, params.input_goal_id, rows, requestCoverage); const toolContext = summarizeTrajectoryToolContext(params.tool_context); + const loopxRequests = toolContext?.status === 'unavailable' + ? {method: 'codex_ordered_loopx_requests_v1' as const, status: 'unavailable' as const, reason: toolContext.reason} + : summarizeTrajectoryLoopXRequests(rows, params.tool_context, requestCoverage); return {session_id: params.session_id, method: observed ? 'codex_observed_session_counters_v1' : 'codex_complete_session_counters_v1', ...(requestCoverage ? {request_coverage: requestCoverage} : {}), ...(loopxInput ? {loopx_input: loopxInput} : {}), ...(toolContext ? {tool_context: toolContext} : {}), + ...(loopxRequests ? {loopx_requests: loopxRequests} : {}), ...(observed ? {incomplete_turn: incomplete} : {}), start, end, completed_turns: turns.length, counter_observations: samples, input_tokens: previous.input_tokens, cached_input_tokens: previous.cached_input_tokens, diff --git a/loopx/control_plane/capabilities/trajectory_loopx_requests.ts b/loopx/control_plane/capabilities/trajectory_loopx_requests.ts new file mode 100644 index 0000000000..181e3dbdc5 --- /dev/null +++ b/loopx/control_plane/capabilities/trajectory_loopx_requests.ts @@ -0,0 +1,87 @@ +/** Descriptive request footprint over the same reconciled native capture. + * A call must precede one receipt and return before the next receipt in that + * Turn. This conservative order association is not provider input attribution, + * pure-control classification, complete workflow cost or a savings estimate. */ +import type {TrajectoryLoopXRequests, TrajectoryRequestCoverage, TrajectoryRequestTokens} from './trajectory_assessment_types.ts'; +import {trajectoryLoopXOperation} from './trajectory_tool_context.ts'; + +type Row = {line: number; type?: string; payload?: Record}; +type Call = {line: number; operation: string | null; response?: string; returned: boolean}; +const keys: Array = ['input_tokens', 'cached_input_tokens', 'cache_write_input_tokens', + 'output_tokens', 'reasoning_output_tokens', 'total_tokens']; + +export function summarizeTrajectoryLoopXRequests(rows: Row[], tools: unknown, + coverage: TrajectoryRequestCoverage | undefined): TrajectoryLoopXRequests | undefined { + if (tools === undefined) return undefined; + const method = 'codex_ordered_loopx_requests_v1'; + try { + if (!Array.isArray(tools) || coverage?.status !== 'verified') throw new Error('Reconciled request and tool observations required.'); + const ordered = [...rows.filter(r => r.type === 'token_usage_record' + || r.type === 'event_msg' && ['task_started', 'task_complete'].includes(r.payload?.type)), + ...tools.map(r => ({...r, tool: true}))].sort((a, b) => a.line - b.line); + const calls = new Map(), seen = new Set(), outputs = new Set(); + const compactions = new Set(rows.filter(r => r.type === 'compacted').map(r => r.payload?.compaction_response_id)); + const groups = new Map(); + let active: string | null = null, pending: Call[] = [], current: string | null = null, last = 0; + const finish = () => {pending = []; current = null;}; + for (const row of ordered) { + if (!Number.isSafeInteger(row.line) || row.line <= last) throw new Error('Ambiguous observation order.'); + last = row.line; + if (row.tool) { + if (row.kind === 'call') { + if (!active || typeof row.call_id !== 'string' || !row.call_id || calls.has(row.call_id)) throw new Error('Ambiguous call identity or Turn.'); + const call: Call = {line: row.line, operation: trajectoryLoopXOperation(row.argv), returned: false}; + calls.set(row.call_id, call); pending.push(call); + } else if (row.kind === 'output') { + if (outputs.has(row.call_id)) continue; + outputs.add(row.call_id); + const call = calls.get(row.call_id); + // A return after another response cannot establish the association. + if (call?.response && call.response === current) call.returned = true; + } + continue; + } + const p = row.payload!; + if (row.type === 'event_msg') { + finish(); active = p.type === 'task_started' ? p.turn_id : null; + } else { + if (seen.has(p.response_id)) continue; // Reconciliation already checks duplicate equality. + if (!active || active !== p.turn_id) throw new Error('Request outside the observed Turn.'); + seen.add(p.response_id); + current = p.response_id; + const bracket = pending; pending = []; + // Automatic compaction does not issue shell commands. An intervening + // compaction cannot repair an ambiguous call/response association. + if (!compactions.has(current!)) { + for (const call of bracket) call.response = current!; + groups.set(current!, {row, calls: bracket, other: bracket.filter(c => !c.operation).length}); + } + } + } + if (seen.size !== coverage.unique_requests) throw new Error('Request coverage changed.'); + const requests: Extract['requests'] = []; + const tokens = Object.fromEntries(keys.map(k => [k, 0])) as unknown as TrajectoryRequestTokens; + for (const [id, group] of groups) { + const recognized = group.calls.filter(c => c.operation && c.returned); + if (!recognized.length) continue; + const usage = group.row.payload!.usage as TrajectoryRequestTokens; + for (const key of keys) { + tokens[key] += usage[key]; + if (!Number.isSafeInteger(tokens[key])) throw new Error('Request sum exceeds exact integer range.'); + } + requests.push({response_id: id, turn_id: group.row.payload!.turn_id, line: group.row.line, + call_lines: recognized.map(c => c.line), operations: [...new Set(recognized.map(c => c.operation!))].sort(), + other_calls: group.other, tokens: {...usage}}); + } + const all = coverage.all_requests, uncached = all.input_tokens - all.cached_input_tokens; + return {method, status: 'observed', total_requests: seen.size, recognized_requests: requests.length, + mixed_call_requests: requests.filter(r => r.other_calls > 0).length, + unmatched_calls: [...calls.values()].filter(c => c.operation && !c.returned).length, + unclassified_calls: [...calls.values()].filter(c => !c.operation).length, + tokens, input_fraction: all.input_tokens > 0 ? tokens.input_tokens / all.input_tokens : null, + uncached_input_fraction: uncached > 0 ? (tokens.input_tokens - tokens.cached_input_tokens) / uncached : null, + model_seconds: null, charged_cost: null, requests}; + } catch (error) { + return {method, status: 'unavailable', reason: error instanceof Error ? error.message : 'Request association unavailable.'}; + } +} diff --git a/loopx/control_plane/capabilities/trajectory_tool_context.ts b/loopx/control_plane/capabilities/trajectory_tool_context.ts index 1fdce82dcb..064b5e54e2 100644 --- a/loopx/control_plane/capabilities/trajectory_tool_context.ts +++ b/loopx/control_plane/capabilities/trajectory_tool_context.ts @@ -3,7 +3,7 @@ import {BARE_SHA256_PATTERN} from '../content_digest.ts'; import type {TrajectoryToolContext} from './trajectory_assessment_types.ts'; // Local observation buckets, not new execution or settlement vocabulary. -function operation(argv: unknown): string | null { +export function trajectoryLoopXOperation(argv: unknown): string | null { if (!Array.isArray(argv) || !argv.length || argv.some(v => typeof v !== 'string')) return null; const args = [...argv] as string[]; const executable = args.shift()!.split('/').at(-1); @@ -39,7 +39,7 @@ export function summarizeTrajectoryToolContext(value: unknown): TrajectoryToolCo previous = row.line; if (row.kind === 'call') { if (typeof row.call_id !== 'string' || !row.call_id || calls.has(row.call_id)) throw new Error(); - calls.set(row.call_id, operation(row.argv)); + calls.set(row.call_id, trajectoryLoopXOperation(row.argv)); } else if (row.kind === 'unmeasured') unmeasured++; else if (row.kind === 'message') { total = count(total + count(row.bytes)); unmeasured = count(unmeasured + count(row.unmeasured_parts)); diff --git a/loopx/control_plane/capabilities/trajectory_usage_comparison.ts b/loopx/control_plane/capabilities/trajectory_usage_comparison.ts new file mode 100644 index 0000000000..e229879881 --- /dev/null +++ b/loopx/control_plane/capabilities/trajectory_usage_comparison.ts @@ -0,0 +1,101 @@ +/** Descriptive comparison of two frozen captures. No arm inference, study + * qualification, cross-run pooling, tokenization, billing or scientific score. */ +import type {TrajectoryInput, TrajectoryLoopXInput, TrajectoryLoopXRequests, TrajectorySolverUsage} from './trajectory_assessment_types.ts'; + +type ComparisonProjection = Pick & { + loopx_requests?: Omit, 'requests'> | Extract; +}; + +export interface TrajectoryUsageCapture { + pack_id: string; title: string; scope?: TrajectoryInput['scope']; + solver_usage?: {artifact: string; artifact_sha256: string; projection: ComparisonProjection; + applicability: 'current' | 'historical'; reason_code: string | null}; +} + +function values(capture: TrajectoryUsageCapture) { + const usage = capture.solver_usage!.projection; + const coverage = usage.request_coverage!; + if (coverage.status !== 'verified') throw new Error('request_coverage_unavailable'); + const all = coverage.all_requests; + const input = usage.loopx_input; + const attributed = input && input.status !== 'unavailable' ? input : null; + const requests = usage.loopx_requests?.status === 'observed' ? usage.loopx_requests : null; + return {pack_id: capture.pack_id, title: capture.title, + total: {input: all.input_tokens, cached: all.cached_input_tokens, + uncached: all.input_tokens - all.cached_input_tokens, output: all.output_tokens, requests: coverage.unique_requests}, + input: {tokens: attributed?.loopx_input_tokens ?? null, fraction: attributed?.input_fraction ?? null, + attributed_requests: attributed?.attributed_requests ?? 0, total_requests: coverage.unique_requests, + /** Uncovered requests are not zero control input. */ + unattributed_requests: coverage.unique_requests - (attributed?.attributed_requests ?? 0), + status: attributed?.status ?? 'unavailable', method: input?.method ?? null}, + commands: {input: requests?.tokens.input_tokens ?? null, + cached: requests?.tokens.cached_input_tokens ?? null, + uncached: requests ? requests.tokens.input_tokens - requests.tokens.cached_input_tokens : null, + output: requests?.tokens.output_tokens ?? null, fraction: requests?.input_fraction ?? null, + uncached_fraction: requests?.uncached_input_fraction ?? null, + recognized_requests: requests?.recognized_requests ?? null, mixed_call_requests: requests?.mixed_call_requests ?? null, + unclassified_calls: requests?.unclassified_calls ?? null, unmatched_calls: requests?.unmatched_calls ?? null, + model_seconds: null, charged_cost: null}, + source: {scope: capture.scope!, artifact: capture.solver_usage!.artifact, + sha256: capture.solver_usage!.artifact_sha256, session_id: usage.session_id, + start: usage.start, end: usage.end, request_method: coverage.method, command_method: usage.loopx_requests?.method ?? null}}; +} + +function sameInputMethod(a: TrajectoryLoopXInput | undefined, b: TrajectoryLoopXInput | undefined) { + return !!a && !!b && a.method === b.method && JSON.stringify(a.estimate_basis) === JSON.stringify(b.estimate_basis); +} + +/** Compatibility selection only; this does not calculate a measurement. */ +export function trajectoryUsageComparisonReason(left: TrajectoryUsageCapture, right: TrajectoryUsageCapture): string | null { + const a = left.scope, b = right.scope, l = left.solver_usage, r = right.solver_usage; + if (!a || !b || ['goal_id', 'case_id', 'revision', 'window'].some(k => !a[k as keyof typeof a] + || a[k as keyof typeof a] !== b[k as keyof typeof b])) return 'capture_scope_mismatch'; + if (!l || !r || l.applicability !== 'current' || r.applicability !== 'current') return 'source_unavailable_or_changed'; + if (left.pack_id === right.pack_id || l.projection.session_id === r.projection.session_id) return 'overlapping_capture'; + if (l.projection.method !== r.projection.method) return 'usage_method_changed'; + if (l.projection.request_coverage?.status !== 'verified' || r.projection.request_coverage?.status !== 'verified') return 'request_coverage_unavailable'; + if (l.projection.request_coverage.method !== r.projection.request_coverage.method) return 'usage_method_changed'; + return null; +} + +export function compareTrajectoryUsage(left: TrajectoryUsageCapture, right: TrajectoryUsageCapture) { + const method = 'trajectory_usage_comparison_v1' as const; + const unavailable = (reason: string) => ({method, status: 'unavailable' as const, reason}); + const reason = trajectoryUsageComparisonReason(left, right); + if (reason) return unavailable(reason); + const l = left.solver_usage!, r = right.solver_usage!; + const leftValue = values(left), rightValue = values(right); + const difference = (x: number | null, y: number | null) => x === null || y === null ? null : x - y; + const inputComparable = sameInputMethod(l.projection.loopx_input, r.projection.loopx_input); + const commandsComparable = !!l.projection.loopx_requests && !!r.projection.loopx_requests + && l.projection.loopx_requests.method === r.projection.loopx_requests.method; + const pp = (x: number | null, y: number | null) => { + const delta = difference(x, y); return delta === null ? null : delta * 100; + }; + return {method, status: 'observed' as const, qualification: 'descriptive_only' as const, + left: leftValue, right: rightValue, + delta: {total_input: leftValue.total.input - rightValue.total.input, + cached: leftValue.total.cached - rightValue.total.cached, uncached: leftValue.total.uncached - rightValue.total.uncached, + output: leftValue.total.output - rightValue.total.output, + input_tokens: inputComparable && leftValue.input.status === 'complete' && rightValue.input.status === 'complete' + ? difference(leftValue.input.tokens, rightValue.input.tokens) : null, + input_percentage_points: inputComparable ? pp(leftValue.input.fraction, rightValue.input.fraction) : null, + command_input: commandsComparable ? difference(leftValue.commands.input, rightValue.commands.input) : null, + command_percentage_points: commandsComparable ? pp(leftValue.commands.fraction, rightValue.commands.fraction) : null}, + input_share_down_absolute_up: inputComparable && leftValue.input.status === 'complete' && rightValue.input.status === 'complete' + && leftValue.input.fraction !== null && rightValue.input.fraction !== null + ? leftValue.input.fraction < rightValue.input.fraction && leftValue.input.tokens! > rightValue.input.tokens! : null, + command_share_down_absolute_up: commandsComparable && leftValue.commands.fraction !== null && rightValue.commands.fraction !== null + ? leftValue.commands.fraction < rightValue.commands.fraction && leftValue.commands.input! > rightValue.commands.input! : null, + // Fractions above are ratios of native request sums, never means of percentages. + // Percentage point deltas are computed here as well, not by the renderer. + input_method_comparable: inputComparable, command_method_comparable: commandsComparable}; +} + +export type TrajectoryUsageComparison = ReturnType; +export function projectTrajectoryUsageComparison(params: Record): TrajectoryUsageComparison { + if (!params.left || !params.right || typeof params.left !== 'object' || typeof params.right !== 'object') { + return {method: 'trajectory_usage_comparison_v1', status: 'unavailable', reason: 'capture_required'}; + } + return compareTrajectoryUsage(params.left as TrajectoryUsageCapture, params.right as TrajectoryUsageCapture); +} diff --git a/loopx/control_plane/effect_runtime_handlers.ts b/loopx/control_plane/effect_runtime_handlers.ts index 85ec873139..f9a1bc8d94 100644 --- a/loopx/control_plane/effect_runtime_handlers.ts +++ b/loopx/control_plane/effect_runtime_handlers.ts @@ -282,6 +282,7 @@ export function createEffectRuntimeHandlers( ["agent.capability_gate.evaluate", lazyHandler(() => import("./agents/capability_gate.ts"), ({evaluateCapabilityGate}) => evaluateCapabilityGate)], ["agent.capability_memory", lazyHandler(() => import("./agents/capability_memory.ts"), ({agentCapabilityMemory}) => agentCapabilityMemory)], ["benchmark.trajectory.codex-usage", lazyHandler(() => import("./capabilities/trajectory_codex_usage.ts"), ({summarizeTrajectoryCodexUsage}) => summarizeTrajectoryCodexUsage)], + ["benchmark.trajectory.usage-comparison", lazyHandler(() => import("./capabilities/trajectory_usage_comparison.ts"), ({projectTrajectoryUsageComparison}) => projectTrajectoryUsageComparison)], ["benchmark.trajectory.prepare", lazyHandler(() => import("./capabilities/trajectory_assessment.ts"), ({prepareTrajectoryAssessment}) => prepareTrajectoryAssessment)], ["benchmark.trajectory.qualify", lazyHandler(() => import("./capabilities/trajectory_assessment.ts"), ({qualifyTrajectoryAssessment}) => qualifyTrajectoryAssessment)], ["benchmark.trajectory.continuation", lazyHandler(() => import("./capabilities/trajectory_assessment_continuation.ts"), ({compareTrajectoryAssessments}) => compareTrajectoryAssessments)], diff --git a/loopx/presentation/research_analysis_api.py b/loopx/presentation/research_analysis_api.py index f90a51dc6c..51a6685ab5 100644 --- a/loopx/presentation/research_analysis_api.py +++ b/loopx/presentation/research_analysis_api.py @@ -68,7 +68,7 @@ def _research_analysis_read(self): required = {"goal_id", "pack_id", "analysis_key", "source_id", "first_line", "last_line"} if citation else {"goal_id"} if usage_turn: required = {"goal_id", "pack_id", "analysis_key", "turn_id"} - allowed = (required if citation or usage_turn else {"goal_id", "pack_id"}) | {"output_language"} + allowed = (required if citation or usage_turn else {"goal_id", "pack_id", "compare_pack_id"}) | {"output_language"} if not required <= query.keys() or query.keys() - allowed or any(len(v) != 1 for v in query.values()): raise ValueError("Use the registered Goal and opaque pack identifiers") values = {key: value[0] for key, value in query.items()} @@ -79,7 +79,17 @@ def _research_analysis_read(self): runtime = self._research_analysis_scope(goal_id) if runtime is None: return - if usage_turn: + if "compare_pack_id" in values: + if "pack_id" not in values: + raise ValueError("A comparison requires two explicit captures") + left = store.inspect_pack(runtime_root=runtime, owner_goal_id=goal_id, + pack_id=values["pack_id"], output_language=language) + right = store.inspect_pack(runtime_root=runtime, owner_goal_id=goal_id, + pack_id=values["compare_pack_id"], output_language=language) + self._research_analysis_verify_source_goal(runtime, goal_id, values["pack_id"], left) + self._research_analysis_verify_source_goal(runtime, goal_id, values["compare_pack_id"], right) + result = {"ok": True, "comparison": store.compare_captured_usage(left, right)} + elif usage_turn: self._research_analysis_verify_source_goal(runtime, goal_id, values["pack_id"]) result = store.read_usage_turn(runtime_root=runtime, owner_goal_id=goal_id, output_language=language, **values) diff --git a/tests/capabilities/test_trajectory_input_capture.py b/tests/capabilities/test_trajectory_input_capture.py index a2e4c59817..cc8f2a3ab5 100644 --- a/tests/capabilities/test_trajectory_input_capture.py +++ b/tests/capabilities/test_trajectory_input_capture.py @@ -125,6 +125,9 @@ def test_tool_inventory_is_opt_in_separate_and_retains_native_counter_identity(t assert 'tool_context' not in old['projection'] measured = _usage_capture(tmp_path, 'usage.jsonl', 'session', include_tool_context=True) inventory = measured['projection'].pop('tool_context') + footprint = measured['projection'].pop('loopx_requests') + assert footprint['status'] == 'observed' and footprint['recognized_requests'] == 0 + assert footprint['unmatched_calls'] == 1, 'A return before its request receipt stays unassociated' assert measured == old assert inventory['status'] == 'observed' assert inventory['loopx_tool_output_bytes'] == 15 @@ -142,7 +145,7 @@ def test_real_cli_registers_recorded_component_without_model_execution(tmp_path, "input": 'text(await tools.exec_command({cmd: "loopx status"}))'} reply = {"type": "custom_tool_call_output", "call_id": "tool", "output": "saved"} items = [{"type": "response_item", "payload": item} for item in (call, reply)] - (tmp_path / "usage.jsonl").write_text("\n".join(map(json.dumps, rows[:2] + items + rows[2:]))) + (tmp_path / "usage.jsonl").write_text("\n".join(map(json.dumps, rows[:2] + [items[0], rows[2], items[1]] + rows[3:]))) evidence = "Synthetic fixed negative result." (tmp_path / "evidence.txt").write_text(evidence) data = {"schema_version": "trajectory_assessment_input_v1", @@ -167,10 +170,16 @@ def test_real_cli_registers_recorded_component_without_model_execution(tmp_path, view = inspect_pack(runtime_root=runtime, owner_goal_id="research", pack_id=registered["pack_id"]) assert view["solver_usage"]["projection"]["loopx_input"]["input_fraction"] == 0.02 inventory = view["solver_usage"]["projection"]["tool_context"] + footprint = view["solver_usage"]["projection"]["loopx_requests"] + assert footprint["status"] == "observed" if direct_call: assert inventory["operations"] == [{"operation": "status", "calls": 1, "bytes": 5}] assert inventory["loopx_tool_output_fraction"] == 1.0 + assert footprint["recognized_requests"] == 1 + assert footprint["tokens"]["input_tokens"] == 100 + assert footprint["input_fraction"] == 1.0 # Whole request, distinct from the packet estimate above. else: assert inventory["loopx_tool_output_fraction"] is None + assert footprint["recognized_requests"] == 0 assert view["job"] is None and view["result"] is None assert "hello world" not in json.dumps(view) diff --git a/tests/control_plane_ts/trajectory_codex_usage.test.ts b/tests/control_plane_ts/trajectory_codex_usage.test.ts index afcfda3cd2..843390a1d2 100644 --- a/tests/control_plane_ts/trajectory_codex_usage.test.ts +++ b/tests/control_plane_ts/trajectory_codex_usage.test.ts @@ -28,7 +28,8 @@ test('invalid supplementary tool inventory cannot erase native counters', () => const before = run(); const result = summarize({events: fixture(), session_id: 'session', tool_context: [{line: 0}]}); assert.equal(result.tool_context?.status, 'unavailable'); - const {tool_context, ...native} = result; + assert.equal(result.loopx_requests?.status, 'unavailable'); + const {tool_context, loopx_requests, ...native} = result; assert.deepEqual(native, before); }); test('unknown counters, resets, missing prefix, session mismatch and unfinished work reject',()=>{ diff --git a/tests/control_plane_ts/trajectory_usage_comparison.test.ts b/tests/control_plane_ts/trajectory_usage_comparison.test.ts new file mode 100644 index 0000000000..9857a9b00a --- /dev/null +++ b/tests/control_plane_ts/trajectory_usage_comparison.test.ts @@ -0,0 +1,157 @@ +import assert from 'node:assert/strict'; +import test from 'node:test'; +import {readFileSync} from 'node:fs'; +import {summarizeTrajectoryCodexUsage} from '../../loopx/control_plane/capabilities/trajectory_codex_usage.ts'; +import {compareTrajectoryUsage, type TrajectoryUsageCapture} from '../../loopx/control_plane/capabilities/trajectory_usage_comparison.ts'; + +const tokens = (input: number, cached = 0, output = 1) => ({input_tokens: input, cached_input_tokens: cached, + cache_write_input_tokens: 0, output_tokens: output, reasoning_output_tokens: 0, total_tokens: input + output}); +function capture(id = 'one', input = [100, 900], amounts?: number[]) { + const events: any[] = [{line: 1, type: 'session_meta', payload: {id}}, + {line: 2, type: 'event_msg', payload: {type: 'task_started', turn_id: 'turn'}}]; + const tools: any[] = []; + let total = tokens(0, 0, 0); + for (let i = 0; i < input.length; i++) { + const line = 3 + i * 6, usage = tokens(input[i]!, 0), response = `${id}-${i}`; + total = tokens(total.input_tokens + usage.input_tokens, 0, total.output_tokens + 1); + tools.push({line, kind: 'call', call_id: `call-${i}`, argv: i === 0 ? ['loopx', 'quota', 'context-read'] : ['pytest']}, + {line: line + 2, kind: 'output', call_id: `call-${i}`, bytes: 1, sha256: 'a'.repeat(64), unmeasured_parts: 0}); + events.push({line: line + 1, type: 'token_usage_record', payload: {session_id: id, thread_id: id, + turn_id: 'turn', root_turn_id: 'turn', response_id: response, usage, thread_token_usage: {...total}, turn_token_usage: {...total}}}, + {line: line + 3, type: 'event_msg', payload: {type: 'token_count', info: {total_token_usage: {...total}, last_token_usage: usage}}}); + if (amounts?.[i] !== undefined) events.push({line: line + 4, type: 'loopx_input_token_attribution', payload: { + method: 'provider_input_token_attribution_v1', session_id: id, thread_id: id, turn_id: 'turn', root_turn_id: 'turn', + response_id: response, input_tokens: input[i], loopx_input_tokens: amounts[i]}}); + } + events.push({line: 3 + input.length * 6, type: 'event_msg', payload: {type: 'task_complete', turn_id: 'turn'}}); + events.forEach(e => {e.timestamp = new Date(Date.UTC(2026, 0, 1, 0, 0, e.line)).toISOString();}); + const summarize = (changes = {}) => summarizeTrajectoryCodexUsage({events, tool_context: tools, session_id: id, ...changes}); + return {events, tools, summarize}; +} +function pack(id: string, input: number[], attributed?: number[]): TrajectoryUsageCapture { + return {pack_id: id, title: id, scope: {goal_id: 'goal', case_id: 'case', run_id: id, revision: 'fixed', window: 'first hour'}, + solver_usage: {artifact: 'session.jsonl', artifact_sha256: 'a'.repeat(64), applicability: 'current', reason_code: null, + projection: capture(id, input, attributed).summarize()}}; +} + +test('whole-request footprint uses native sums and remains separate from control text and money', () => { + const c = capture(), usage = c.summarize(), v = usage.loopx_requests!; + assert.equal(v.status, 'observed'); if (v.status !== 'observed') return; + assert.equal(v.recognized_requests, 1); assert.equal(v.total_requests, 2); + assert.equal(v.tokens.input_tokens, 100); assert.equal(v.input_fraction, 0.1); + assert.equal(v.unclassified_calls, 1); assert.equal(v.mixed_call_requests, 0); + assert.equal(v.charged_cost, null); assert.equal(v.model_seconds, null); + assert.equal(usage.loopx_input, undefined, 'Identified commands never manufacture control-text tokens'); + const {loopx_requests, tool_context, ...legacy} = usage; + assert.deepEqual(c.summarize({tool_context: undefined}), legacy, 'Opt-out retains the existing complete projection'); +}); + +test('multiple calls in one request count once; duplicates do not count twice; mixed calls remain explicit', () => { + const c = capture(); + c.tools.push({line: 3.5, kind: 'call', call_id: 'extra', argv: ['pytest']}); + assert.equal(c.summarize().loopx_requests?.status, 'unavailable', 'Malformed source ordering is not repaired by sorting'); + const mixed = capture(); + for (const row of [...mixed.events, ...mixed.tools]) if (row.line >= 4) row.line += 3; + mixed.tools.push({line: 4, kind: 'call', call_id: 'same-response', argv: ['loopx', 'todo', 'list']}, + {line: 5, kind: 'call', call_id: 'task-call', argv: ['pytest']}, + {line: 10, kind: 'output', call_id: 'same-response', bytes: 1, sha256: 'b'.repeat(64), unmeasured_parts: 0}, + {line: 11, kind: 'output', call_id: 'task-call', bytes: 1, sha256: 'c'.repeat(64), unmeasured_parts: 0}); + mixed.tools.sort((a,b) => a.line-b.line); + const m = mixed.summarize().loopx_requests!; + assert.equal(m.status, 'observed'); if (m.status !== 'observed') return; + assert.equal(m.recognized_requests, 1); assert.equal(m.tokens.input_tokens, 100); + assert.equal(m.mixed_call_requests, 1); assert.equal(m.requests[0]!.call_lines.length, 2); + const d = capture(); + d.tools[2].argv = ['loopx', 'todo', 'list']; + d.events.splice(4, 0, {...structuredClone(d.events[2]), line: 7, timestamp: '2026-01-01T00:00:07.000Z'}); + const v = d.summarize().loopx_requests!; + assert.equal(v.status, 'observed'); if (v.status !== 'observed') return; + assert.equal(v.recognized_requests, 2); assert.equal(v.tokens.input_tokens, 1000); + assert.equal(d.summarize().request_coverage?.status, 'verified'); +}); + +test('a late return across another response is unassociated; zero observed matches is distinct from missing observations', () => { + const c = capture(); c.tools[1].line = 14; + c.tools.sort((a,b) => a.line-b.line); + const v = c.summarize().loopx_requests!; + assert.equal(v.status, 'observed'); if (v.status !== 'observed') return; + assert.equal(v.recognized_requests, 0); assert.equal(v.input_fraction, 0); assert.equal(v.unmatched_calls, 1); + assert.equal(c.summarize({tool_context: undefined}).loopx_requests, undefined); + const mirrored = capture(); + for (const row of [...mirrored.events, ...mirrored.tools]) if (row.line >= 4) row.line += 2; + mirrored.tools[1].line = 4; + mirrored.tools.splice(2, 0, {...structuredClone(mirrored.tools[1]), line: 7}); + const duplicate = mirrored.summarize().loopx_requests!; + assert.equal(duplicate.status, 'observed'); if (duplicate.status !== 'observed') return; + assert.equal(duplicate.recognized_requests, 0, 'A mirrored early return cannot become a new late return'); + assert.equal(duplicate.unmatched_calls, 1); + const compacted = capture(); + compacted.events.splice(4, 0, {line: 7, timestamp: '2026-01-01T00:00:07.000Z', type: 'compacted', + payload: {compaction_response_id: 'one-0', latest_token_usage_record: structuredClone(compacted.events[2].payload)}}); + const compact = compacted.summarize().loopx_requests!; + assert.equal(compact.status, 'observed'); if (compact.status !== 'observed') return; + assert.equal(compact.recognized_requests, 0, 'Automatic compaction is never a command-issuing inference'); + assert.equal(compact.unmatched_calls, 1); +}); + +test('comparison uses sums, preserves partial attribution, and reports a falling share with rising absolute input', () => { + const left = pack('left', [100, 900], [10, 90]), right = pack('right', [100, 100], [10, 10]); + const v = compareTrajectoryUsage(left, right); + assert.equal(v.status, 'observed'); if (v.status !== 'observed') return; + assert.equal(v.left.input.fraction, 0.1); assert.equal(v.delta.input_percentage_points, 0); + assert.equal(v.delta.input_tokens, 80); assert.equal(v.left.total.input, 1000); + const baseline = pack('baseline', [100, 100], [50, 0]); + const falling = compareTrajectoryUsage(left, baseline); + assert.equal(falling.status, 'observed'); if (falling.status !== 'observed') return; + assert.equal(falling.input_share_down_absolute_up, true); assert.equal(falling.delta.input_percentage_points, -15); + const partial = compareTrajectoryUsage(pack('partial', [100, 900], [10]), right); + assert.equal(partial.status, 'observed'); if (partial.status !== 'observed') return; + assert.equal(partial.left.input.tokens, 10); assert.equal(partial.left.input.unattributed_requests, 1); + assert.equal(partial.delta.input_tokens, null); assert.equal(partial.delta.input_percentage_points, null); + const weighted = compareTrajectoryUsage(pack('weighted', [100, 900], [50, 0]), right); + assert.equal(weighted.status, 'observed'); if (weighted.status !== 'observed') return; + assert.equal(weighted.left.input.fraction, 0.05, '50 / 1000, not the mean of 50% and 0%'); +}); + +test('four real native prefixes retain the Bench owner counts, missing text attribution and the Codec counterexample', () => { + const fixture = JSON.parse(readFileSync(new URL('../../apps/presentation/dashboard/src/data/fixtures/research-usage-real-captures.json', import.meta.url), 'utf8')); + const packs: TrajectoryUsageCapture[] = fixture.packs; + assert.equal(packs.length, 4); + assert.deepEqual(packs.map(p => p.solver_usage!.projection.request_coverage!.status === 'verified' + ? p.solver_usage!.projection.request_coverage!.unique_requests : null), [997, 554, 818, 956]); + assert.deepEqual(packs.map(p => p.solver_usage!.projection.loopx_requests!.status === 'observed' + ? p.solver_usage!.projection.loopx_requests!.recognized_requests : null), [74, 30, 58, 4]); + const codec = compareTrajectoryUsage(packs[0]!, packs[1]!); + assert.equal(codec.status, 'observed'); if (codec.status !== 'observed') return; + assert.equal(codec.left.commands.uncached, 1500082); assert.equal(codec.right.commands.uncached, 91544); + assert.equal(codec.command_share_down_absolute_up, true); + assert.equal(codec.left.input.tokens, null); assert.equal(codec.right.input.fraction, null); + assert.equal(codec.left.input.unattributed_requests, 997); assert.equal(codec.delta.input_percentage_points, null); + assert.equal(codec.left.commands.charged_cost, null); + const grid = compareTrajectoryUsage(packs[2]!, packs[3]!); + assert.equal(grid.status, 'observed'); if (grid.status !== 'observed') return; + assert.equal(grid.left.commands.uncached, 447095); assert.equal(grid.right.commands.uncached, 11721); + assert.equal(grid.left.input.unattributed_requests, 818); assert.equal(grid.right.input.unattributed_requests, 956); + for (let i=0; i { + const zero = compareTrajectoryUsage(pack('a', [0]), pack('b', [0])); + assert.equal(zero.status, 'observed'); if (zero.status !== 'observed') return; + assert.equal(zero.left.input.tokens, null); assert.equal(zero.left.commands.input, 0); + assert.equal(zero.left.commands.fraction, null); assert.equal(zero.delta.command_percentage_points, null); + for (const mutate of [ + (p: TrajectoryUsageCapture) => {p.scope!.goal_id = 'other';}, + (p: TrajectoryUsageCapture) => {p.scope!.case_id = 'other';}, + (p: TrajectoryUsageCapture) => {p.scope!.revision = 'other';}, + (p: TrajectoryUsageCapture) => {p.scope!.window = 'later';}, + (p: TrajectoryUsageCapture) => {p.solver_usage!.applicability = 'historical';}, + (p: TrajectoryUsageCapture) => {p.solver_usage!.projection.session_id = 'left';}, + (p: TrajectoryUsageCapture) => {p.solver_usage!.projection.method = 'codex_observed_session_counters_v1';}, + (p: TrajectoryUsageCapture) => {p.solver_usage!.projection.request_coverage = undefined;}, + ]) {const right = pack('right', [100]); mutate(right); assert.equal(compareTrajectoryUsage(pack('left', [100]), right).status, 'unavailable');} +}); diff --git a/tests/presentation/test_research_analysis_api.py b/tests/presentation/test_research_analysis_api.py index 8933315f17..8f45bdac4e 100644 --- a/tests/presentation/test_research_analysis_api.py +++ b/tests/presentation/test_research_analysis_api.py @@ -820,3 +820,31 @@ def test_usage_turn_http_reads_registered_counter_evidence_without_analysis(work w["request"](suffix="/usage-turn", **query) assert error.value.code == 409 assert not w["count"].exists() + + +def test_usage_comparison_http_is_source_scoped_read_only_and_keeps_unknown(workspace): + from tests.capabilities.test_trajectory_assessment_store import _usage_fixture + + w, read = workspace, workspace["request"] + packs = [] + for session in ("solver-session", "reference-session"): + artifact = session + ".jsonl" + (w["sources"] / artifact).write_text(_usage_fixture().replace("solver-session", session)) + packs.append(register_pack(runtime_root=w["tmp_path"] / "runtime", owner_goal_id="research-owner", + input_path=w["tmp_path"] / "input.json", source_root=w["sources"], title=session, + usage_jsonl=artifact, usage_session_id=session)) + query = dict(pack_id=packs[0]["pack_id"], compare_pack_id=packs[1]["pack_id"]) + comparison = read(**query)["comparison"] + # The historical fixture has no request receipts. Native counters cannot + # manufacture reconciled coverage or an attributable zero from that gap. + assert comparison == dict(method="trajectory_usage_comparison_v1", status="unavailable", + reason="request_coverage_unavailable") + for invalid in (dict(compare_pack_id=packs[1]["pack_id"]), + dict(query, compare_pack_id="0" * 64), dict(query, goal="other-owner"), + dict(query, first_line="1")): + with pytest.raises(HTTPError) as failure: + read(**invalid) + assert failure.value.code in {400, 409} + for pack in packs: + assert read(pack_id=pack["pack_id"])["pack"]["job"] is None + assert not w["count"].exists(), "GET comparison and its refusal never dispatch an analysis" From 3d60d910274cf2279afee7e0f64d2de0be75a4ab Mon Sep 17 00:00:00 2001 From: LoopX Agent <337587101+loopx-agent@users.noreply.github.com> Date: Fri, 6 Nov 2026 02:41:37 +0800 Subject: [PATCH 3/8] fix(runtime): preserve raw quota JSON for native goal admission Signed-off-by: LoopX Agent <337587101+loopx-agent@users.noreply.github.com> --- loopx/zcode_goal_mode/cli.ts | 3 +- tests/control_plane/test_pr_wait_history.py | 3 +- tests/control_plane/test_quota_selection.py | 6 +-- tests/test_zcode_goal_bridge.py | 46 +++++++++++++++++++++ 4 files changed, 53 insertions(+), 5 deletions(-) diff --git a/loopx/zcode_goal_mode/cli.ts b/loopx/zcode_goal_mode/cli.ts index aed919e0ff..0639771aa7 100644 --- a/loopx/zcode_goal_mode/cli.ts +++ b/loopx/zcode_goal_mode/cli.ts @@ -47,7 +47,8 @@ async function runJSON(command: string[], args: string[], request: NativeRequest const child = execFile(command[0], [...command.slice(1), ...args], { cwd: request.project, windowsHide: true, timeout: ADMISSION_TIMEOUT_MS, maxBuffer: 1024 * 1024, encoding: "utf8", - env: {...process.env, LOOPX_USAGE_PING: "0"}, + // These internal consumers need Core JSON, not model-facing navigation. + env: {...process.env, LOOPX_USAGE_PING: "0", LOOPX_CONTEXT_DELIVERY: "off"}, }, (error, stdout) => { if (error) return reject(new ZCodeGoalError("LoopX authority or quota check failed")); try { diff --git a/tests/control_plane/test_pr_wait_history.py b/tests/control_plane/test_pr_wait_history.py index a8ac608e78..c65b36a963 100644 --- a/tests/control_plane/test_pr_wait_history.py +++ b/tests/control_plane/test_pr_wait_history.py @@ -69,7 +69,8 @@ def read(): assert read()["resume_ready"] is True # Production status/attention/index and quota consume the same resume owner. status = cli("status", "--goal-id", "goal-a") - quota = cli("quota", "should-run", "--goal-id", "goal-a", "--agent-id", "agent-a") + quota = cli("quota", "should-run", "--goal-id", "goal-a", "--agent-id", "agent-a", + "--context-delivery", "off") def resume_rows(value): if isinstance(value, dict): diff --git a/tests/control_plane/test_quota_selection.py b/tests/control_plane/test_quota_selection.py index 5979aa2854..2a9c068d82 100644 --- a/tests/control_plane/test_quota_selection.py +++ b/tests/control_plane/test_quota_selection.py @@ -135,7 +135,7 @@ def test_large_history_completes_public_quota_through_vision_wait(tmp_path, monk before = read_canonical_todos_if_promoted(runtime_root=runtime, goal_id="goal-history") narrative = state.read_bytes() code, packet = run_json_cli_result("quota", "should-run", "--goal-id", "goal-history", - "--agent-id", "agent-b", registry_path=registry, runtime_root=runtime) + "--agent-id", "agent-b", "--context-delivery", "off", registry_path=registry, runtime_root=runtime) assert code == 0, packet assert packet["agent_todo_summary"]["total_count"] == 2501 assert packet["selected_todo"]["todo_id"] == "todo_tail" @@ -299,7 +299,7 @@ def test_public_quota_route_read_keeps_claim_exclusion_and_provider_unchanged(tm before = read_canonical_todos_if_promoted(runtime_root=runtime, goal_id="goal-route") narrative = state.read_bytes() if state.exists() else None code, packet = run_json_cli_result("quota", "should-run", "--goal-id", "goal-route", "--agent-id", "agent-b", - "--include-detail", "agent-todos", registry_path=registry, runtime_root=runtime) + "--include-detail", "agent-todos", "--context-delivery", "off", registry_path=registry, runtime_root=runtime) assert code == 0, packet routes = packet["agent_todo_summary"] assert routes["route_continuation_replan_count"] == 4 @@ -357,7 +357,7 @@ def test_public_quota_keeps_gate_from_real_canonical_provider(tmp_path: Path, di state.write_text("# Stale projection\n## User Todo\n- [x] Old approval.\n") before = state.read_bytes() if state.exists() else None code, packet = run_json_cli_result("quota", "should-run", "--goal-id", "goal-scope", - "--agent-id", "agent-b", registry_path=registry, runtime_root=runtime) + "--agent-id", "agent-b", "--context-delivery", "off", registry_path=registry, runtime_root=runtime) assert code == 0, packet assert packet["requires_user_action"] is True gates = packet["user_todo_summary"]["gate_open_items"] diff --git a/tests/test_zcode_goal_bridge.py b/tests/test_zcode_goal_bridge.py index 1ef6d767e2..631915e2ed 100644 --- a/tests/test_zcode_goal_bridge.py +++ b/tests/test_zcode_goal_bridge.py @@ -843,6 +843,52 @@ def _revise_acceptance(registry: Path, objective: str) -> dict: return bridge._goal_basis(bridge.validate_zcode_binding(registry_path=registry, goal_id="delivery", agent_id="zcode-worker")) +@pytest.mark.parametrize("context_mode", ["on", "off"]) +@pytest.mark.parametrize("condition", ["ready", "user_gate", "zero_quota"]) +def test_native_admission_matches_core_with_model_context_enabled( + promoted_native_goal, monkeypatch, context_mode, condition, +): + import os + from loopx.todos import add_goal_todo + + registry, project, stub, _ = promoted_native_goal + monkeypatch.setenv("LOOPX_CONTEXT_DELIVERY", context_mode) + if condition == "user_gate": + add_goal_todo(registry_path=registry, goal_id="delivery", role="user", + text="Confirm the original export destination", task_class="user_gate", + blocks_agent="zcode-worker") + elif condition == "zero_quota": + data = json.loads(registry.read_text(encoding="utf-8")) + data["goals"][0]["quota"]["allowed_slots"] = 0 + registry.write_text(json.dumps(data), encoding="utf-8") + source = registry.read_bytes() + state = (project / "state.md").read_bytes() + direct = subprocess.run([sys.executable, "-m", "loopx.cli", "--registry", str(registry), + "--format", "json", "quota", "should-run", "--goal-id", "delivery", + "--agent-id", "zcode-worker", "--runtime-profile", "generic_cli", + "--available-capability", "shell", "--available-capability", "filesystem_write"], + capture_output=True, text=True, check=True, + env={**os.environ, "LOOPX_CONTEXT_DELIVERY": "off"}) + expected = json.loads(direct.stdout) + assert expected["should_run"] is (condition == "ready"), expected + bound = bridge.zcode_goal_operation(action="bind", registry_path=registry, + goal_id="delivery", agent_id="zcode-worker", project=project, cli_path=str(stub)) + assert bound["ok"] is True + observed = bridge.zcode_goal_operation(action="start", registry_path=registry, + goal_id="delivery", agent_id="zcode-worker") + assert observed["quota"]["should_run"] == expected["should_run"], observed + assert observed["quota"]["reason"] == expected["reason"], observed + assert observed["native"]["running"] is (condition == "ready"), observed + if condition != "ready": + assert observed["native"]["target_id"] is None + else: + assert bridge.zcode_goal_operation(action="stop", registry_path=registry, + goal_id="delivery", agent_id="zcode-worker")["ok"] is True + assert os.environ["LOOPX_CONTEXT_DELIVERY"] == context_mode + assert registry.read_bytes() == source + assert (project / "state.md").read_bytes() == state + + def test_journal_without_recorded_basis_refuses_resume_until_stop_start_records_it(promoted_native_goal): registry, project, stub, journal_dir = promoted_native_goal From c285ea714293db2ccb7c5f6f954537658d57205d Mon Sep 17 00:00:00 2001 From: LoopX Agent <337587101+loopx-agent@users.noreply.github.com> Date: Thu, 5 Nov 2026 18:54:44 +0800 Subject: [PATCH 4/8] feat(research): compare real captured LoopX request usage Signed-off-by: LoopX Agent <337587101+loopx-agent@users.noreply.github.com> --- .../dashboard/smoke/research-usage-real.ts | 164 + .../research-usage-real-captures.json | 5875 +++++++++++++++++ .../goal-research-analysis.tsx | 13 +- .../goal-research-progress.css | 23 + .../goal-research-progress.tsx | 5 +- .../research-usage-comparison.tsx | 133 + docs/reference/trajectory-assessment.md | 65 + .../research-history-backend.py | 2 +- .../research-real-benchmark.mjs | 2 + .../trajectory_assessment_store.py | 19 + .../trajectory_assessment_types.ts | 12 + .../capabilities/trajectory_codex_usage.ts | 5 + .../capabilities/trajectory_loopx_requests.ts | 87 + .../capabilities/trajectory_tool_context.ts | 4 +- .../trajectory_usage_comparison.ts | 101 + .../control_plane/effect_runtime_handlers.ts | 1 + loopx/presentation/research_analysis_api.py | 14 +- .../test_trajectory_input_capture.py | 11 +- .../trajectory_codex_usage.test.ts | 3 +- .../trajectory_usage_comparison.test.ts | 157 + .../test_research_analysis_api.py | 28 + 21 files changed, 6714 insertions(+), 10 deletions(-) create mode 100644 apps/presentation/dashboard/smoke/research-usage-real.ts create mode 100644 apps/presentation/dashboard/src/data/fixtures/research-usage-real-captures.json create mode 100644 apps/presentation/dashboard/src/features/personal-workspace/research-usage-comparison.tsx create mode 100644 loopx/control_plane/capabilities/trajectory_loopx_requests.ts create mode 100644 loopx/control_plane/capabilities/trajectory_usage_comparison.ts create mode 100644 tests/control_plane_ts/trajectory_usage_comparison.test.ts diff --git a/apps/presentation/dashboard/smoke/research-usage-real.ts b/apps/presentation/dashboard/smoke/research-usage-real.ts new file mode 100644 index 0000000000..03366b9928 --- /dev/null +++ b/apps/presentation/dashboard/smoke/research-usage-real.ts @@ -0,0 +1,164 @@ +/** Frozen, real nine-hour counter projections. Synthetic cases are limited to + * transport failure, cancellation and stale-source boundaries, never outcomes. */ +import assert from 'node:assert/strict'; +import {createHash} from 'node:crypto'; +import {mkdtemp, readFile, rm, writeFile} from 'node:fs/promises'; +import {tmpdir} from 'node:os'; +import {resolve} from 'node:path'; +import type {Browser, Page} from 'playwright'; + +type Owner = {base: string; close(): Promise}; +type Context = {repoRoot: string; outputDir: string; startOwner(path: string): Promise}; + +export async function readRealUsage(browser: Browser, context: Context) { + const source = JSON.parse(await readFile(resolve(context.repoRoot, + 'apps/presentation/dashboard/src/data/fixtures/research-usage-real-captures.json'), 'utf8')); + const directory = await mkdtemp(resolve(tmpdir(), 'loopx-usage-display-')); + const path = resolve(directory, 'readbacks.json'); + const records: Record = {}; + const record = (key: string, query: Record, response: unknown) => { + records[key] = {request_path: '/api/chat/research-analysis?' + new URLSearchParams(query), response, + response_sha256: createHash('sha256').update(JSON.stringify(response)).digest('hex')}; + }; + const ids: string[] = source.packs.map((p: {pack_id: string}) => p.pack_id); + for (const language of ['original', 'zh', 'en']) { + const identities = source.readback_identities[language]; + const packs = source.packs.map((p: {pack_id: string}) => ({...p, ...identities[p.pack_id]})); + const query = {goal_id: source.owner_goal_id, ...(language === 'original' ? {} : {output_language: language})}; + for (const pack of packs) { + const response = {ok: true, execution_enabled: false, + catalog: {availability: 'available', reason_code: null, default_pack_id: source.default_pack_id, packs}, pack}; + record(`${language}:${pack.pack_id}`, {...query, pack_id: pack.pack_id}, response); + if (pack.pack_id === source.default_pack_id) record(language, query, response); + for (const reference of ids.filter(id => id !== pack.pack_id)) { + record(`${language}:${pack.pack_id}:${reference}`, {...query, pack_id: pack.pack_id, compare_pack_id: reference}, + source.comparisons[`${pack.pack_id}:${reference}`]); + } + } + } + await writeFile(path, JSON.stringify({goal_id: source.owner_goal_id, display_name: 'LoopX Benchmark', events: [], analysis_readbacks: records})); + let owner: Owner | undefined, page: Page | undefined; + let mutations = 0; + try { + owner = await context.startOwner(path); + page = await browser.newPage({viewport: {width: 1440, height: 900}}); + await page.addInitScript(() => localStorage.setItem('loopx-pw-locale', + new URLSearchParams(location.search).get('fixture_language') === 'zh' ? 'zh-CN' : 'en')); + page.on('request', request => {if (request.method() !== 'GET') mutations++;}); + const open = async (index: number, language = 'en', reference?: number) => { + const query = new URLSearchParams({goalId: source.owner_goal_id, view: 'research', + fixture_language: language, + research_analysis_goal: source.owner_goal_id, research_pack: ids[index]!, + ...(reference === undefined ? {} : {research_compare: ids[reference]!})}); + await page!.goto(`${owner!.base}/chat/?${query}`); + await page!.waitForFunction(() => document.querySelector('.research-history')?.getAttribute('aria-busy') === 'false'); + const progress = page!.locator('.research-progress'); + await progress.getByRole('combobox', {name: language === 'zh' ? '评估范围' : 'Evaluation scope', exact: true}).waitFor(); + await progress.locator(`[data-pack-id="${ids[index]}"]`).waitFor(); + if (!await progress.locator('.research-progress-basis').evaluate(element => (element as HTMLDetailsElement).open)) { + await progress.locator('.research-progress-basis > summary').click(); + } + const comparison = progress.locator('.research-usage-comparison'); + if (!await comparison.evaluate(element => (element as HTMLDetailsElement).open)) await comparison.locator(':scope > summary').click(); + return comparison; + }; + const codec = await open(0, 'en', 1); + await codec.locator('table').waitFor(); + assert.match(await codec.innerText(), /share fell while its absolute input rose/); + const row = (label: string) => codec.getByRole('row').filter({has: page!.getByRole('rowheader', {name: label, exact: true})}); + assert.deepEqual(await row('All-request input (includes cache)').locator('td').allTextContents(), ['184,098,417', '95,917,713', '+88,180,704']); + assert.deepEqual(await row('LoopX command requests · whole input').locator('td').allTextContents(), ['10,358,194', '5,561,624', '+4,796,570']); + assert.deepEqual(await row('Control text / input').locator('td').allTextContents(), ['—', '—', '— pp']); + assert.deepEqual(await row('LoopX command requests / input').locator('td').allTextContents(), ['5.6%', '5.8%', '-0.17 pp']); + assert.match(await page.getByRole('region', {name: 'Requests issuing LoopX commands', exact: true}).innerText(), /74 \/ 997.*incomplete attribution/); + await codec.locator('.research-comparison-sources > details > summary').first().click(); + assert.match(await codec.innerText(), /codec-sol-xhigh-03-explore-on-fourarm-r12-a2/); + assert.match(await codec.innerText(), /78a399ae364790c30481e448276c9dddb57b00ee1ddc61300110d45673243be8/); + assert.equal(await page.getByRole('button', {name: /Analyze selected scope|用中文分析/}).count(), 0); + for (const width of [1440, 390]) { + await page.setViewportSize({width, height: 900}); + await codec.scrollIntoViewIfNeeded(); + assert.equal(await page.evaluate(() => document.documentElement.scrollWidth > innerWidth), false); + assert((await codec.locator('caption').boundingBox())!.height < 80, + 'The narrow caption must remain a line, not one character per row'); + await page.screenshot({path: resolve(context.outputDir, `research-usage-real-codec-en-${width}.png`), animations: 'disabled'}); + } + await codec.getByRole('combobox').selectOption(ids[2]!); + await codec.getByRole('status').filter({hasText: 'cannot be aligned'}).waitFor(); + assert.equal(await codec.locator('table').count(), 0, 'Cross-case selection must remove the old comparison'); + await page.goBack(); + await page.locator('.research-progress-basis > summary').waitFor(); + if (!await page.locator('.research-progress-basis').evaluate(element => (element as HTMLDetailsElement).open)) { + await page.locator('.research-progress-basis > summary').click(); + } + if (!await codec.evaluate(element => (element as HTMLDetailsElement).open)) await codec.locator(':scope > summary').click(); + await codec.locator('table').waitFor(); + assert.equal(await codec.getByRole('combobox').inputValue(), ids[1]); + const grid = await open(2, 'zh', 3); + await grid.locator('table').waitFor(); + assert.match(await page.getByRole('region', {name: 'LoopX 命令请求', exact: true}).innerText(), /58 \/ 818/); + assert.match(await grid.innerText(), /10,759,031/); + assert.match(await grid.innerText(), /373,449/); + await page.reload(); + await page.locator('.research-progress-basis > summary').click(); + const restored = page.locator('.research-usage-comparison'); + await restored.locator(':scope > summary').click(); + await restored.locator('table').waitFor(); + assert.equal(await restored.getByRole('combobox').inputValue(), ids[3]); + await restored.locator(':scope > summary').focus(); + await page.keyboard.press('Enter'); + assert.equal(await restored.evaluate(element => (element as HTMLDetailsElement).open), false); + await page.keyboard.press('Enter'); + await restored.locator('table').waitFor(); + await page.screenshot({path: resolve(context.outputDir, 'research-usage-real-grid-zh-390.png'), animations: 'disabled'}); + + // An explicit transient transport failure cannot retain an earlier number. + const endpoint = '**/api/chat/research-analysis?*'; + await page.route(endpoint, route => new URL(route.request().url()).searchParams.has('compare_pack_id') + ? route.fulfill({status: 503, contentType: 'application/json', body: JSON.stringify({error: 'Source unavailable'})}) : route.continue()); + await restored.locator(':scope > summary').click(); + await restored.locator(':scope > summary').click(); + await restored.getByRole('alert').waitFor(); + assert.equal(await restored.locator('table').count(), 0); + await page.unroute(endpoint); + await restored.getByRole('button', {name: '重试读取', exact: true}).click(); + await restored.locator('table').waitFor(); + + // Cancel a delayed successful response; its late completion cannot win. + let release!: () => void; + const released = new Promise(accept => {release = accept;}); + let started!: () => void; + const pending = new Promise(accept => {started = accept;}); + await page.route(endpoint, async route => { + const query = new URL(route.request().url()).searchParams; + if (!query.has('compare_pack_id')) return route.continue(); + started(); await released; + await route.fulfill({json: source.comparisons[`${ids[2]}:${ids[3]}`]}).catch(() => {}); + }); + await restored.locator(':scope > summary').click(); + await restored.locator(':scope > summary').click(); + await pending; + await restored.getByRole('button', {name: '取消读取', exact: true}).click(); + assert.match(await restored.innerText(), /已取消读取对照/); + assert.equal(await restored.locator(':scope > summary').evaluate(element => element === document.activeElement), true); + release(); await page.unrouteAll({behavior: 'wait'}); + assert.equal(await restored.locator('table').count(), 0); + await restored.getByRole('button', {name: '重试读取', exact: true}).click(); + await restored.locator('table').waitFor(); + const readback = await (await page.request.get(`${owner.base}/fixture/readback`)).json(); + assert.equal(readback.source_unchanged, true); + assert.equal(readback.mutation_attempts, 0); + assert.equal(mutations, 0, 'Browsing, language, comparison, back, reload, cancellation and retry are GET-only'); + return {real_captures: 4, native_responses: 3325, recognized: [74, 30, 58, 4], model_calls: 0, source_unchanged: true}; + } catch (error) { + if (page) console.error('Real usage readback failure', await page.evaluate(() => ({ + query: location.search, comparison: document.querySelector('.research-usage-comparison')?.textContent?.slice(0,1200), + selections: [...document.querySelectorAll('.research-progress select')].map(element => (element as HTMLSelectElement).value), + disclosures: [...document.querySelectorAll('.research-progress details')].map(element => ({ + name: element.querySelector('summary')?.textContent?.slice(0,80), open: (element as HTMLDetailsElement).open})).slice(-4), + }))); + throw error; + } finally { + await page?.close(); await owner?.close(); await rm(directory, {recursive: true, force: true}); + } +} diff --git a/apps/presentation/dashboard/src/data/fixtures/research-usage-real-captures.json b/apps/presentation/dashboard/src/data/fixtures/research-usage-real-captures.json new file mode 100644 index 0000000000..8c19c9b835 --- /dev/null +++ b/apps/presentation/dashboard/src/data/fixtures/research-usage-real-captures.json @@ -0,0 +1,5875 @@ +{ + "schema_version": "research_usage_display_fixture_v1", + "boundary": "Frozen display projections of four registered first-nine-hour solver captures. No raw prompts, tool arguments, trajectories, scoring internals or billing data. Descriptive observations, not live execution, matched-study qualification or causal benefit.", + "methods": { + "request_counters": "codex_request_reconciliation_v1", + "command_association": "codex_ordered_loopx_requests_v1", + "input_attribution": "Not captured; unknown, not zero." + }, + "lineage": [ + { + "original_pack_id": "68e433daa1b2f13318f683164004afc799e604fc4fdc7e0ba1cb1bc7e2c24307", + "candidate_pack_id": "691b0e483bdfb23ba3076ee69053008662de2bc04bee6c18f8af657c95704f71", + "source_sha256": "78a399ae364790c30481e448276c9dddb57b00ee1ddc61300110d45673243be8" + }, + { + "original_pack_id": "247d226ac836938e63281ced05ad04c4e5326883e81a2ea6846aa4f48c0086dc", + "candidate_pack_id": "7402d72472caa8c3f956643ceeead684691a36d3ae5f0d7438cfb11b838a841f", + "source_sha256": "a6a0acf70df5dde067ee06de20a5c3f28fde9f245714b2dfca206cfe5e7e0e25" + }, + { + "original_pack_id": "c3e4fb9bfd4f00360d96ba06f0a606d86ee0caa30ec4778144d7fb9cd5f8a469", + "candidate_pack_id": 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+ "input_method_comparable": false, + "command_method_comparable": true + } + } + } +} diff --git a/apps/presentation/dashboard/src/features/personal-workspace/goal-research-analysis.tsx b/apps/presentation/dashboard/src/features/personal-workspace/goal-research-analysis.tsx index f016a45158..1a640313d1 100644 --- a/apps/presentation/dashboard/src/features/personal-workspace/goal-research-analysis.tsx +++ b/apps/presentation/dashboard/src/features/personal-workspace/goal-research-analysis.tsx @@ -2,6 +2,7 @@ import {useCallback, useEffect, useLayoutEffect, useRef, useState} from "react"; import {ArrowLeft, ArrowUpRight, ChevronDown, CircleHelp, History, LoaderCircle, RefreshCw, Sparkles, TriangleAlert, X} from "lucide-react"; import type {AssessmentCitation, TrajectoryAssessment, TrajectoryEpisode, TrajectoryOutputLanguage, TrajectoryContinuation} from "../../../../../../loopx/control_plane/capabilities/trajectory_assessment_types.js"; import {ResearchProgress, episodeQuestionGroups, metricCopy, verdictLabel, type ResearchProgressPack} from "./goal-research-progress"; +import type {TrajectoryUsageComparison} from "../../../../../../loopx/control_plane/capabilities/trajectory_usage_comparison.js"; import {requestJson} from "../../data/chat"; import {sourceReadApiUrl} from "../../data/local-status-query"; import {ContextHelp} from "./context-help"; @@ -73,6 +74,14 @@ export async function readAnalysisSnapshot(goalId: string, packId: string | null export function useResearchAnalysis(goalId: string, active: boolean, zh: boolean, readSourceUrl?: string) { const endpoint = "/api/chat/research-analysis"; const outputLanguage = zh ? "zh" : "en"; + const readUsageComparison = useCallback(async (packId: string, referenceId: string, signal: AbortSignal) => { + const query = new URLSearchParams({goal_id: goalId, pack_id: packId, compare_pack_id: referenceId, output_language: outputLanguage}); + const value = await requestJson<{ok: boolean; comparison: TrajectoryUsageComparison}>( + sourceReadApiUrl(readSourceUrl, `${endpoint}?${query}`), {signal}); + if (!value?.ok || value.comparison?.method !== "trajectory_usage_comparison_v1" + || !["observed", "unavailable"].includes(value.comparison.status)) throw new Error("Comparison readback unavailable"); + return value.comparison; + }, [goalId, readSourceUrl, outputLanguage]); const [citation, setCitation] = useState(null); const [citationError, setCitationError] = useState(""); const [citationBusy, setCitationBusy] = useState(false); @@ -232,7 +241,7 @@ export function useResearchAnalysis(goalId: string, active: boolean, zh: boolean const readCitation = (c: AssessmentCitation, origin?: HTMLButtonElement) => readEvidence({source_id: c.source_id, first_line: String(c.first_line), last_line: String(c.last_line)}, "citation", origin); const readUsageTurn = (turnId: string, origin: HTMLButtonElement) => readEvidence({turn_id: turnId}, "usage-turn", origin); const closeCitation = () => {citeGeneration.current++; setCitation(null); setCitationError(""); setCitationBusy(false); requestAnimationFrame(() => sourceTrigger.current?.focus());}; - return {readOnly: currentSnapshot?.execution_enabled === false || (Boolean(readSourceUrl) && currentSnapshot?.execution_enabled !== true), citation, citationBusy, citationError, sourcePanel, readCitation, readUsageTurn, closeCitation, goalId, zh, location, snapshot: currentSnapshot, pack: readingPack, requestPack: pack, savedOriginal, readError, error, loading, pending, cancelPending, recordedRunning, panel, trigger, read, show, execute, cancel, + return {readOnly: currentSnapshot?.execution_enabled === false || (Boolean(readSourceUrl) && currentSnapshot?.execution_enabled !== true), sourceScope, readUsageComparison, citation, citationBusy, citationError, sourcePanel, readCitation, readUsageTurn, closeCitation, goalId, zh, location, snapshot: currentSnapshot, pack: readingPack, requestPack: pack, savedOriginal, readError, error, loading, pending, cancelPending, recordedRunning, panel, trigger, read, show, execute, cancel, close: () => {citeGeneration.current++; setCitation(null); setCitationError(""); setCitationBusy(false); navigate(false); requestAnimationFrame(() => trigger.current?.focus());}, select: (id: string) => navigate(location.open, id, true)}; } type Controller = ReturnType; @@ -327,7 +336,7 @@ export function ResearchAnalysisStatus({analysis: a}: {analysis: Controller}) { export function ResearchProgressSummary({analysis: a, includeReport = true}: {analysis: Controller; includeReport?: boolean}) { const packs = a.snapshot?.catalog.packs ?? []; if (!a.pack && !packs.length) return null; - return ; + return ; } export function ResearchReportSummary({analysis: a}: {analysis: Controller}) { diff --git a/apps/presentation/dashboard/src/features/personal-workspace/goal-research-progress.css b/apps/presentation/dashboard/src/features/personal-workspace/goal-research-progress.css index 81f73e885a..8ae61bd609 100644 --- a/apps/presentation/dashboard/src/features/personal-workspace/goal-research-progress.css +++ b/apps/presentation/dashboard/src/features/personal-workspace/goal-research-progress.css @@ -115,6 +115,29 @@ .research-input-share-value { display: flex; align-items: baseline; flex-wrap: wrap; gap: 12px; } .research-input-share-value strong { font-size: var(--text-title); font-variant-numeric: tabular-nums; } .research-input-share-value > span { color: var(--pw-muted); } +.research-usage-comparison { border-top: 1px solid var(--pw-line); padding-top: 16px; margin-top: 16px; } +.research-usage-comparison > summary { cursor: pointer; font-weight: 500; } +.research-usage-comparison .research-usage-heading { margin: 16px 0; } +.research-usage-comparison label { display: grid; gap: 8px; min-width: 0; } +.research-usage-comparison select { max-width: 100%; font: inherit; } +.research-comparison-table table { width: 100%; table-layout: fixed; border-collapse: collapse; font-size: var(--text-body); } +.research-comparison-table caption { text-align: left; padding-bottom: 12px; } +.research-comparison-table th, .research-comparison-table td { padding: 12px 8px; vertical-align: top; border-bottom: 1px solid var(--pw-line); overflow-wrap: anywhere; } +.research-comparison-table th { text-align: left; font-weight: 500; } +.research-comparison-table td { text-align: right; font-variant-numeric: tabular-nums; } +.research-comparison-sources { display: grid; gap: 16px; margin-top: 16px; } +.research-request-ledger { padding-left: 20px; } +.research-request-ledger li { margin: 12px 0; } +.research-request-ledger summary { display: flex; justify-content: space-between; gap: 12px; cursor: pointer; } +@media (max-width: 640px) { + .research-comparison-table table, .research-comparison-table thead, .research-comparison-table tbody { display: block; } + .research-comparison-table caption { display: block; width: 100%; } + .research-comparison-table tr { display: grid; grid-template-columns: repeat(3, minmax(0, 1fr)); } + .research-comparison-table thead th:first-child { display: none; } + .research-comparison-table tbody th { grid-column: 1 / -1; border-bottom: 0; } + .research-comparison-table th, .research-comparison-table td { padding: 12px 4px; } + .research-request-ledger summary { flex-wrap: wrap; } +} .research-request-values { display: grid; grid-template-columns: repeat(2, minmax(0, 1fr)); gap: 12px 24px; margin-block: 12px; } .research-request-values > div { min-width: 0; } .research-request-values dt { font-size: var(--text-body); color: var(--pw-muted); } diff --git a/apps/presentation/dashboard/src/features/personal-workspace/goal-research-progress.tsx b/apps/presentation/dashboard/src/features/personal-workspace/goal-research-progress.tsx index d699c3fed3..8f6d822897 100644 --- a/apps/presentation/dashboard/src/features/personal-workspace/goal-research-progress.tsx +++ b/apps/presentation/dashboard/src/features/personal-workspace/goal-research-progress.tsx @@ -7,6 +7,7 @@ import {ContextHelp} from "./context-help"; import {ResearchSynthesis} from "./goal-research-synthesis"; import {ResearchTurnCosts} from "./research-turn-costs"; import {ToolContextInventory} from "./goal-tool-context"; +import {LoopXRequestFootprint, ResearchUsageComparison, type ReadUsageComparison} from "./research-usage-comparison"; import "./goal-research-progress.css"; // Read models from benchmark-toolkit. This view formats existing counts and @@ -270,7 +271,7 @@ function ResearchMetrics({pack: p, zh, onCitation}: {pack: ResearchProgressPack ; } -export function ResearchProgress({pack: p, packs, selectedId, zh, onSelect, onCitation, onUsageTurn, analysisOpen = false, includeReport = true}: {pack: ResearchProgressPack | null; packs: Pick[]; selectedId: string; zh: boolean; analysisOpen?: boolean; includeReport?: boolean; onSelect: (id: string) => void; onUsageTurn?: (turnId: string, origin: HTMLButtonElement) => void; onCitation: (citation: AssessmentCitation, origin?: HTMLButtonElement) => void}) { +export function ResearchProgress({pack: p, packs, selectedId, zh, onSelect, onCitation, onUsageTurn, onUsageComparison, usageComparisonScope, analysisOpen = false, includeReport = true}: {pack: ResearchProgressPack | null; packs: (Pick & Partial)[]; selectedId: string; zh: boolean; analysisOpen?: boolean; includeReport?: boolean; onSelect: (id: string) => void; onUsageComparison?: ReadUsageComparison; usageComparisonScope?: string; onUsageTurn?: (turnId: string, origin: HTMLButtonElement) => void; onCitation: (citation: AssessmentCitation, origin?: HTMLButtonElement) => void}) { const measured = p?.solver_usage, usage = measured?.projection, result = p?.result; const historical = p?.applicability === "historical"; const resultHelp = historical ? (result ? (zh ? "历史分析 · 当前判断未核验" : "Historical analysis · Current judgments unverified") @@ -351,6 +352,8 @@ export function ResearchProgress({pack: p, packs, selectedId, zh, onSelect, onCi : null} : null} + {usage ? : null} + {usage && onUsageTurn ? : null} {usage && measured ?
{zh ? "计数明细与来源" : "Counter details and source"}
diff --git a/apps/presentation/dashboard/src/features/personal-workspace/research-usage-comparison.tsx b/apps/presentation/dashboard/src/features/personal-workspace/research-usage-comparison.tsx new file mode 100644 index 0000000000..d8b90daeb8 --- /dev/null +++ b/apps/presentation/dashboard/src/features/personal-workspace/research-usage-comparison.tsx @@ -0,0 +1,133 @@ +import {useEffect, useRef, useState} from "react"; +import {CircleHelp, TriangleAlert} from "lucide-react"; +import type {TrajectorySolverUsage} from "../../../../../../loopx/control_plane/capabilities/trajectory_assessment_types.js"; +import {trajectoryUsageComparisonReason, type TrajectoryUsageCapture, type TrajectoryUsageComparison} from "../../../../../../loopx/control_plane/capabilities/trajectory_usage_comparison.js"; +import {ContextHelp} from "./context-help"; + +const count = (n: number | null, zh: boolean) => n === null ? "—" : n.toLocaleString(zh ? "zh-CN" : "en"); +const percent = (n: number | null, zh: boolean) => n === null ? "—" + : n > 0 && n < 0.001 ? "<0.1%" : n < 1 && n > 0.999 ? ">99.9%" + : new Intl.NumberFormat(zh ? "zh-CN" : "en", {style: "percent", maximumFractionDigits: 1}).format(n); + +export function LoopXRequestFootprint({usage, zh}: {usage: TrajectorySolverUsage; zh: boolean}) { + const v = usage.loopx_requests; + if (!v) return null; // Historical projections keep their missing observation. + return
+

{zh ? "LoopX 命令请求 · 整次用量" : "LoopX command requests · whole-request usage"}

+ +

{zh ? "按调用、原生响应回执和唯一返回的记录顺序，保守关联发出简单 LoopX 命令的请求。数值包含该请求读取的任务历史；与控制文本输入归因、工具返回字节是重叠视角，不能相加。" : "Conservative association by ordered call, native response receipt and unique return identifies requests issuing simple LoopX commands. Their counters include task history. This overlaps control-text attribution and tool-return bytes; never add these views."}

+

{zh ? "只识别已记录的简单调用；复合脚本及未匹配返回保留未归类。同次请求出现其他调用时标为混合调用；其余也不证明纯控制。未知来源不等于没有控制，整次用量不等于可省成本。模型耗时和实扣费用未采集。" : "Only recorded simple calls are recognized; compound scripts and unmatched returns remain unclassified. A request with other calls is marked mixed; the remainder does not establish pure control. Unknown sources do not mean no control, and whole-request usage is not avoidable cost. Model latency and actual charges were not captured."}

+
+ {v.status === "unavailable" ?

{zh ? "请求关联不可用 · 用量未知" : "Request association unavailable · usage unknown"}

: <> +

{percent(v.input_fraction, zh)}{v.recognized_requests} / {v.total_requests} {zh ? "次请求已识别 · 归属未全" : "requests recognized · incomplete attribution"}

+
+
{zh ? "整次输入（含缓存）" : "Whole input (includes cache)"}
{count(v.tokens.input_tokens, zh)} tokens
+
{zh ? "其中未缓存" : "Of which uncached"}
{count(v.tokens.input_tokens - v.tokens.cached_input_tokens, zh)} tokens
+
{zh ? "整次输出（含推理）" : "Whole output (includes reasoning)"}
{count(v.tokens.output_tokens, zh)} tokens
+
+
{zh ? "请求关联明细" : "Request association details"} +
{zh ? "方法" : "Method"}
{v.method}
+
{zh ? "含其他调用的请求" : "Requests with other calls"}
{v.mixed_call_requests}
+
{zh ? "未分类 / 未匹配调用" : "Unclassified / unmatched calls"}
{v.unclassified_calls} / {v.unmatched_calls}
+
{zh ? "模型耗时 / 实扣费用" : "Model latency / actual charges"}
— / —
+
    {v.requests.map(r =>
  1. +
    {r.operations.join(" · ")}{count(r.tokens.input_tokens, zh)} tokens +
    {zh ? "原生响应" : "Native response"}
    {r.response_id}
    +
    Turn
    {r.turn_id}
    {zh ? "回执行 / 调用行" : "Receipt line / call lines"}
    {r.line} / {r.call_lines.join(", ")}
    +
    {zh ? "缓存 / 输出 / 推理子项" : "Cached / output / reasoning subset"}
    {count(r.tokens.cached_input_tokens, zh)} / {count(r.tokens.output_tokens, zh)} / {count(r.tokens.reasoning_output_tokens, zh)}
    +
    {zh ? "其他调用" : "Other calls"}
    {r.other_calls}
    +
    2. )}
+
+ } +
; +} + +export type ReadUsageComparison = (packId: string, referenceId: string, signal: AbortSignal) => Promise; +export function ResearchUsageComparison({pack, packs, zh, onRead}: {pack: TrajectoryUsageCapture; + packs: TrajectoryUsageCapture[]; zh: boolean; onRead?: ReadUsageComparison}) { + // The existing source-scoped catalog supplies candidates. Titles never select + // arms or establish scientific comparability; the toolkit validates scope. + const others = packs.filter(p => p.pack_id !== pack.pack_id && p.scope?.goal_id === pack.scope?.goal_id); + const valid = (id: string | null) => others.some(p => p.pack_id === id) ? id! : ""; + const initial = () => valid(typeof window === "undefined" ? null : new URLSearchParams(window.location.search).get("research_compare")) + || others.find(p => !trajectoryUsageComparisonReason(pack, p))?.pack_id || others[0]?.pack_id || ""; + const [selected, setSelected] = useState(initial); + const [open, setOpen] = useState(false), [revision, setRevision] = useState(0); + const abort = useRef(null); + const summary = useRef(null); + const reference = others.find(p => p.pack_id === selected) ?? others[0]; + const readKey = JSON.stringify([pack.pack_id, pack.scope, pack.solver_usage?.artifact_sha256, + pack.solver_usage?.applicability, reference?.pack_id, reference?.scope, + reference?.solver_usage?.artifact_sha256, reference?.solver_usage?.applicability]); + const [read, setRead] = useState<{key: string; status: "loading" | "ready" | "error" | "cancelled"; value?: TrajectoryUsageComparison}>({key: "", status: "loading"}); + const readSelection = useRef(initial); + readSelection.current = initial; + useEffect(() => { + // Other route listeners can synchronously render during this same event. + // Keep one listener so their render cannot remove it before dispatch reaches it. + const read = () => setSelected(readSelection.current()); + window.addEventListener("popstate", read); + return () => window.removeEventListener("popstate", read); + }, []); + useEffect(() => { + if (!open || !onRead || !reference) return; + const controller = new AbortController(); abort.current = controller; + setRead({key: readKey, status: "loading"}); + void onRead(pack.pack_id, reference.pack_id, controller.signal).then(value => { + if (controller.signal.aborted) return; + if (value.status === "observed" && (value.left.pack_id !== pack.pack_id || value.right.pack_id !== reference.pack_id + || value.left.source.sha256 !== pack.solver_usage?.artifact_sha256 || value.right.source.sha256 !== reference.solver_usage?.artifact_sha256)) { + throw new Error("Comparison source changed"); + } + setRead({key: readKey, status: "ready", value}); + }).catch(() => {if (!controller.signal.aborted) setRead({key: readKey, status: "error"});}); + return () => {controller.abort(); if (abort.current === controller) abort.current = null;}; + }, [open, onRead, readKey, revision]); + if (!others.length || !pack.solver_usage || !reference || !onRead) return null; + const state = read.key === readKey ? read : {key: readKey, status: "loading" as const}; + const comparison = state.value; + const choose = (id: string) => { + const url = new URL(window.location.href); url.searchParams.set("research_compare", id); + window.history.pushState({}, "", url); setSelected(id); + }; + const signed = (n: number | null) => n === null ? "—" : new Intl.NumberFormat(zh ? "zh-CN" : "en", {signDisplay: "exceptZero", maximumFractionDigits: 2}).format(n); + return
{if (e.target === e.currentTarget) setOpen(e.currentTarget.open);}}>{zh ? "对照捕获用量" : "Compare captured usage"} +
+ +

{zh ? "仅对照同一 Goal、案例、来源修订、声明窗口和用量方法的独立捕获；绝对时刻、原 run/session、来源和覆盖仍分别保留。这不核准 study/arm、模型、反馈和预算相同，不是匹配实验资格或因果收益。差值为当前减对照。" : "Compares independent captures with the same Goal, case, source revision, declared window and usage method. Absolute times, original run/session, sources and coverage remain separate. This does not qualify study/arm, model, feedback or budget equality, matched experiments or causality. Deltas are current minus reference."}

+

{zh ? "控制文本占比与发出 LoopX 命令的整次请求用量分别读取；两者重叠，不能相加。占比使用原生请求总和作分母，不平均百分比，不把缓存重复加进输入。归因不全、方法不同或零分母时差值保持未知。比例降低也不代表绝对用量降低。" : "Control-text share and whole requests issuing LoopX commands are separate, overlapping views. Shares use native request sums, never mean percentages or cached input added again. Partial attribution, changed methods or a zero denominator keep deltas unknown. A lower share does not establish lower absolute usage."}

+
+ {state.status === "loading" ?

{zh ? "正在读取对照…" : "Reading comparison…"}

+ : state.status === "error" || state.status === "cancelled" ?

{state.status === "error" ? (zh ? "对照无法读取 · 差值未知" : "Comparison unavailable · deltas unknown") : (zh ? "已取消读取对照" : "Comparison read cancelled")}

+ : comparison?.status === "unavailable" ?

{zh ? "范围、来源或方法无法对齐 · 差值未知" : "Scope, source or method cannot be aligned · deltas unknown"}

: comparison?.status === "observed" ? <> + {comparison.input_share_down_absolute_up || comparison.command_share_down_absolute_up ?

{zh ? "占比降低，但对应绝对输入增加；不能据此称为节省。" : "The share fell while its absolute input rose; this does not establish savings."}

: null} +
+ {[ + [zh ? "全部请求输入（含缓存）" : "All-request input (includes cache)", comparison.left.total.input, comparison.right.total.input, comparison.delta.total_input], + [zh ? "其中缓存" : "Of which cached", comparison.left.total.cached, comparison.right.total.cached, comparison.delta.cached], + [zh ? "其中未缓存" : "Of which uncached", comparison.left.total.uncached, comparison.right.total.uncached, comparison.delta.uncached], + [zh ? "全部输出（含推理）" : "All output (includes reasoning)", comparison.left.total.output, comparison.right.total.output, comparison.delta.output], + [zh ? "已归因控制文本输入" : "Attributed control-text input", comparison.left.input.tokens, comparison.right.input.tokens, comparison.delta.input_tokens], + [zh ? "LoopX 命令请求 · 整次输入" : "LoopX command requests · whole input", comparison.left.commands.input, comparison.right.commands.input, comparison.delta.command_input], + [zh ? "LoopX 命令请求 · 未缓存" : "LoopX command requests · uncached", comparison.left.commands.uncached, comparison.right.commands.uncached, null], + [zh ? "LoopX 命令请求 · 输出" : "LoopX command requests · output", comparison.left.commands.output, comparison.right.commands.output, null], + ].map(([label, left, right, delta]) => )} + + + +
{pack.scope!.case_id} · tokens · {zh ? "描述性对照 · 费用未测" : "Descriptive comparison · charges unmeasured"}
{zh ? "计量" : "Measure"}{pack.title}{reference.title}{zh ? "差值" : "Delta"}
{label}{count(left as number | null, zh)}{count(right as number | null, zh)}{signed(delta as number | null)}
{zh ? "控制文本占输入" : "Control text / input"}{percent(comparison.left.input.fraction, zh)}{percent(comparison.right.input.fraction, zh)}{signed(comparison.delta.input_percentage_points)} pp
{zh ? "控制文本归因 / 总请求" : "Text-attributed / total requests"}{comparison.left.input.attributed_requests} / {comparison.left.input.total_requests}{comparison.right.input.attributed_requests} / {comparison.right.input.total_requests}—
{zh ? "LoopX 命令请求占输入" : "LoopX command requests / input"}{percent(comparison.left.commands.fraction, zh)}{percent(comparison.right.commands.fraction, zh)}{signed(comparison.delta.command_percentage_points)} pp
+
{[comparison.left, comparison.right].map(v =>
{v.title} · {zh ? "覆盖与来源" : "Coverage and source"}
+
{zh ? "控制文本归因 / 未归因请求" : "Text-attributed / unattributed requests"}
{v.input.attributed_requests} / {v.input.unattributed_requests} · {v.input.total_requests} {zh ? "次总请求" : "total requests"}
+
{zh ? "命令请求 / 混合调用请求" : "Command requests / mixed-call requests"}
{count(v.commands.recognized_requests, zh)} / {count(v.commands.mixed_call_requests, zh)}
+
{zh ? "未分类 / 未匹配调用" : "Unclassified / unmatched calls"}
{count(v.commands.unclassified_calls, zh)} / {count(v.commands.unmatched_calls, zh)}
+
{zh ? "输入归因方法" : "Input attribution method"}
{v.input.method ?? "—"} · {v.input.status}
+
{zh ? "模型耗时 / 实扣费用" : "Model latency / actual charges"}
— / —
+
Goal / run
{v.source.scope.goal_id}
{v.source.scope.run_id}
+
{zh ? "修订 / 声明窗口" : "Revision / declared window"}
{v.source.scope.revision}
{v.source.scope.window}
+
{zh ? "实际捕获窗口" : "Actual capture window"}
{v.source.start} — {v.source.end}
+
{zh ? "方法 / Session" : "Method / session"}
{v.source.request_method}
{v.source.command_method ?? "—"}
{v.source.session_id}
+
{zh ? "来源" : "Source"}
{v.source.artifact}
{v.source.sha256}
{v.pack_id}
+
)}
+ : null} +
; +} diff --git a/docs/reference/trajectory-assessment.md b/docs/reference/trajectory-assessment.md index 2909ecf913..13f296c3dc 100644 --- a/docs/reference/trajectory-assessment.md +++ b/docs/reference/trajectory-assessment.md @@ -1180,6 +1180,71 @@ estimate and provider counters; do not add their different units or denominators 租约获取、检查、续租、释放、转移及常见 Todo 操作分别列示；计数表示可识别的返回， 不证明状态写入成功或恢复操作可以省略。 +#### Whole requests issuing LoopX commands and capture comparison + +The same opt-in registration now records +`solver_usage.projection.loopx_requests.method=codex_ordered_loopx_requests_v1`. +The TypeScript toolkit owner associates a simple recognized command with the +next native response receipt only when its return arrives before another +response in that Turn. Multiple commands in one response count that response +once. Duplicate response receipts remain deduplicated by the existing request +reconciler. Late/unmatched calls and unclassified commands stay explicit. +Python only transports the original line positions, literal argv and return +metadata; neither command arguments nor returned text enter this projection. + +Keep three overlapping observations separate: + +| Observation | Numerator and denominator | Interpretation | +| --- | --- | --- | +| Control text, `loopx_input` | Sum of attributed control-text tokens / native input of the same requests | Requires provider attribution or the separately labeled recorded-packet estimate; missing attribution is unknown | +| Command requests, `loopx_requests` | Whole native input of requests issuing recognized LoopX commands / all native request input | Includes task history; a conservative observed subset, not pure-control tokens or avoidable cost | +| Appended tool text, `tool_context` | Recognized returned UTF-8 bytes / captured appended input-text bytes | Inventory only, not per-request replay or token accounting | + +Cached input is already included in native input, reasoning in native output, +and compaction mirrors in the reconciled request set. Do not add these subsets +or the three views. Calls alongside other calls are identified as mixed; +absence of another recognized call does not prove a pure-control workflow. +The existing Turn-cost reader retains the broader workflow counters. Model +generation latency, unreceipted failures, operator/shared-service cost and +actual charges remain unknown; a configured budget is not a charge. + +Research → Sources and usage → **Compare captured usage** uses the same typed +owner, `trajectory_usage_comparison_v1`. Choose another source-owned capture; +the reader compares independent sessions only when Goal, case, source revision, +declared window and usage method agree. It preserves each original run, pack, +source digest, session and absolute capture time. This is a descriptive +comparison, **not** qualification that study/arm, model, feedback, budget or +other experimental conditions match. Unaligned scopes, historical sources and +unreconciled counters withhold deltas. Input-attribution methods must agree for +their deltas; partial attribution and zero denominators retain unknown shares. +All ratios and percentage-point differences are derived by the toolkit from +request sums, never by averaging percentages in the renderer. A falling share +with rising absolute input is shown explicitly and is not labeled savings. + +The existing GET reader accepts two explicit `pack_id` / `compare_pack_id` +identifiers within its registered Goal/source namespace. It verifies both +sources before calling the builtin `benchmark.trajectory.usage-comparison`; +the frontend only formats that projection. Loading, cancellation and retry +are read-only. A failed or cancelled read clears the displayed comparison, +and a late response cannot replace a different source or reference selection. + +This adds no configuration, model request, analysis job, recapture or experiment. +Reads, language changes, source switches and refresh consume frozen values. +Old packs keep their exact saved projection; absence of `loopx_requests` is +uncaptured, not zero. Registering a new frozen observation preserves the original +capture and its old pack identity. Revert the display/observation change to +disable it; no ledger migration, source rewrite or runtime activation is needed. + +中文：控制文本 token、发出 LoopX 命令的整次请求用量、追加工具返回字节是三个重叠 +视角，不能相加。整次请求含任务历史，仅保守识别简单调用；混合调用、未分类和迟到 +返回保留，不将其认作纯控制、全部开销或可省成本。输入已含缓存、输出已含推理， +压缩镜像不重复计数；模型耗时与实扣未知。对照沿同一 TS owner 校验原 Goal、案例、 +修订、窗口、方法及独立 Session，并保留原 run/pack/来源和时间，不据此核准科学配对。 +不平均百分比；归因缺失/部分、方法变化、来源失效或零分母保持未知。比例下降但绝对 +输入增加会明确提示。浏览零模型调用，不重采集、不重写旧包或账本；旧包缺字段不补零。 +既有 GET reader 在注册 Goal/来源命名空间中校验两个显式 pack，调用同一 builtin； +前端只格式化返回值。取消、失败和重试均为只读，清除旧对照；迟到响应不能覆盖新选择。 + ### Recorded Turn packet estimate The existing native `codex-cli` Turn host can record its actual injected packet diff --git a/examples/personal-workspace-browser/research-history-backend.py b/examples/personal-workspace-browser/research-history-backend.py index 3487e77173..8ec5329ab2 100644 --- a/examples/personal-workspace-browser/research-history-backend.py +++ b/examples/personal-workspace-browser/research-history-backend.py @@ -161,7 +161,7 @@ def do_GET(self): if "pack_id" in query: record = next((item for item in capture["analysis_readbacks"].values() if query == parse_qs(urlparse(item["request_path"]).query)), None) - if record and query.get("pack_id", [record["response"]["pack"]["pack_id"]]) == [record["response"]["pack"]["pack_id"]]: + if record and ("compare_pack_id" in query or query.get("pack_id", [record["response"]["pack"]["pack_id"]]) == [record["response"]["pack"]["pack_id"]]): return self._send_json(record["response"]) elif path == "/api/chat/research-analysis/citation": metrics["citation_reads"] += 1 diff --git a/examples/personal-workspace-browser/research-real-benchmark.mjs b/examples/personal-workspace-browser/research-real-benchmark.mjs index 909a319d32..31f2c5b367 100644 --- a/examples/personal-workspace-browser/research-real-benchmark.mjs +++ b/examples/personal-workspace-browser/research-real-benchmark.mjs @@ -3,6 +3,7 @@ import {readFile} from "node:fs/promises"; import {resolve} from "node:path"; import {outputDir, repoRoot} from "./fixture.mjs"; import {startHistoryOwner} from "./research-history.mjs"; +import {readRealUsage} from "../../apps/presentation/dashboard/smoke/research-usage-real.ts"; async function readNativeResults(page, history, capture, language) { const pack = capture.analysis_readbacks.original.response.pack; @@ -261,6 +262,7 @@ async function readSavedGraphAnalysis(browser, collectCoverage) { export const researchRealBenchmarkScenario = { id: "research-real-benchmark", async run({browser, collectCoverage}) { + await readRealUsage(browser, {repoRoot, outputDir, startOwner: startHistoryOwner}); const coverageEntries = []; coverageEntries.push(...await readUnanalyzedNativeResults(browser, collectCoverage)); const observations = []; diff --git a/loopx/capabilities/benchmark_toolkit/trajectory_assessment_store.py b/loopx/capabilities/benchmark_toolkit/trajectory_assessment_store.py index 5fadb9403e..bb167bce64 100644 --- a/loopx/capabilities/benchmark_toolkit/trajectory_assessment_store.py +++ b/loopx/capabilities/benchmark_toolkit/trajectory_assessment_store.py @@ -261,6 +261,25 @@ def _usage_capture( } +def compare_captured_usage(left: dict, right: dict) -> dict: + """Transport two already inspected, source-owned captures to the TS owner.""" + captures = [] + for pack in (left, right): + capture = {key: pack[key] for key in ("pack_id", "title", "scope")} + if pack.get("solver_usage"): + measured = pack["solver_usage"] + projection = measured["projection"] + observed = {key: projection[key] for key in ( + "session_id", "method", "start", "end", "request_coverage", "loopx_input", + ) if key in projection} + if "loopx_requests" in projection: + observed["loopx_requests"] = {key: value for key, value in projection["loopx_requests"].items() + if key != "requests"} + capture["solver_usage"] = {**measured, "projection": observed} + captures.append(capture) + return effect_runtime_result("benchmark.trajectory.usage-comparison", {"left": captures[0], "right": captures[1]}) + + def _captured_view(record: dict, field: str) -> dict | None: captured = record.get(field) if captured is None: diff --git a/loopx/control_plane/capabilities/trajectory_assessment_types.ts b/loopx/control_plane/capabilities/trajectory_assessment_types.ts index c6e5f13819..bd7b12a270 100644 --- a/loopx/control_plane/capabilities/trajectory_assessment_types.ts +++ b/loopx/control_plane/capabilities/trajectory_assessment_types.ts @@ -100,8 +100,20 @@ export interface TrajectorySolverUsage { loopx_input?: TrajectoryLoopXInput; /** Appended captured text only, never provider-token or replay accounting. */ tool_context?: TrajectoryToolContext; + /** Whole requests issuing recognized commands, never control-text attribution. */ + loopx_requests?: TrajectoryLoopXRequests; } +export type TrajectoryLoopXRequests = {method: 'codex_ordered_loopx_requests_v1'} & ( + {status: 'observed'; total_requests: number; recognized_requests: number; mixed_call_requests: number; + unmatched_calls: number; unclassified_calls: number; tokens: TrajectoryRequestTokens; + input_fraction: number | null; uncached_input_fraction: number | null; + /** Neither ordered tool records nor token receipts measure generation latency or money. */ + model_seconds: null; charged_cost: null; + requests: Array<{response_id: string; turn_id: string; line: number; call_lines: number[]; + operations: string[]; other_calls: number; tokens: TrajectoryRequestTokens}>} + | {status: 'unavailable'; reason: string}); + export type TrajectoryToolContext = {method: 'codex_loopx_tool_context_inventory_v1'} & ( {status: 'observed'; observed_input_text_bytes: number; loopx_tool_output_bytes: number; loopx_tool_output_fraction: number | null; unassigned_input_text_bytes: number; diff --git a/loopx/control_plane/capabilities/trajectory_codex_usage.ts b/loopx/control_plane/capabilities/trajectory_codex_usage.ts index 45a13dbc77..4d0cfbbe22 100644 --- a/loopx/control_plane/capabilities/trajectory_codex_usage.ts +++ b/loopx/control_plane/capabilities/trajectory_codex_usage.ts @@ -4,6 +4,7 @@ import type {TrajectorySolverUsage} from './trajectory_assessment_types.ts'; import {reconcileTrajectoryRequests, summarizeTrajectoryLoopXInput} from './trajectory_request_usage.ts'; import {estimateTrajectoryLoopXInput} from './trajectory_input_usage.ts'; import {summarizeTrajectoryToolContext} from './trajectory_tool_context.ts'; +import {summarizeTrajectoryLoopXRequests} from './trajectory_loopx_requests.ts'; const fail = (message: string): never => { throw new EffectRuntimeRequestError(`trajectory usage: ${message}`); }; const counterKeys = ['input_tokens', 'cached_input_tokens', 'output_tokens'] as const; @@ -81,10 +82,14 @@ export function summarizeTrajectoryCodexUsage(params: Record): const loopxInput = summarizeTrajectoryLoopXInput(rows, params.session_id, requestCoverage) ?? estimateTrajectoryLoopXInput(params.loopx_input_trace, params.session_id, params.input_goal_id, rows, requestCoverage); const toolContext = summarizeTrajectoryToolContext(params.tool_context); + const loopxRequests = toolContext?.status === 'unavailable' + ? {method: 'codex_ordered_loopx_requests_v1' as const, status: 'unavailable' as const, reason: toolContext.reason} + : summarizeTrajectoryLoopXRequests(rows, params.tool_context, requestCoverage); return {session_id: params.session_id, method: observed ? 'codex_observed_session_counters_v1' : 'codex_complete_session_counters_v1', ...(requestCoverage ? {request_coverage: requestCoverage} : {}), ...(loopxInput ? {loopx_input: loopxInput} : {}), ...(toolContext ? {tool_context: toolContext} : {}), + ...(loopxRequests ? {loopx_requests: loopxRequests} : {}), ...(observed ? {incomplete_turn: incomplete} : {}), start, end, completed_turns: turns.length, counter_observations: samples, input_tokens: previous.input_tokens, cached_input_tokens: previous.cached_input_tokens, diff --git a/loopx/control_plane/capabilities/trajectory_loopx_requests.ts b/loopx/control_plane/capabilities/trajectory_loopx_requests.ts new file mode 100644 index 0000000000..181e3dbdc5 --- /dev/null +++ b/loopx/control_plane/capabilities/trajectory_loopx_requests.ts @@ -0,0 +1,87 @@ +/** Descriptive request footprint over the same reconciled native capture. + * A call must precede one receipt and return before the next receipt in that + * Turn. This conservative order association is not provider input attribution, + * pure-control classification, complete workflow cost or a savings estimate. */ +import type {TrajectoryLoopXRequests, TrajectoryRequestCoverage, TrajectoryRequestTokens} from './trajectory_assessment_types.ts'; +import {trajectoryLoopXOperation} from './trajectory_tool_context.ts'; + +type Row = {line: number; type?: string; payload?: Record}; +type Call = {line: number; operation: string | null; response?: string; returned: boolean}; +const keys: Array = ['input_tokens', 'cached_input_tokens', 'cache_write_input_tokens', + 'output_tokens', 'reasoning_output_tokens', 'total_tokens']; + +export function summarizeTrajectoryLoopXRequests(rows: Row[], tools: unknown, + coverage: TrajectoryRequestCoverage | undefined): TrajectoryLoopXRequests | undefined { + if (tools === undefined) return undefined; + const method = 'codex_ordered_loopx_requests_v1'; + try { + if (!Array.isArray(tools) || coverage?.status !== 'verified') throw new Error('Reconciled request and tool observations required.'); + const ordered = [...rows.filter(r => r.type === 'token_usage_record' + || r.type === 'event_msg' && ['task_started', 'task_complete'].includes(r.payload?.type)), + ...tools.map(r => ({...r, tool: true}))].sort((a, b) => a.line - b.line); + const calls = new Map(), seen = new Set(), outputs = new Set(); + const compactions = new Set(rows.filter(r => r.type === 'compacted').map(r => r.payload?.compaction_response_id)); + const groups = new Map(); + let active: string | null = null, pending: Call[] = [], current: string | null = null, last = 0; + const finish = () => {pending = []; current = null;}; + for (const row of ordered) { + if (!Number.isSafeInteger(row.line) || row.line <= last) throw new Error('Ambiguous observation order.'); + last = row.line; + if (row.tool) { + if (row.kind === 'call') { + if (!active || typeof row.call_id !== 'string' || !row.call_id || calls.has(row.call_id)) throw new Error('Ambiguous call identity or Turn.'); + const call: Call = {line: row.line, operation: trajectoryLoopXOperation(row.argv), returned: false}; + calls.set(row.call_id, call); pending.push(call); + } else if (row.kind === 'output') { + if (outputs.has(row.call_id)) continue; + outputs.add(row.call_id); + const call = calls.get(row.call_id); + // A return after another response cannot establish the association. + if (call?.response && call.response === current) call.returned = true; + } + continue; + } + const p = row.payload!; + if (row.type === 'event_msg') { + finish(); active = p.type === 'task_started' ? p.turn_id : null; + } else { + if (seen.has(p.response_id)) continue; // Reconciliation already checks duplicate equality. + if (!active || active !== p.turn_id) throw new Error('Request outside the observed Turn.'); + seen.add(p.response_id); + current = p.response_id; + const bracket = pending; pending = []; + // Automatic compaction does not issue shell commands. An intervening + // compaction cannot repair an ambiguous call/response association. + if (!compactions.has(current!)) { + for (const call of bracket) call.response = current!; + groups.set(current!, {row, calls: bracket, other: bracket.filter(c => !c.operation).length}); + } + } + } + if (seen.size !== coverage.unique_requests) throw new Error('Request coverage changed.'); + const requests: Extract['requests'] = []; + const tokens = Object.fromEntries(keys.map(k => [k, 0])) as unknown as TrajectoryRequestTokens; + for (const [id, group] of groups) { + const recognized = group.calls.filter(c => c.operation && c.returned); + if (!recognized.length) continue; + const usage = group.row.payload!.usage as TrajectoryRequestTokens; + for (const key of keys) { + tokens[key] += usage[key]; + if (!Number.isSafeInteger(tokens[key])) throw new Error('Request sum exceeds exact integer range.'); + } + requests.push({response_id: id, turn_id: group.row.payload!.turn_id, line: group.row.line, + call_lines: recognized.map(c => c.line), operations: [...new Set(recognized.map(c => c.operation!))].sort(), + other_calls: group.other, tokens: {...usage}}); + } + const all = coverage.all_requests, uncached = all.input_tokens - all.cached_input_tokens; + return {method, status: 'observed', total_requests: seen.size, recognized_requests: requests.length, + mixed_call_requests: requests.filter(r => r.other_calls > 0).length, + unmatched_calls: [...calls.values()].filter(c => c.operation && !c.returned).length, + unclassified_calls: [...calls.values()].filter(c => !c.operation).length, + tokens, input_fraction: all.input_tokens > 0 ? tokens.input_tokens / all.input_tokens : null, + uncached_input_fraction: uncached > 0 ? (tokens.input_tokens - tokens.cached_input_tokens) / uncached : null, + model_seconds: null, charged_cost: null, requests}; + } catch (error) { + return {method, status: 'unavailable', reason: error instanceof Error ? error.message : 'Request association unavailable.'}; + } +} diff --git a/loopx/control_plane/capabilities/trajectory_tool_context.ts b/loopx/control_plane/capabilities/trajectory_tool_context.ts index 1fdce82dcb..064b5e54e2 100644 --- a/loopx/control_plane/capabilities/trajectory_tool_context.ts +++ b/loopx/control_plane/capabilities/trajectory_tool_context.ts @@ -3,7 +3,7 @@ import {BARE_SHA256_PATTERN} from '../content_digest.ts'; import type {TrajectoryToolContext} from './trajectory_assessment_types.ts'; // Local observation buckets, not new execution or settlement vocabulary. -function operation(argv: unknown): string | null { +export function trajectoryLoopXOperation(argv: unknown): string | null { if (!Array.isArray(argv) || !argv.length || argv.some(v => typeof v !== 'string')) return null; const args = [...argv] as string[]; const executable = args.shift()!.split('/').at(-1); @@ -39,7 +39,7 @@ export function summarizeTrajectoryToolContext(value: unknown): TrajectoryToolCo previous = row.line; if (row.kind === 'call') { if (typeof row.call_id !== 'string' || !row.call_id || calls.has(row.call_id)) throw new Error(); - calls.set(row.call_id, operation(row.argv)); + calls.set(row.call_id, trajectoryLoopXOperation(row.argv)); } else if (row.kind === 'unmeasured') unmeasured++; else if (row.kind === 'message') { total = count(total + count(row.bytes)); unmeasured = count(unmeasured + count(row.unmeasured_parts)); diff --git a/loopx/control_plane/capabilities/trajectory_usage_comparison.ts b/loopx/control_plane/capabilities/trajectory_usage_comparison.ts new file mode 100644 index 0000000000..e229879881 --- /dev/null +++ b/loopx/control_plane/capabilities/trajectory_usage_comparison.ts @@ -0,0 +1,101 @@ +/** Descriptive comparison of two frozen captures. No arm inference, study + * qualification, cross-run pooling, tokenization, billing or scientific score. */ +import type {TrajectoryInput, TrajectoryLoopXInput, TrajectoryLoopXRequests, TrajectorySolverUsage} from './trajectory_assessment_types.ts'; + +type ComparisonProjection = Pick & { + loopx_requests?: Omit, 'requests'> | Extract; +}; + +export interface TrajectoryUsageCapture { + pack_id: string; title: string; scope?: TrajectoryInput['scope']; + solver_usage?: {artifact: string; artifact_sha256: string; projection: ComparisonProjection; + applicability: 'current' | 'historical'; reason_code: string | null}; +} + +function values(capture: TrajectoryUsageCapture) { + const usage = capture.solver_usage!.projection; + const coverage = usage.request_coverage!; + if (coverage.status !== 'verified') throw new Error('request_coverage_unavailable'); + const all = coverage.all_requests; + const input = usage.loopx_input; + const attributed = input && input.status !== 'unavailable' ? input : null; + const requests = usage.loopx_requests?.status === 'observed' ? usage.loopx_requests : null; + return {pack_id: capture.pack_id, title: capture.title, + total: {input: all.input_tokens, cached: all.cached_input_tokens, + uncached: all.input_tokens - all.cached_input_tokens, output: all.output_tokens, requests: coverage.unique_requests}, + input: {tokens: attributed?.loopx_input_tokens ?? null, fraction: attributed?.input_fraction ?? null, + attributed_requests: attributed?.attributed_requests ?? 0, total_requests: coverage.unique_requests, + /** Uncovered requests are not zero control input. */ + unattributed_requests: coverage.unique_requests - (attributed?.attributed_requests ?? 0), + status: attributed?.status ?? 'unavailable', method: input?.method ?? null}, + commands: {input: requests?.tokens.input_tokens ?? null, + cached: requests?.tokens.cached_input_tokens ?? null, + uncached: requests ? requests.tokens.input_tokens - requests.tokens.cached_input_tokens : null, + output: requests?.tokens.output_tokens ?? null, fraction: requests?.input_fraction ?? null, + uncached_fraction: requests?.uncached_input_fraction ?? null, + recognized_requests: requests?.recognized_requests ?? null, mixed_call_requests: requests?.mixed_call_requests ?? null, + unclassified_calls: requests?.unclassified_calls ?? null, unmatched_calls: requests?.unmatched_calls ?? null, + model_seconds: null, charged_cost: null}, + source: {scope: capture.scope!, artifact: capture.solver_usage!.artifact, + sha256: capture.solver_usage!.artifact_sha256, session_id: usage.session_id, + start: usage.start, end: usage.end, request_method: coverage.method, command_method: usage.loopx_requests?.method ?? null}}; +} + +function sameInputMethod(a: TrajectoryLoopXInput | undefined, b: TrajectoryLoopXInput | undefined) { + return !!a && !!b && a.method === b.method && JSON.stringify(a.estimate_basis) === JSON.stringify(b.estimate_basis); +} + +/** Compatibility selection only; this does not calculate a measurement. */ +export function trajectoryUsageComparisonReason(left: TrajectoryUsageCapture, right: TrajectoryUsageCapture): string | null { + const a = left.scope, b = right.scope, l = left.solver_usage, r = right.solver_usage; + if (!a || !b || ['goal_id', 'case_id', 'revision', 'window'].some(k => !a[k as keyof typeof a] + || a[k as keyof typeof a] !== b[k as keyof typeof b])) return 'capture_scope_mismatch'; + if (!l || !r || l.applicability !== 'current' || r.applicability !== 'current') return 'source_unavailable_or_changed'; + if (left.pack_id === right.pack_id || l.projection.session_id === r.projection.session_id) return 'overlapping_capture'; + if (l.projection.method !== r.projection.method) return 'usage_method_changed'; + if (l.projection.request_coverage?.status !== 'verified' || r.projection.request_coverage?.status !== 'verified') return 'request_coverage_unavailable'; + if (l.projection.request_coverage.method !== r.projection.request_coverage.method) return 'usage_method_changed'; + return null; +} + +export function compareTrajectoryUsage(left: TrajectoryUsageCapture, right: TrajectoryUsageCapture) { + const method = 'trajectory_usage_comparison_v1' as const; + const unavailable = (reason: string) => ({method, status: 'unavailable' as const, reason}); + const reason = trajectoryUsageComparisonReason(left, right); + if (reason) return unavailable(reason); + const l = left.solver_usage!, r = right.solver_usage!; + const leftValue = values(left), rightValue = values(right); + const difference = (x: number | null, y: number | null) => x === null || y === null ? null : x - y; + const inputComparable = sameInputMethod(l.projection.loopx_input, r.projection.loopx_input); + const commandsComparable = !!l.projection.loopx_requests && !!r.projection.loopx_requests + && l.projection.loopx_requests.method === r.projection.loopx_requests.method; + const pp = (x: number | null, y: number | null) => { + const delta = difference(x, y); return delta === null ? null : delta * 100; + }; + return {method, status: 'observed' as const, qualification: 'descriptive_only' as const, + left: leftValue, right: rightValue, + delta: {total_input: leftValue.total.input - rightValue.total.input, + cached: leftValue.total.cached - rightValue.total.cached, uncached: leftValue.total.uncached - rightValue.total.uncached, + output: leftValue.total.output - rightValue.total.output, + input_tokens: inputComparable && leftValue.input.status === 'complete' && rightValue.input.status === 'complete' + ? difference(leftValue.input.tokens, rightValue.input.tokens) : null, + input_percentage_points: inputComparable ? pp(leftValue.input.fraction, rightValue.input.fraction) : null, + command_input: commandsComparable ? difference(leftValue.commands.input, rightValue.commands.input) : null, + command_percentage_points: commandsComparable ? pp(leftValue.commands.fraction, rightValue.commands.fraction) : null}, + input_share_down_absolute_up: inputComparable && leftValue.input.status === 'complete' && rightValue.input.status === 'complete' + && leftValue.input.fraction !== null && rightValue.input.fraction !== null + ? leftValue.input.fraction < rightValue.input.fraction && leftValue.input.tokens! > rightValue.input.tokens! : null, + command_share_down_absolute_up: commandsComparable && leftValue.commands.fraction !== null && rightValue.commands.fraction !== null + ? leftValue.commands.fraction < rightValue.commands.fraction && leftValue.commands.input! > rightValue.commands.input! : null, + // Fractions above are ratios of native request sums, never means of percentages. + // Percentage point deltas are computed here as well, not by the renderer. + input_method_comparable: inputComparable, command_method_comparable: commandsComparable}; +} + +export type TrajectoryUsageComparison = ReturnType; +export function projectTrajectoryUsageComparison(params: Record): TrajectoryUsageComparison { + if (!params.left || !params.right || typeof params.left !== 'object' || typeof params.right !== 'object') { + return {method: 'trajectory_usage_comparison_v1', status: 'unavailable', reason: 'capture_required'}; + } + return compareTrajectoryUsage(params.left as TrajectoryUsageCapture, params.right as TrajectoryUsageCapture); +} diff --git a/loopx/control_plane/effect_runtime_handlers.ts b/loopx/control_plane/effect_runtime_handlers.ts index 85ec873139..f9a1bc8d94 100644 --- a/loopx/control_plane/effect_runtime_handlers.ts +++ b/loopx/control_plane/effect_runtime_handlers.ts @@ -282,6 +282,7 @@ export function createEffectRuntimeHandlers( ["agent.capability_gate.evaluate", lazyHandler(() => import("./agents/capability_gate.ts"), ({evaluateCapabilityGate}) => evaluateCapabilityGate)], ["agent.capability_memory", lazyHandler(() => import("./agents/capability_memory.ts"), ({agentCapabilityMemory}) => agentCapabilityMemory)], ["benchmark.trajectory.codex-usage", lazyHandler(() => import("./capabilities/trajectory_codex_usage.ts"), ({summarizeTrajectoryCodexUsage}) => summarizeTrajectoryCodexUsage)], + ["benchmark.trajectory.usage-comparison", lazyHandler(() => import("./capabilities/trajectory_usage_comparison.ts"), ({projectTrajectoryUsageComparison}) => projectTrajectoryUsageComparison)], ["benchmark.trajectory.prepare", lazyHandler(() => import("./capabilities/trajectory_assessment.ts"), ({prepareTrajectoryAssessment}) => prepareTrajectoryAssessment)], ["benchmark.trajectory.qualify", lazyHandler(() => import("./capabilities/trajectory_assessment.ts"), ({qualifyTrajectoryAssessment}) => qualifyTrajectoryAssessment)], ["benchmark.trajectory.continuation", lazyHandler(() => import("./capabilities/trajectory_assessment_continuation.ts"), ({compareTrajectoryAssessments}) => compareTrajectoryAssessments)], diff --git a/loopx/presentation/research_analysis_api.py b/loopx/presentation/research_analysis_api.py index f90a51dc6c..51a6685ab5 100644 --- a/loopx/presentation/research_analysis_api.py +++ b/loopx/presentation/research_analysis_api.py @@ -68,7 +68,7 @@ def _research_analysis_read(self): required = {"goal_id", "pack_id", "analysis_key", "source_id", "first_line", "last_line"} if citation else {"goal_id"} if usage_turn: required = {"goal_id", "pack_id", "analysis_key", "turn_id"} - allowed = (required if citation or usage_turn else {"goal_id", "pack_id"}) | {"output_language"} + allowed = (required if citation or usage_turn else {"goal_id", "pack_id", "compare_pack_id"}) | {"output_language"} if not required <= query.keys() or query.keys() - allowed or any(len(v) != 1 for v in query.values()): raise ValueError("Use the registered Goal and opaque pack identifiers") values = {key: value[0] for key, value in query.items()} @@ -79,7 +79,17 @@ def _research_analysis_read(self): runtime = self._research_analysis_scope(goal_id) if runtime is None: return - if usage_turn: + if "compare_pack_id" in values: + if "pack_id" not in values: + raise ValueError("A comparison requires two explicit captures") + left = store.inspect_pack(runtime_root=runtime, owner_goal_id=goal_id, + pack_id=values["pack_id"], output_language=language) + right = store.inspect_pack(runtime_root=runtime, owner_goal_id=goal_id, + pack_id=values["compare_pack_id"], output_language=language) + self._research_analysis_verify_source_goal(runtime, goal_id, values["pack_id"], left) + self._research_analysis_verify_source_goal(runtime, goal_id, values["compare_pack_id"], right) + result = {"ok": True, "comparison": store.compare_captured_usage(left, right)} + elif usage_turn: self._research_analysis_verify_source_goal(runtime, goal_id, values["pack_id"]) result = store.read_usage_turn(runtime_root=runtime, owner_goal_id=goal_id, output_language=language, **values) diff --git a/tests/capabilities/test_trajectory_input_capture.py b/tests/capabilities/test_trajectory_input_capture.py index a2e4c59817..cc8f2a3ab5 100644 --- a/tests/capabilities/test_trajectory_input_capture.py +++ b/tests/capabilities/test_trajectory_input_capture.py @@ -125,6 +125,9 @@ def test_tool_inventory_is_opt_in_separate_and_retains_native_counter_identity(t assert 'tool_context' not in old['projection'] measured = _usage_capture(tmp_path, 'usage.jsonl', 'session', include_tool_context=True) inventory = measured['projection'].pop('tool_context') + footprint = measured['projection'].pop('loopx_requests') + assert footprint['status'] == 'observed' and footprint['recognized_requests'] == 0 + assert footprint['unmatched_calls'] == 1, 'A return before its request receipt stays unassociated' assert measured == old assert inventory['status'] == 'observed' assert inventory['loopx_tool_output_bytes'] == 15 @@ -142,7 +145,7 @@ def test_real_cli_registers_recorded_component_without_model_execution(tmp_path, "input": 'text(await tools.exec_command({cmd: "loopx status"}))'} reply = {"type": "custom_tool_call_output", "call_id": "tool", "output": "saved"} items = [{"type": "response_item", "payload": item} for item in (call, reply)] - (tmp_path / "usage.jsonl").write_text("\n".join(map(json.dumps, rows[:2] + items + rows[2:]))) + (tmp_path / "usage.jsonl").write_text("\n".join(map(json.dumps, rows[:2] + [items[0], rows[2], items[1]] + rows[3:]))) evidence = "Synthetic fixed negative result." (tmp_path / "evidence.txt").write_text(evidence) data = {"schema_version": "trajectory_assessment_input_v1", @@ -167,10 +170,16 @@ def test_real_cli_registers_recorded_component_without_model_execution(tmp_path, view = inspect_pack(runtime_root=runtime, owner_goal_id="research", pack_id=registered["pack_id"]) assert view["solver_usage"]["projection"]["loopx_input"]["input_fraction"] == 0.02 inventory = view["solver_usage"]["projection"]["tool_context"] + footprint = view["solver_usage"]["projection"]["loopx_requests"] + assert footprint["status"] == "observed" if direct_call: assert inventory["operations"] == [{"operation": "status", "calls": 1, "bytes": 5}] assert inventory["loopx_tool_output_fraction"] == 1.0 + assert footprint["recognized_requests"] == 1 + assert footprint["tokens"]["input_tokens"] == 100 + assert footprint["input_fraction"] == 1.0 # Whole request, distinct from the packet estimate above. else: assert inventory["loopx_tool_output_fraction"] is None + assert footprint["recognized_requests"] == 0 assert view["job"] is None and view["result"] is None assert "hello world" not in json.dumps(view) diff --git a/tests/control_plane_ts/trajectory_codex_usage.test.ts b/tests/control_plane_ts/trajectory_codex_usage.test.ts index afcfda3cd2..843390a1d2 100644 --- a/tests/control_plane_ts/trajectory_codex_usage.test.ts +++ b/tests/control_plane_ts/trajectory_codex_usage.test.ts @@ -28,7 +28,8 @@ test('invalid supplementary tool inventory cannot erase native counters', () => const before = run(); const result = summarize({events: fixture(), session_id: 'session', tool_context: [{line: 0}]}); assert.equal(result.tool_context?.status, 'unavailable'); - const {tool_context, ...native} = result; + assert.equal(result.loopx_requests?.status, 'unavailable'); + const {tool_context, loopx_requests, ...native} = result; assert.deepEqual(native, before); }); test('unknown counters, resets, missing prefix, session mismatch and unfinished work reject',()=>{ diff --git a/tests/control_plane_ts/trajectory_usage_comparison.test.ts b/tests/control_plane_ts/trajectory_usage_comparison.test.ts new file mode 100644 index 0000000000..9857a9b00a --- /dev/null +++ b/tests/control_plane_ts/trajectory_usage_comparison.test.ts @@ -0,0 +1,157 @@ +import assert from 'node:assert/strict'; +import test from 'node:test'; +import {readFileSync} from 'node:fs'; +import {summarizeTrajectoryCodexUsage} from '../../loopx/control_plane/capabilities/trajectory_codex_usage.ts'; +import {compareTrajectoryUsage, type TrajectoryUsageCapture} from '../../loopx/control_plane/capabilities/trajectory_usage_comparison.ts'; + +const tokens = (input: number, cached = 0, output = 1) => ({input_tokens: input, cached_input_tokens: cached, + cache_write_input_tokens: 0, output_tokens: output, reasoning_output_tokens: 0, total_tokens: input + output}); +function capture(id = 'one', input = [100, 900], amounts?: number[]) { + const events: any[] = [{line: 1, type: 'session_meta', payload: {id}}, + {line: 2, type: 'event_msg', payload: {type: 'task_started', turn_id: 'turn'}}]; + const tools: any[] = []; + let total = tokens(0, 0, 0); + for (let i = 0; i < input.length; i++) { + const line = 3 + i * 6, usage = tokens(input[i]!, 0), response = `${id}-${i}`; + total = tokens(total.input_tokens + usage.input_tokens, 0, total.output_tokens + 1); + tools.push({line, kind: 'call', call_id: `call-${i}`, argv: i === 0 ? ['loopx', 'quota', 'context-read'] : ['pytest']}, + {line: line + 2, kind: 'output', call_id: `call-${i}`, bytes: 1, sha256: 'a'.repeat(64), unmeasured_parts: 0}); + events.push({line: line + 1, type: 'token_usage_record', payload: {session_id: id, thread_id: id, + turn_id: 'turn', root_turn_id: 'turn', response_id: response, usage, thread_token_usage: {...total}, turn_token_usage: {...total}}}, + {line: line + 3, type: 'event_msg', payload: {type: 'token_count', info: {total_token_usage: {...total}, last_token_usage: usage}}}); + if (amounts?.[i] !== undefined) events.push({line: line + 4, type: 'loopx_input_token_attribution', payload: { + method: 'provider_input_token_attribution_v1', session_id: id, thread_id: id, turn_id: 'turn', root_turn_id: 'turn', + response_id: response, input_tokens: input[i], loopx_input_tokens: amounts[i]}}); + } + events.push({line: 3 + input.length * 6, type: 'event_msg', payload: {type: 'task_complete', turn_id: 'turn'}}); + events.forEach(e => {e.timestamp = new Date(Date.UTC(2026, 0, 1, 0, 0, e.line)).toISOString();}); + const summarize = (changes = {}) => summarizeTrajectoryCodexUsage({events, tool_context: tools, session_id: id, ...changes}); + return {events, tools, summarize}; +} +function pack(id: string, input: number[], attributed?: number[]): TrajectoryUsageCapture { + return {pack_id: id, title: id, scope: {goal_id: 'goal', case_id: 'case', run_id: id, revision: 'fixed', window: 'first hour'}, + solver_usage: {artifact: 'session.jsonl', artifact_sha256: 'a'.repeat(64), applicability: 'current', reason_code: null, + projection: capture(id, input, attributed).summarize()}}; +} + +test('whole-request footprint uses native sums and remains separate from control text and money', () => { + const c = capture(), usage = c.summarize(), v = usage.loopx_requests!; + assert.equal(v.status, 'observed'); if (v.status !== 'observed') return; + assert.equal(v.recognized_requests, 1); assert.equal(v.total_requests, 2); + assert.equal(v.tokens.input_tokens, 100); assert.equal(v.input_fraction, 0.1); + assert.equal(v.unclassified_calls, 1); assert.equal(v.mixed_call_requests, 0); + assert.equal(v.charged_cost, null); assert.equal(v.model_seconds, null); + assert.equal(usage.loopx_input, undefined, 'Identified commands never manufacture control-text tokens'); + const {loopx_requests, tool_context, ...legacy} = usage; + assert.deepEqual(c.summarize({tool_context: undefined}), legacy, 'Opt-out retains the existing complete projection'); +}); + +test('multiple calls in one request count once; duplicates do not count twice; mixed calls remain explicit', () => { + const c = capture(); + c.tools.push({line: 3.5, kind: 'call', call_id: 'extra', argv: ['pytest']}); + assert.equal(c.summarize().loopx_requests?.status, 'unavailable', 'Malformed source ordering is not repaired by sorting'); + const mixed = capture(); + for (const row of [...mixed.events, ...mixed.tools]) if (row.line >= 4) row.line += 3; + mixed.tools.push({line: 4, kind: 'call', call_id: 'same-response', argv: ['loopx', 'todo', 'list']}, + {line: 5, kind: 'call', call_id: 'task-call', argv: ['pytest']}, + {line: 10, kind: 'output', call_id: 'same-response', bytes: 1, sha256: 'b'.repeat(64), unmeasured_parts: 0}, + {line: 11, kind: 'output', call_id: 'task-call', bytes: 1, sha256: 'c'.repeat(64), unmeasured_parts: 0}); + mixed.tools.sort((a,b) => a.line-b.line); + const m = mixed.summarize().loopx_requests!; + assert.equal(m.status, 'observed'); if (m.status !== 'observed') return; + assert.equal(m.recognized_requests, 1); assert.equal(m.tokens.input_tokens, 100); + assert.equal(m.mixed_call_requests, 1); assert.equal(m.requests[0]!.call_lines.length, 2); + const d = capture(); + d.tools[2].argv = ['loopx', 'todo', 'list']; + d.events.splice(4, 0, {...structuredClone(d.events[2]), line: 7, timestamp: '2026-01-01T00:00:07.000Z'}); + const v = d.summarize().loopx_requests!; + assert.equal(v.status, 'observed'); if (v.status !== 'observed') return; + assert.equal(v.recognized_requests, 2); assert.equal(v.tokens.input_tokens, 1000); + assert.equal(d.summarize().request_coverage?.status, 'verified'); +}); + +test('a late return across another response is unassociated; zero observed matches is distinct from missing observations', () => { + const c = capture(); c.tools[1].line = 14; + c.tools.sort((a,b) => a.line-b.line); + const v = c.summarize().loopx_requests!; + assert.equal(v.status, 'observed'); if (v.status !== 'observed') return; + assert.equal(v.recognized_requests, 0); assert.equal(v.input_fraction, 0); assert.equal(v.unmatched_calls, 1); + assert.equal(c.summarize({tool_context: undefined}).loopx_requests, undefined); + const mirrored = capture(); + for (const row of [...mirrored.events, ...mirrored.tools]) if (row.line >= 4) row.line += 2; + mirrored.tools[1].line = 4; + mirrored.tools.splice(2, 0, {...structuredClone(mirrored.tools[1]), line: 7}); + const duplicate = mirrored.summarize().loopx_requests!; + assert.equal(duplicate.status, 'observed'); if (duplicate.status !== 'observed') return; + assert.equal(duplicate.recognized_requests, 0, 'A mirrored early return cannot become a new late return'); + assert.equal(duplicate.unmatched_calls, 1); + const compacted = capture(); + compacted.events.splice(4, 0, {line: 7, timestamp: '2026-01-01T00:00:07.000Z', type: 'compacted', + payload: {compaction_response_id: 'one-0', latest_token_usage_record: structuredClone(compacted.events[2].payload)}}); + const compact = compacted.summarize().loopx_requests!; + assert.equal(compact.status, 'observed'); if (compact.status !== 'observed') return; + assert.equal(compact.recognized_requests, 0, 'Automatic compaction is never a command-issuing inference'); + assert.equal(compact.unmatched_calls, 1); +}); + +test('comparison uses sums, preserves partial attribution, and reports a falling share with rising absolute input', () => { + const left = pack('left', [100, 900], [10, 90]), right = pack('right', [100, 100], [10, 10]); + const v = compareTrajectoryUsage(left, right); + assert.equal(v.status, 'observed'); if (v.status !== 'observed') return; + assert.equal(v.left.input.fraction, 0.1); assert.equal(v.delta.input_percentage_points, 0); + assert.equal(v.delta.input_tokens, 80); assert.equal(v.left.total.input, 1000); + const baseline = pack('baseline', [100, 100], [50, 0]); + const falling = compareTrajectoryUsage(left, baseline); + assert.equal(falling.status, 'observed'); if (falling.status !== 'observed') return; + assert.equal(falling.input_share_down_absolute_up, true); assert.equal(falling.delta.input_percentage_points, -15); + const partial = compareTrajectoryUsage(pack('partial', [100, 900], [10]), right); + assert.equal(partial.status, 'observed'); if (partial.status !== 'observed') return; + assert.equal(partial.left.input.tokens, 10); assert.equal(partial.left.input.unattributed_requests, 1); + assert.equal(partial.delta.input_tokens, null); assert.equal(partial.delta.input_percentage_points, null); + const weighted = compareTrajectoryUsage(pack('weighted', [100, 900], [50, 0]), right); + assert.equal(weighted.status, 'observed'); if (weighted.status !== 'observed') return; + assert.equal(weighted.left.input.fraction, 0.05, '50 / 1000, not the mean of 50% and 0%'); +}); + +test('four real native prefixes retain the Bench owner counts, missing text attribution and the Codec counterexample', () => { + const fixture = JSON.parse(readFileSync(new URL('../../apps/presentation/dashboard/src/data/fixtures/research-usage-real-captures.json', import.meta.url), 'utf8')); + const packs: TrajectoryUsageCapture[] = fixture.packs; + assert.equal(packs.length, 4); + assert.deepEqual(packs.map(p => p.solver_usage!.projection.request_coverage!.status === 'verified' + ? p.solver_usage!.projection.request_coverage!.unique_requests : null), [997, 554, 818, 956]); + assert.deepEqual(packs.map(p => p.solver_usage!.projection.loopx_requests!.status === 'observed' + ? p.solver_usage!.projection.loopx_requests!.recognized_requests : null), [74, 30, 58, 4]); + const codec = compareTrajectoryUsage(packs[0]!, packs[1]!); + assert.equal(codec.status, 'observed'); if (codec.status !== 'observed') return; + assert.equal(codec.left.commands.uncached, 1500082); assert.equal(codec.right.commands.uncached, 91544); + assert.equal(codec.command_share_down_absolute_up, true); + assert.equal(codec.left.input.tokens, null); assert.equal(codec.right.input.fraction, null); + assert.equal(codec.left.input.unattributed_requests, 997); assert.equal(codec.delta.input_percentage_points, null); + assert.equal(codec.left.commands.charged_cost, null); + const grid = compareTrajectoryUsage(packs[2]!, packs[3]!); + assert.equal(grid.status, 'observed'); if (grid.status !== 'observed') return; + assert.equal(grid.left.commands.uncached, 447095); assert.equal(grid.right.commands.uncached, 11721); + assert.equal(grid.left.input.unattributed_requests, 818); assert.equal(grid.right.input.unattributed_requests, 956); + for (let i=0; i { + const zero = compareTrajectoryUsage(pack('a', [0]), pack('b', [0])); + assert.equal(zero.status, 'observed'); if (zero.status !== 'observed') return; + assert.equal(zero.left.input.tokens, null); assert.equal(zero.left.commands.input, 0); + assert.equal(zero.left.commands.fraction, null); assert.equal(zero.delta.command_percentage_points, null); + for (const mutate of [ + (p: TrajectoryUsageCapture) => {p.scope!.goal_id = 'other';}, + (p: TrajectoryUsageCapture) => {p.scope!.case_id = 'other';}, + (p: TrajectoryUsageCapture) => {p.scope!.revision = 'other';}, + (p: TrajectoryUsageCapture) => {p.scope!.window = 'later';}, + (p: TrajectoryUsageCapture) => {p.solver_usage!.applicability = 'historical';}, + (p: TrajectoryUsageCapture) => {p.solver_usage!.projection.session_id = 'left';}, + (p: TrajectoryUsageCapture) => {p.solver_usage!.projection.method = 'codex_observed_session_counters_v1';}, + (p: TrajectoryUsageCapture) => {p.solver_usage!.projection.request_coverage = undefined;}, + ]) {const right = pack('right', [100]); mutate(right); assert.equal(compareTrajectoryUsage(pack('left', [100]), right).status, 'unavailable');} +}); diff --git a/tests/presentation/test_research_analysis_api.py b/tests/presentation/test_research_analysis_api.py index 8933315f17..8f45bdac4e 100644 --- a/tests/presentation/test_research_analysis_api.py +++ b/tests/presentation/test_research_analysis_api.py @@ -820,3 +820,31 @@ def test_usage_turn_http_reads_registered_counter_evidence_without_analysis(work w["request"](suffix="/usage-turn", **query) assert error.value.code == 409 assert not w["count"].exists() + + +def test_usage_comparison_http_is_source_scoped_read_only_and_keeps_unknown(workspace): + from tests.capabilities.test_trajectory_assessment_store import _usage_fixture + + w, read = workspace, workspace["request"] + packs = [] + for session in ("solver-session", "reference-session"): + artifact = session + ".jsonl" + (w["sources"] / artifact).write_text(_usage_fixture().replace("solver-session", session)) + packs.append(register_pack(runtime_root=w["tmp_path"] / "runtime", owner_goal_id="research-owner", + input_path=w["tmp_path"] / "input.json", source_root=w["sources"], title=session, + usage_jsonl=artifact, usage_session_id=session)) + query = dict(pack_id=packs[0]["pack_id"], compare_pack_id=packs[1]["pack_id"]) + comparison = read(**query)["comparison"] + # The historical fixture has no request receipts. Native counters cannot + # manufacture reconciled coverage or an attributable zero from that gap. + assert comparison == dict(method="trajectory_usage_comparison_v1", status="unavailable", + reason="request_coverage_unavailable") + for invalid in (dict(compare_pack_id=packs[1]["pack_id"]), + dict(query, compare_pack_id="0" * 64), dict(query, goal="other-owner"), + dict(query, first_line="1")): + with pytest.raises(HTTPError) as failure: + read(**invalid) + assert failure.value.code in {400, 409} + for pack in packs: + assert read(pack_id=pack["pack_id"])["pack"]["job"] is None + assert not w["count"].exists(), "GET comparison and its refusal never dispatch an analysis" From f3c110cda738d2a8e7293bc8ca2941ba0cc36dff Mon Sep 17 00:00:00 2001 From: LoopX Agent <337587101+loopx-agent@users.noreply.github.com> Date: Fri, 6 Nov 2026 02:41:37 +0800 Subject: [PATCH 5/8] fix(runtime): preserve raw quota JSON for native goal admission Signed-off-by: LoopX Agent <337587101+loopx-agent@users.noreply.github.com> --- loopx/zcode_goal_mode/cli.ts | 3 +- tests/control_plane/test_pr_wait_history.py | 3 +- tests/control_plane/test_quota_selection.py | 6 +-- tests/test_zcode_goal_bridge.py | 46 +++++++++++++++++++++ 4 files changed, 53 insertions(+), 5 deletions(-) diff --git a/loopx/zcode_goal_mode/cli.ts b/loopx/zcode_goal_mode/cli.ts index aed919e0ff..0639771aa7 100644 --- a/loopx/zcode_goal_mode/cli.ts +++ b/loopx/zcode_goal_mode/cli.ts @@ -47,7 +47,8 @@ async function runJSON(command: string[], args: string[], request: NativeRequest const child = execFile(command[0], [...command.slice(1), ...args], { cwd: request.project, windowsHide: true, timeout: ADMISSION_TIMEOUT_MS, maxBuffer: 1024 * 1024, encoding: "utf8", - env: {...process.env, LOOPX_USAGE_PING: "0"}, + // These internal consumers need Core JSON, not model-facing navigation. + env: {...process.env, LOOPX_USAGE_PING: "0", LOOPX_CONTEXT_DELIVERY: "off"}, }, (error, stdout) => { if (error) return reject(new ZCodeGoalError("LoopX authority or quota check failed")); try { diff --git a/tests/control_plane/test_pr_wait_history.py b/tests/control_plane/test_pr_wait_history.py index a8ac608e78..c65b36a963 100644 --- a/tests/control_plane/test_pr_wait_history.py +++ b/tests/control_plane/test_pr_wait_history.py @@ -69,7 +69,8 @@ def read(): assert read()["resume_ready"] is True # Production status/attention/index and quota consume the same resume owner. status = cli("status", "--goal-id", "goal-a") - quota = cli("quota", "should-run", "--goal-id", "goal-a", "--agent-id", "agent-a") + quota = cli("quota", "should-run", "--goal-id", "goal-a", "--agent-id", "agent-a", + "--context-delivery", "off") def resume_rows(value): if isinstance(value, dict): diff --git a/tests/control_plane/test_quota_selection.py b/tests/control_plane/test_quota_selection.py index 5979aa2854..2a9c068d82 100644 --- a/tests/control_plane/test_quota_selection.py +++ b/tests/control_plane/test_quota_selection.py @@ -135,7 +135,7 @@ def test_large_history_completes_public_quota_through_vision_wait(tmp_path, monk before = read_canonical_todos_if_promoted(runtime_root=runtime, goal_id="goal-history") narrative = state.read_bytes() code, packet = run_json_cli_result("quota", "should-run", "--goal-id", "goal-history", - "--agent-id", "agent-b", registry_path=registry, runtime_root=runtime) + "--agent-id", "agent-b", "--context-delivery", "off", registry_path=registry, runtime_root=runtime) assert code == 0, packet assert packet["agent_todo_summary"]["total_count"] == 2501 assert packet["selected_todo"]["todo_id"] == "todo_tail" @@ -299,7 +299,7 @@ def test_public_quota_route_read_keeps_claim_exclusion_and_provider_unchanged(tm before = read_canonical_todos_if_promoted(runtime_root=runtime, goal_id="goal-route") narrative = state.read_bytes() if state.exists() else None code, packet = run_json_cli_result("quota", "should-run", "--goal-id", "goal-route", "--agent-id", "agent-b", - "--include-detail", "agent-todos", registry_path=registry, runtime_root=runtime) + "--include-detail", "agent-todos", "--context-delivery", "off", registry_path=registry, runtime_root=runtime) assert code == 0, packet routes = packet["agent_todo_summary"] assert routes["route_continuation_replan_count"] == 4 @@ -357,7 +357,7 @@ def test_public_quota_keeps_gate_from_real_canonical_provider(tmp_path: Path, di state.write_text("# Stale projection\n## User Todo\n- [x] Old approval.\n") before = state.read_bytes() if state.exists() else None code, packet = run_json_cli_result("quota", "should-run", "--goal-id", "goal-scope", - "--agent-id", "agent-b", registry_path=registry, runtime_root=runtime) + "--agent-id", "agent-b", "--context-delivery", "off", registry_path=registry, runtime_root=runtime) assert code == 0, packet assert packet["requires_user_action"] is True gates = packet["user_todo_summary"]["gate_open_items"] diff --git a/tests/test_zcode_goal_bridge.py b/tests/test_zcode_goal_bridge.py index 1ef6d767e2..631915e2ed 100644 --- a/tests/test_zcode_goal_bridge.py +++ b/tests/test_zcode_goal_bridge.py @@ -843,6 +843,52 @@ def _revise_acceptance(registry: Path, objective: str) -> dict: return bridge._goal_basis(bridge.validate_zcode_binding(registry_path=registry, goal_id="delivery", agent_id="zcode-worker")) +@pytest.mark.parametrize("context_mode", ["on", "off"]) +@pytest.mark.parametrize("condition", ["ready", "user_gate", "zero_quota"]) +def test_native_admission_matches_core_with_model_context_enabled( + promoted_native_goal, monkeypatch, context_mode, condition, +): + import os + from loopx.todos import add_goal_todo + + registry, project, stub, _ = promoted_native_goal + monkeypatch.setenv("LOOPX_CONTEXT_DELIVERY", context_mode) + if condition == "user_gate": + add_goal_todo(registry_path=registry, goal_id="delivery", role="user", + text="Confirm the original export destination", task_class="user_gate", + blocks_agent="zcode-worker") + elif condition == "zero_quota": + data = json.loads(registry.read_text(encoding="utf-8")) + data["goals"][0]["quota"]["allowed_slots"] = 0 + registry.write_text(json.dumps(data), encoding="utf-8") + source = registry.read_bytes() + state = (project / "state.md").read_bytes() + direct = subprocess.run([sys.executable, "-m", "loopx.cli", "--registry", str(registry), + "--format", "json", "quota", "should-run", "--goal-id", "delivery", + "--agent-id", "zcode-worker", "--runtime-profile", "generic_cli", + "--available-capability", "shell", "--available-capability", "filesystem_write"], + capture_output=True, text=True, check=True, + env={**os.environ, "LOOPX_CONTEXT_DELIVERY": "off"}) + expected = json.loads(direct.stdout) + assert expected["should_run"] is (condition == "ready"), expected + bound = bridge.zcode_goal_operation(action="bind", registry_path=registry, + goal_id="delivery", agent_id="zcode-worker", project=project, cli_path=str(stub)) + assert bound["ok"] is True + observed = bridge.zcode_goal_operation(action="start", registry_path=registry, + goal_id="delivery", agent_id="zcode-worker") + assert observed["quota"]["should_run"] == expected["should_run"], observed + assert observed["quota"]["reason"] == expected["reason"], observed + assert observed["native"]["running"] is (condition == "ready"), observed + if condition != "ready": + assert observed["native"]["target_id"] is None + else: + assert bridge.zcode_goal_operation(action="stop", registry_path=registry, + goal_id="delivery", agent_id="zcode-worker")["ok"] is True + assert os.environ["LOOPX_CONTEXT_DELIVERY"] == context_mode + assert registry.read_bytes() == source + assert (project / "state.md").read_bytes() == state + + def test_journal_without_recorded_basis_refuses_resume_until_stop_start_records_it(promoted_native_goal): registry, project, stub, journal_dir = promoted_native_goal From 4ec2b05d9c3f4216f6c3b4e738a446fe9cd32354 Mon Sep 17 00:00:00 2001 From: LoopX Agent <337587101+loopx-agent@users.noreply.github.com> Date: Fri, 6 Nov 2026 05:17:03 +0800 Subject: [PATCH 6/8] fix(research): show native command cache and output deltas Signed-off-by: LoopX Agent <337587101+loopx-agent@users.noreply.github.com> --- .../dashboard/smoke/research-usage-real.ts | 18 +++++++++ .../research-usage-real-captures.json | 20 ++++++++-- .../research-usage-comparison.tsx | 5 ++- docs/reference/trajectory-assessment.md | 7 ++++ .../trajectory_usage_comparison.ts | 3 ++ .../trajectory_usage_comparison.test.ts | 23 ++++++++++++ .../test_research_analysis_api.py | 37 +++++++++++++++++++ 7 files changed, 107 insertions(+), 6 deletions(-) diff --git a/apps/presentation/dashboard/smoke/research-usage-real.ts b/apps/presentation/dashboard/smoke/research-usage-real.ts index 03366b9928..ce07e766f6 100644 --- a/apps/presentation/dashboard/smoke/research-usage-real.ts +++ b/apps/presentation/dashboard/smoke/research-usage-real.ts @@ -68,6 +68,9 @@ export async function readRealUsage(browser: Browser, context: Context) { const row = (label: string) => codec.getByRole('row').filter({has: page!.getByRole('rowheader', {name: label, exact: true})}); assert.deepEqual(await row('All-request input (includes cache)').locator('td').allTextContents(), ['184,098,417', '95,917,713', '+88,180,704']); assert.deepEqual(await row('LoopX command requests · whole input').locator('td').allTextContents(), ['10,358,194', '5,561,624', '+4,796,570']); + assert.deepEqual(await row('LoopX command requests · of which cached').locator('td').allTextContents(), ['8,858,112', '5,470,080', '+3,388,032']); + assert.deepEqual(await row('LoopX command requests · uncached').locator('td').allTextContents(), ['1,500,082', '91,544', '+1,408,538']); + assert.deepEqual(await row('LoopX command requests · output').locator('td').allTextContents(), ['20,026', '15,327', '+4,699']); assert.deepEqual(await row('Control text / input').locator('td').allTextContents(), ['—', '—', '— pp']); assert.deepEqual(await row('LoopX command requests / input').locator('td').allTextContents(), ['5.6%', '5.8%', '-0.17 pp']); assert.match(await page.getByRole('region', {name: 'Requests issuing LoopX commands', exact: true}).innerText(), /74 \/ 997.*incomplete attribution/); @@ -145,6 +148,21 @@ export async function readRealUsage(browser: Browser, context: Context) { assert.equal(await restored.locator('table').count(), 0); await restored.getByRole('button', {name: '重试读取', exact: true}).click(); await restored.locator('table').waitFor(); + + // Older servers omit additive delta fields; never render NaN or invent them in the view. + const legacy = structuredClone(source.comparisons[`${ids[2]}:${ids[3]}`]); + for (const key of ['command_cached', 'command_uncached', 'command_output']) delete legacy.comparison.delta[key]; + await page.route(endpoint, route => new URL(route.request().url()).searchParams.has('compare_pack_id') + ? route.fulfill({json: legacy}) : route.continue()); + await restored.locator(':scope > summary').click(); + await restored.locator(':scope > summary').click(); + await restored.locator('table').waitFor(); + for (const name of ['LoopX 命令请求 · 其中缓存', 'LoopX 命令请求 · 未缓存', 'LoopX 命令请求 · 输出']) { + const cells = restored.getByRole('row').filter({has: page.getByRole('rowheader', {name, exact: true})}).locator('td'); + await cells.last().filter({hasText: /^—$/}).waitFor(); + assert.equal(await cells.last().innerText(), '—'); + } + await page.unroute(endpoint); const readback = await (await page.request.get(`${owner.base}/fixture/readback`)).json(); assert.equal(readback.source_unchanged, true); assert.equal(readback.mutation_attempts, 0); diff --git a/apps/presentation/dashboard/src/data/fixtures/research-usage-real-captures.json b/apps/presentation/dashboard/src/data/fixtures/research-usage-real-captures.json index 8c19c9b835..3fc90bb8bb 100644 --- a/apps/presentation/dashboard/src/data/fixtures/research-usage-real-captures.json +++ b/apps/presentation/dashboard/src/data/fixtures/research-usage-real-captures.json @@ -5433,7 +5433,10 @@ "input_tokens": null, "input_percentage_points": null, "command_input": 4796570, - "command_percentage_points": -0.1718845900336559 + "command_percentage_points": -0.1718845900336559, + "command_cached": 3388032, + "command_uncached": 1408538, + "command_output": 4699 }, "input_share_down_absolute_up": null, "command_share_down_absolute_up": true, @@ -5571,7 +5574,10 @@ "input_tokens": null, "input_percentage_points": null, "command_input": -4796570, - "command_percentage_points": 0.1718845900336559 + "command_percentage_points": 0.1718845900336559, + "command_cached": -3388032, + "command_uncached": -1408538, + "command_output": -4699 }, "input_share_down_absolute_up": null, "command_share_down_absolute_up": false, @@ -5725,7 +5731,10 @@ "input_tokens": null, "input_percentage_points": null, "command_input": 10385582, - "command_percentage_points": 7.34362753891773 + "command_percentage_points": 7.34362753891773, + "command_cached": 9950208, + "command_uncached": 435374, + "command_output": 32218 }, "input_share_down_absolute_up": null, "command_share_down_absolute_up": false, @@ -5863,7 +5872,10 @@ "input_tokens": null, "input_percentage_points": null, "command_input": -10385582, - "command_percentage_points": -7.34362753891773 + "command_percentage_points": -7.34362753891773, + "command_cached": -9950208, + "command_uncached": -435374, + "command_output": -32218 }, "input_share_down_absolute_up": null, "command_share_down_absolute_up": false, diff --git a/apps/presentation/dashboard/src/features/personal-workspace/research-usage-comparison.tsx b/apps/presentation/dashboard/src/features/personal-workspace/research-usage-comparison.tsx index d8b90daeb8..a69354ff26 100644 --- a/apps/presentation/dashboard/src/features/personal-workspace/research-usage-comparison.tsx +++ b/apps/presentation/dashboard/src/features/personal-workspace/research-usage-comparison.tsx @@ -109,8 +109,9 @@ export function ResearchUsageComparison({pack, packs, zh, onRead}: {pack: Trajec [zh ? "全部输出（含推理）" : "All output (includes reasoning)", comparison.left.total.output, comparison.right.total.output, comparison.delta.output], [zh ? "已归因控制文本输入" : "Attributed control-text input", comparison.left.input.tokens, comparison.right.input.tokens, comparison.delta.input_tokens], [zh ? "LoopX 命令请求 · 整次输入" : "LoopX command requests · whole input", comparison.left.commands.input, comparison.right.commands.input, comparison.delta.command_input], - [zh ? "LoopX 命令请求 · 未缓存" : "LoopX command requests · uncached", comparison.left.commands.uncached, comparison.right.commands.uncached, null], - [zh ? "LoopX 命令请求 · 输出" : "LoopX command requests · output", comparison.left.commands.output, comparison.right.commands.output, null], + [zh ? "LoopX 命令请求 · 其中缓存" : "LoopX command requests · of which cached", comparison.left.commands.cached, comparison.right.commands.cached, comparison.delta.command_cached ?? null], + [zh ? "LoopX 命令请求 · 未缓存" : "LoopX command requests · uncached", comparison.left.commands.uncached, comparison.right.commands.uncached, comparison.delta.command_uncached ?? null], + [zh ? "LoopX 命令请求 · 输出" : "LoopX command requests · output", comparison.left.commands.output, comparison.right.commands.output, comparison.delta.command_output ?? null], ].map(([label, left, right, delta]) => {label}{count(left as number | null, zh)}{count(right as number | null, zh)}{signed(delta as number | null)})} {zh ? "控制文本占输入" : "Control text / input"}{percent(comparison.left.input.fraction, zh)}{percent(comparison.right.input.fraction, zh)}{signed(comparison.delta.input_percentage_points)} pp {zh ? "控制文本归因 / 总请求" : "Text-attributed / total requests"}{comparison.left.input.attributed_requests} / {comparison.left.input.total_requests}{comparison.right.input.attributed_requests} / {comparison.right.input.total_requests}— diff --git a/docs/reference/trajectory-assessment.md b/docs/reference/trajectory-assessment.md index 13f296c3dc..07d954fb40 100644 --- a/docs/reference/trajectory-assessment.md +++ b/docs/reference/trajectory-assessment.md @@ -1220,6 +1220,11 @@ their deltas; partial attribution and zero denominators retain unknown shares. All ratios and percentage-point differences are derived by the toolkit from request sums, never by averaging percentages in the renderer. A falling share with rising absolute input is shown explicitly and is not labeled savings. +Command-request deltas include input, its cached and uncached subsets, and +output, all computed by the same owner from native sums. Missing observations +or changed command methods withhold those deltas. An older response without +the additive delta fields remains unknown in the reader; it is not recomputed +by the frontend. The existing GET reader accepts two explicit `pack_id` / `compare_pack_id` identifiers within its registered Goal/source namespace. It verifies both @@ -1244,6 +1249,8 @@ disable it; no ledger migration, source rewrite or runtime activation is needed. 输入增加会明确提示。浏览零模型调用，不重采集、不重写旧包或账本；旧包缺字段不补零。 既有 GET reader 在注册 Goal/来源命名空间中校验两个显式 pack，调用同一 builtin； 前端只格式化返回值。取消、失败和重试均为只读，清除旧对照；迟到响应不能覆盖新选择。 +命令请求的输入、其中缓存、未缓存及输出差值均由同一 owner 按原生总和计算；缺测或 +命令方法变化时保持未知。旧响应缺少新增差值字段时，前端保留未知，不自行补算。 ### Recorded Turn packet estimate diff --git a/loopx/control_plane/capabilities/trajectory_usage_comparison.ts b/loopx/control_plane/capabilities/trajectory_usage_comparison.ts index e229879881..f3f3c69b21 100644 --- a/loopx/control_plane/capabilities/trajectory_usage_comparison.ts +++ b/loopx/control_plane/capabilities/trajectory_usage_comparison.ts @@ -81,6 +81,9 @@ export function compareTrajectoryUsage(left: TrajectoryUsageCapture, right: Traj ? difference(leftValue.input.tokens, rightValue.input.tokens) : null, input_percentage_points: inputComparable ? pp(leftValue.input.fraction, rightValue.input.fraction) : null, command_input: commandsComparable ? difference(leftValue.commands.input, rightValue.commands.input) : null, + command_cached: commandsComparable ? difference(leftValue.commands.cached, rightValue.commands.cached) : null, + command_uncached: commandsComparable ? difference(leftValue.commands.uncached, rightValue.commands.uncached) : null, + command_output: commandsComparable ? difference(leftValue.commands.output, rightValue.commands.output) : null, command_percentage_points: commandsComparable ? pp(leftValue.commands.fraction, rightValue.commands.fraction) : null}, input_share_down_absolute_up: inputComparable && leftValue.input.status === 'complete' && rightValue.input.status === 'complete' && leftValue.input.fraction !== null && rightValue.input.fraction !== null diff --git a/tests/control_plane_ts/trajectory_usage_comparison.test.ts b/tests/control_plane_ts/trajectory_usage_comparison.test.ts index 9857a9b00a..17d6db7526 100644 --- a/tests/control_plane_ts/trajectory_usage_comparison.test.ts +++ b/tests/control_plane_ts/trajectory_usage_comparison.test.ts @@ -124,6 +124,9 @@ test('four real native prefixes retain the Bench owner counts, missing text attr const codec = compareTrajectoryUsage(packs[0]!, packs[1]!); assert.equal(codec.status, 'observed'); if (codec.status !== 'observed') return; assert.equal(codec.left.commands.uncached, 1500082); assert.equal(codec.right.commands.uncached, 91544); + assert.equal(codec.delta.command_cached, 3388032); + assert.equal(codec.delta.command_uncached, 1408538); + assert.equal(codec.delta.command_output, 4699); assert.equal(codec.command_share_down_absolute_up, true); assert.equal(codec.left.input.tokens, null); assert.equal(codec.right.input.fraction, null); assert.equal(codec.left.input.unattributed_requests, 997); assert.equal(codec.delta.input_percentage_points, null); @@ -131,6 +134,7 @@ test('four real native prefixes retain the Bench owner counts, missing text attr const grid = compareTrajectoryUsage(packs[2]!, packs[3]!); assert.equal(grid.status, 'observed'); if (grid.status !== 'observed') return; assert.equal(grid.left.commands.uncached, 447095); assert.equal(grid.right.commands.uncached, 11721); + assert.equal(grid.delta.command_uncached, 435374); assert.equal(grid.left.input.unattributed_requests, 818); assert.equal(grid.right.input.unattributed_requests, 956); for (let i=0; i {p.scope!.goal_id = 'other';}, (p: TrajectoryUsageCapture) => {p.scope!.case_id = 'other';}, @@ -155,3 +161,20 @@ test('unknown attribution and zero denominator stay unknown; source, method, ses (p: TrajectoryUsageCapture) => {p.solver_usage!.projection.request_coverage = undefined;}, ]) {const right = pack('right', [100]); mutate(right); assert.equal(compareTrajectoryUsage(pack('left', [100]), right).status, 'unavailable');} }); + +test('command deltas stay unknown for missing observations or a changed method', () => { + const left = pack('left', [100]), right = pack('right', [50]); + for (const mutate of [ + (p: TrajectoryUsageCapture) => {delete p.solver_usage!.projection.loopx_requests;}, + (p: TrajectoryUsageCapture) => {p.solver_usage!.projection.loopx_requests = { + method: 'codex_ordered_loopx_requests_v1', status: 'unavailable', reason: 'missing_observations'};}, + (p: TrajectoryUsageCapture) => {(p.solver_usage!.projection.loopx_requests as {method: string}).method += '-changed';}, + ]) { + const changed = structuredClone(right); mutate(changed); + const v = compareTrajectoryUsage(left, changed); + assert.equal(v.status, 'observed'); if (v.status !== 'observed') continue; + assert.equal(v.delta.command_input, null); assert.equal(v.delta.command_cached, null); + assert.equal(v.delta.command_uncached, null); assert.equal(v.delta.command_output, null); + assert.equal(v.delta.total_input, 50, 'Known total usage does not supply missing command attribution'); + } +}); diff --git a/tests/presentation/test_research_analysis_api.py b/tests/presentation/test_research_analysis_api.py index 8f45bdac4e..e97e500001 100644 --- a/tests/presentation/test_research_analysis_api.py +++ b/tests/presentation/test_research_analysis_api.py @@ -848,3 +848,40 @@ def test_usage_comparison_http_is_source_scoped_read_only_and_keeps_unknown(work for pack in packs: assert read(pack_id=pack["pack_id"])["pack"]["job"] is None assert not w["count"].exists(), "GET comparison and its refusal never dispatch an analysis" + + +def test_usage_comparison_http_returns_native_command_deltas_without_execution(workspace): + from tests.capabilities.test_trajectory_assessment_store import _request_usage_fixture + + w, packs = workspace, [] + for session, response in (("current-session", "one"), ("reference-session", "two")): + rows = [json.loads(line) for line in _request_usage_fixture().replace("solver-session", session).splitlines()] + index = next(i for i, row in enumerate(rows) + if row["type"] == "token_usage_record" and row["payload"]["response_id"] == response) + rows.insert(index, dict(type="response_item", payload=dict(type="function_call", name="exec_command", + call_id="command", arguments=json.dumps(dict(cmd="loopx todo list"))))) + rows.insert(index + 2, dict(type="response_item", payload=dict(type="function_call_output", + call_id="command", output="No tasks"))) + for i, row in enumerate(rows): + row["timestamp"] = f"2026-01-01T00:00:{i:02d}Z" + artifact = session + ".jsonl" + (w["sources"] / artifact).write_text("\n".join(json.dumps(row) for row in rows) + "\n") + packs.append(register_pack(runtime_root=w["tmp_path"] / "runtime", owner_goal_id="research-owner", + input_path=w["tmp_path"] / "input.json", source_root=w["sources"], title=session, + usage_jsonl=artifact, usage_session_id=session, include_tool_context=True)) + query = dict(pack_id=packs[0]["pack_id"], compare_pack_id=packs[1]["pack_id"]) + comparison = w["request"](**query)["comparison"] + assert comparison["status"] == "observed" + # Independent native receipts: current 100/60/10; reference 40/20/5. + assert comparison["delta"]["command_input"] == 60 + assert comparison["delta"]["command_cached"] == 40 + assert comparison["delta"]["command_uncached"] == 20 + assert comparison["delta"]["command_output"] == 5 + assert comparison["delta"]["input_tokens"] is None + assert comparison["left"]["commands"]["charged_cost"] is None + (w["sources"] / "current-session.jsonl").write_text("{}\n") + changed = w["request"](**query)["comparison"] + assert changed["status"] == "unavailable" + assert changed["reason"] == "source_unavailable_or_changed" + assert "delta" not in changed + assert not w["count"].exists(), "Reading or rejecting native counters never executes the provider" From c3803a0217fafd9e732e028a14725fdc5458a696 Mon Sep 17 00:00:00 2001 From: LoopX Agent <337587101+loopx-agent@users.noreply.github.com> Date: Fri, 6 Nov 2026 07:01:02 +0800 Subject: [PATCH 7/8] fix(research): compare uncached command request shares Signed-off-by: LoopX Agent <337587101+loopx-agent@users.noreply.github.com> --- .../dashboard/smoke/research-usage-real.ts | 13 ++++++++++--- .../research-usage-comparison.tsx | 5 +++-- docs/reference/trajectory-assessment.md | 7 +++++-- .../capabilities/trajectory_usage_comparison.ts | 3 ++- .../trajectory_usage_comparison.test.ts | 10 ++++++++++ tests/presentation/test_research_analysis_api.py | 4 ++++ 6 files changed, 34 insertions(+), 8 deletions(-) diff --git a/apps/presentation/dashboard/smoke/research-usage-real.ts b/apps/presentation/dashboard/smoke/research-usage-real.ts index ce07e766f6..f8051f4f26 100644 --- a/apps/presentation/dashboard/smoke/research-usage-real.ts +++ b/apps/presentation/dashboard/smoke/research-usage-real.ts @@ -6,6 +6,7 @@ import {mkdtemp, readFile, rm, writeFile} from 'node:fs/promises'; import {tmpdir} from 'node:os'; import {resolve} from 'node:path'; import type {Browser, Page} from 'playwright'; +import {compareTrajectoryUsage} from '../../../../loopx/control_plane/capabilities/trajectory_usage_comparison.ts'; type Owner = {base: string; close(): Promise}; type Context = {repoRoot: string; outputDir: string; startOwner(path: string): Promise}; @@ -31,8 +32,11 @@ export async function readRealUsage(browser: Browser, context: Context) { record(`${language}:${pack.pack_id}`, {...query, pack_id: pack.pack_id}, response); if (pack.pack_id === source.default_pack_id) record(language, query, response); for (const reference of ids.filter(id => id !== pack.pack_id)) { + // Derive the current comparison from the immutable captured projections; + // older recorded comparison responses remain available for compatibility. + const comparison = compareTrajectoryUsage(pack, packs.find((p: {pack_id: string}) => p.pack_id === reference)); record(`${language}:${pack.pack_id}:${reference}`, {...query, pack_id: pack.pack_id, compare_pack_id: reference}, - source.comparisons[`${pack.pack_id}:${reference}`]); + {ok: true, comparison}); } } } @@ -64,7 +68,7 @@ export async function readRealUsage(browser: Browser, context: Context) { }; const codec = await open(0, 'en', 1); await codec.locator('table').waitFor(); - assert.match(await codec.innerText(), /share fell while its absolute input rose/); + assert.match(await codec.innerText(), /share of total input.*fell while its absolute input rose/); const row = (label: string) => codec.getByRole('row').filter({has: page!.getByRole('rowheader', {name: label, exact: true})}); assert.deepEqual(await row('All-request input (includes cache)').locator('td').allTextContents(), ['184,098,417', '95,917,713', '+88,180,704']); assert.deepEqual(await row('LoopX command requests · whole input').locator('td').allTextContents(), ['10,358,194', '5,561,624', '+4,796,570']); @@ -73,6 +77,7 @@ export async function readRealUsage(browser: Browser, context: Context) { assert.deepEqual(await row('LoopX command requests · output').locator('td').allTextContents(), ['20,026', '15,327', '+4,699']); assert.deepEqual(await row('Control text / input').locator('td').allTextContents(), ['—', '—', '— pp']); assert.deepEqual(await row('LoopX command requests / input').locator('td').allTextContents(), ['5.6%', '5.8%', '-0.17 pp']); + assert.deepEqual(await row('LoopX command requests / uncached input').locator('td').allTextContents(), ['46.5%', '7.5%', '+39.01 pp']); assert.match(await page.getByRole('region', {name: 'Requests issuing LoopX commands', exact: true}).innerText(), /74 \/ 997.*incomplete attribution/); await codec.locator('.research-comparison-sources > details > summary').first().click(); assert.match(await codec.innerText(), /codec-sol-xhigh-03-explore-on-fourarm-r12-a2/); @@ -102,6 +107,7 @@ export async function readRealUsage(browser: Browser, context: Context) { assert.match(await page.getByRole('region', {name: 'LoopX 命令请求', exact: true}).innerText(), /58 \/ 818/); assert.match(await grid.innerText(), /10,759,031/); assert.match(await grid.innerText(), /373,449/); + assert.deepEqual(await grid.getByRole('row').filter({has: page.getByRole('rowheader', {name: 'LoopX 命令请求占未缓存输入', exact: true})}).locator('td').allTextContents(), ['22.4%', '0.7%', '+21.69 pp']); await page.reload(); await page.locator('.research-progress-basis > summary').click(); const restored = page.locator('.research-usage-comparison'); @@ -151,7 +157,7 @@ export async function readRealUsage(browser: Browser, context: Context) { // Older servers omit additive delta fields; never render NaN or invent them in the view. const legacy = structuredClone(source.comparisons[`${ids[2]}:${ids[3]}`]); - for (const key of ['command_cached', 'command_uncached', 'command_output']) delete legacy.comparison.delta[key]; + for (const key of ['command_cached', 'command_uncached', 'command_output', 'command_uncached_percentage_points']) delete legacy.comparison.delta[key]; await page.route(endpoint, route => new URL(route.request().url()).searchParams.has('compare_pack_id') ? route.fulfill({json: legacy}) : route.continue()); await restored.locator(':scope > summary').click(); @@ -162,6 +168,7 @@ export async function readRealUsage(browser: Browser, context: Context) { await cells.last().filter({hasText: /^—$/}).waitFor(); assert.equal(await cells.last().innerText(), '—'); } + assert.equal(await restored.getByRole('row').filter({has: page.getByRole('rowheader', {name: 'LoopX 命令请求占未缓存输入', exact: true})}).locator('td').last().innerText(), '— pp'); await page.unroute(endpoint); const readback = await (await page.request.get(`${owner.base}/fixture/readback`)).json(); assert.equal(readback.source_unchanged, true); diff --git a/apps/presentation/dashboard/src/features/personal-workspace/research-usage-comparison.tsx b/apps/presentation/dashboard/src/features/personal-workspace/research-usage-comparison.tsx index a69354ff26..bbe91524d5 100644 --- a/apps/presentation/dashboard/src/features/personal-workspace/research-usage-comparison.tsx +++ b/apps/presentation/dashboard/src/features/personal-workspace/research-usage-comparison.tsx @@ -94,13 +94,13 @@ export function ResearchUsageComparison({pack, packs, zh, onRead}: {pack: Trajec return
{if (e.target === e.currentTarget) setOpen(e.currentTarget.open);}}>{zh ? "对照捕获用量" : "Compare captured usage"}
-

{zh ? "仅对照同一 Goal、案例、来源修订、声明窗口和用量方法的独立捕获；绝对时刻、原 run/session、来源和覆盖仍分别保留。这不核准 study/arm、模型、反馈和预算相同，不是匹配实验资格或因果收益。差值为当前减对照。" : "Compares independent captures with the same Goal, case, source revision, declared window and usage method. Absolute times, original run/session, sources and coverage remain separate. This does not qualify study/arm, model, feedback or budget equality, matched experiments or causality. Deltas are current minus reference."}

+

{zh ? "仅对照同一 Goal、案例、来源修订、声明窗口和用量方法的独立捕获；绝对时刻、原 run/session、来源和覆盖仍分别保留。这不核准 study/arm、模型、反馈和预算相同，不是匹配实验资格或因果收益。差值为当前减对照；比例差以百分点（pp）表示。" : "Compares independent captures with the same Goal, case, source revision, declared window and usage method. Absolute times, original run/session, sources and coverage remain separate. This does not qualify study/arm, model, feedback or budget equality, matched experiments or causality. Deltas are current minus reference; share differences use percentage points (pp)."}

{zh ? "控制文本占比与发出 LoopX 命令的整次请求用量分别读取；两者重叠，不能相加。占比使用原生请求总和作分母，不平均百分比，不把缓存重复加进输入。归因不全、方法不同或零分母时差值保持未知。比例降低也不代表绝对用量降低。" : "Control-text share and whole requests issuing LoopX commands are separate, overlapping views. Shares use native request sums, never mean percentages or cached input added again. Partial attribution, changed methods or a zero denominator keep deltas unknown. A lower share does not establish lower absolute usage."}

{state.status === "loading" ?

{zh ? "正在读取对照…" : "Reading comparison…"}

: state.status === "error" || state.status === "cancelled" ?

{state.status === "error" ? (zh ? "对照无法读取 · 差值未知" : "Comparison unavailable · deltas unknown") : (zh ? "已取消读取对照" : "Comparison read cancelled")}

: comparison?.status === "unavailable" ?

{zh ? "范围、来源或方法无法对齐 · 差值未知" : "Scope, source or method cannot be aligned · deltas unknown"}

: comparison?.status === "observed" ? <> - {comparison.input_share_down_absolute_up || comparison.command_share_down_absolute_up ?

{zh ? "占比降低，但对应绝对输入增加；不能据此称为节省。" : "The share fell while its absolute input rose; this does not establish savings."}

: null} + {comparison.input_share_down_absolute_up || comparison.command_share_down_absolute_up ?

{zh ? "含缓存总输入占比降低，但对应绝对输入增加；不能据此称为节省。" : "The share of total input (including cache) fell while its absolute input rose; this does not establish savings."}

: null}
{[ [zh ? "全部请求输入（含缓存）" : "All-request input (includes cache)", comparison.left.total.input, comparison.right.total.input, comparison.delta.total_input], @@ -116,6 +116,7 @@ export function ResearchUsageComparison({pack, packs, zh, onRead}: {pack: Trajec +
{pack.scope!.case_id} · tokens · {zh ? "描述性对照 · 费用未测" : "Descriptive comparison · charges unmeasured"}
{zh ? "计量" : "Measure"}{pack.title}{reference.title}{zh ? "差值" : "Delta"}
{zh ? "控制文本占输入" : "Control text / input"}{percent(comparison.left.input.fraction, zh)}{percent(comparison.right.input.fraction, zh)}{signed(comparison.delta.input_percentage_points)} pp
{zh ? "控制文本归因 / 总请求" : "Text-attributed / total requests"}{comparison.left.input.attributed_requests} / {comparison.left.input.total_requests}{comparison.right.input.attributed_requests} / {comparison.right.input.total_requests}—
{zh ? "LoopX 命令请求占输入" : "LoopX command requests / input"}{percent(comparison.left.commands.fraction, zh)}{percent(comparison.right.commands.fraction, zh)}{signed(comparison.delta.command_percentage_points)} pp
{zh ? "LoopX 命令请求占未缓存输入" : "LoopX command requests / uncached input"}{percent(comparison.left.commands.uncached_fraction, zh)}{percent(comparison.right.commands.uncached_fraction, zh)}{signed(comparison.delta.command_uncached_percentage_points ?? null)} pp
{[comparison.left, comparison.right].map(v =>
{v.title} · {zh ? "覆盖与来源" : "Coverage and source"}
{zh ? "控制文本归因 / 未归因请求" : "Text-attributed / unattributed requests"}
{v.input.attributed_requests} / {v.input.unattributed_requests} · {v.input.total_requests} {zh ? "次总请求" : "total requests"}
diff --git a/docs/reference/trajectory-assessment.md b/docs/reference/trajectory-assessment.md index 07d954fb40..642aeacedd 100644 --- a/docs/reference/trajectory-assessment.md +++ b/docs/reference/trajectory-assessment.md @@ -1220,8 +1220,11 @@ their deltas; partial attribution and zero denominators retain unknown shares. All ratios and percentage-point differences are derived by the toolkit from request sums, never by averaging percentages in the renderer. A falling share with rising absolute input is shown explicitly and is not labeled savings. -Command-request deltas include input, its cached and uncached subsets, and -output, all computed by the same owner from native sums. Missing observations +Command-request deltas include input, its cached and uncached subsets, output, +and uncached-input share in percentage points, all computed by the same owner +from native sums. The uncached share uses all native input minus cached input +as its denominator; it remains separate from the share of total input, which +includes cache. Missing observations or changed command methods withhold those deltas. An older response without the additive delta fields remains unknown in the reader; it is not recomputed by the frontend. diff --git a/loopx/control_plane/capabilities/trajectory_usage_comparison.ts b/loopx/control_plane/capabilities/trajectory_usage_comparison.ts index f3f3c69b21..93be79042f 100644 --- a/loopx/control_plane/capabilities/trajectory_usage_comparison.ts +++ b/loopx/control_plane/capabilities/trajectory_usage_comparison.ts @@ -84,7 +84,8 @@ export function compareTrajectoryUsage(left: TrajectoryUsageCapture, right: Traj command_cached: commandsComparable ? difference(leftValue.commands.cached, rightValue.commands.cached) : null, command_uncached: commandsComparable ? difference(leftValue.commands.uncached, rightValue.commands.uncached) : null, command_output: commandsComparable ? difference(leftValue.commands.output, rightValue.commands.output) : null, - command_percentage_points: commandsComparable ? pp(leftValue.commands.fraction, rightValue.commands.fraction) : null}, + command_percentage_points: commandsComparable ? pp(leftValue.commands.fraction, rightValue.commands.fraction) : null, + command_uncached_percentage_points: commandsComparable ? pp(leftValue.commands.uncached_fraction, rightValue.commands.uncached_fraction) : null}, input_share_down_absolute_up: inputComparable && leftValue.input.status === 'complete' && rightValue.input.status === 'complete' && leftValue.input.fraction !== null && rightValue.input.fraction !== null ? leftValue.input.fraction < rightValue.input.fraction && leftValue.input.tokens! > rightValue.input.tokens! : null, diff --git a/tests/control_plane_ts/trajectory_usage_comparison.test.ts b/tests/control_plane_ts/trajectory_usage_comparison.test.ts index 17d6db7526..a8b17e0944 100644 --- a/tests/control_plane_ts/trajectory_usage_comparison.test.ts +++ b/tests/control_plane_ts/trajectory_usage_comparison.test.ts @@ -127,6 +127,10 @@ test('four real native prefixes retain the Bench owner counts, missing text attr assert.equal(codec.delta.command_cached, 3388032); assert.equal(codec.delta.command_uncached, 1408538); assert.equal(codec.delta.command_output, 4699); + assert.equal(codec.left.commands.uncached_fraction, 1500082 / 3223153); + assert.equal(codec.right.commands.uncached_fraction, 91544 / 1215761); + assert(Math.abs(codec.delta.command_uncached_percentage_points! - 39.01105566635043) < 1e-12, + 'The uncached share rises even though the total-input share falls'); assert.equal(codec.command_share_down_absolute_up, true); assert.equal(codec.left.input.tokens, null); assert.equal(codec.right.input.fraction, null); assert.equal(codec.left.input.unattributed_requests, 997); assert.equal(codec.delta.input_percentage_points, null); @@ -148,8 +152,13 @@ test('unknown attribution and zero denominator stay unknown; source, method, ses assert.equal(zero.status, 'observed'); if (zero.status !== 'observed') return; assert.equal(zero.left.input.tokens, null); assert.equal(zero.left.commands.input, 0); assert.equal(zero.left.commands.fraction, null); assert.equal(zero.delta.command_percentage_points, null); + assert.equal(zero.delta.command_uncached_percentage_points, null); assert.equal(zero.delta.command_cached, 0); assert.equal(zero.delta.command_uncached, 0); assert.equal(zero.delta.command_output, 0, 'Measured equal output has a known zero delta even with zero input'); + const knownZero = compareTrajectoryUsage(pack('zero-left', [0, 100]), pack('zero-right', [0, 100])); + assert.equal(knownZero.status, 'observed'); if (knownZero.status !== 'observed') return; + assert.equal(knownZero.left.commands.uncached_fraction, 0); + assert.equal(knownZero.delta.command_uncached_percentage_points, 0, 'A positive denominator preserves measured zero'); for (const mutate of [ (p: TrajectoryUsageCapture) => {p.scope!.goal_id = 'other';}, (p: TrajectoryUsageCapture) => {p.scope!.case_id = 'other';}, @@ -175,6 +184,7 @@ test('command deltas stay unknown for missing observations or a changed method', assert.equal(v.status, 'observed'); if (v.status !== 'observed') continue; assert.equal(v.delta.command_input, null); assert.equal(v.delta.command_cached, null); assert.equal(v.delta.command_uncached, null); assert.equal(v.delta.command_output, null); + assert.equal(v.delta.command_uncached_percentage_points, null); assert.equal(v.delta.total_input, 50, 'Known total usage does not supply missing command attribution'); } }); diff --git a/tests/presentation/test_research_analysis_api.py b/tests/presentation/test_research_analysis_api.py index e97e500001..9f56f31feb 100644 --- a/tests/presentation/test_research_analysis_api.py +++ b/tests/presentation/test_research_analysis_api.py @@ -877,6 +877,10 @@ def test_usage_comparison_http_returns_native_command_deltas_without_execution(w assert comparison["delta"]["command_cached"] == 40 assert comparison["delta"]["command_uncached"] == 20 assert comparison["delta"]["command_output"] == 5 + # All three native receipts include the compaction request: 160 - 90 = 70. + assert comparison["left"]["commands"]["uncached_fraction"] == 40 / 70 + assert comparison["right"]["commands"]["uncached_fraction"] == 20 / 70 + assert comparison["delta"]["command_uncached_percentage_points"] == pytest.approx(200 / 7) assert comparison["delta"]["input_tokens"] is None assert comparison["left"]["commands"]["charged_cost"] is None (w["sources"] / "current-session.jsonl").write_text("{}\n") From 7714ced256b0974604b99b059b423eb7e0524acb Mon Sep 17 00:00:00 2001 From: LoopX Agent <337587101+loopx-agent@users.noreply.github.com> Date: Fri, 6 Nov 2026 10:39:05 +0800 Subject: [PATCH 8/8] fix(research): distinguish declared retention from verified adoption Signed-off-by: LoopX Agent <337587101+loopx-agent@users.noreply.github.com> --- .../personal-workspace/goal-research-progress.tsx | 9 +++++---- docs/reference/trajectory-assessment.md | 6 ++++-- 2 files changed, 9 insertions(+), 6 deletions(-) diff --git a/apps/presentation/dashboard/src/features/personal-workspace/goal-research-progress.tsx b/apps/presentation/dashboard/src/features/personal-workspace/goal-research-progress.tsx index 8f6d822897..b80de116f5 100644 --- a/apps/presentation/dashboard/src/features/personal-workspace/goal-research-progress.tsx +++ b/apps/presentation/dashboard/src/features/personal-workspace/goal-research-progress.tsx @@ -125,10 +125,11 @@ function RetainedImprovement({native, zh, onCitation}: {native: NonNullable formatNativeMeasurement(value, zh, true); - const label = zh ? "已采用成果增量" : "Retained improvement"; + const label = zh ? "声明的保留增量" : "Declared retained change"; return

{label}

-

{zh ? "固定基线与实际保留结果的原生指标差值，正数表示改善。越低越好的指标反向计算；回退到基线为零，缺少基线或保留证据为未知。" : "Native change from a fixed baseline to the actually retained result. Positive means improvement; lower-is-better metrics reverse the subtraction. Returning to baseline is zero; missing baseline or retention evidence is unknown."}

+

{zh ? "按来源声明的固定基线与保留结果计算原生指标差值，正数表示改善。越低越好的指标反向计算；回退到基线为零，缺少基线或保留证据为未知。" : "Native change between the source-declared fixed baseline and retained result. Positive means improvement; lower-is-better metrics reverse the subtraction. Returning to baseline is zero; missing baseline or retention evidence is unknown."}

+

{zh ? "引用绑定不证明实际文件采用或比较条件已独立核验；最佳轮次不能替代保留证据。" : "Citation binding does not independently verify artifact adoption or comparable conditions; a best round cannot establish retention."}

{zh ? "只代表所选比较，不是 LoopX 的独立贡献或原目标已达成；不能跨题、跨单位或重叠窗口相加。展开数值可看原文。" : "This comparison alone does not establish LoopX's causal contribution or objective completion. Do not sum across tasks, units or overlapping windows. Expand the value for original evidence."}

{native.applicability === "historical" ?

{zh ? "历史捕获 · 当前结果未核验" : "Historical capture · current result unverified"}

: null} @@ -136,7 +137,7 @@ function RetainedImprovement({native, zh, onCitation}: {native: NonNullable{improvement.value === null ? "—" : format(improvement.value)} {improvement.value === null ? (zh ? "未知" : "Unknown") : outcomes.metric.unit}
- {([[improvement.baseline, zh ? "比较基线" : "Comparison baseline"], [outcomes.retained, zh ? "实际保留" : "Actually retained"]] as const).map(([point, title]) =>
{title}
{point ? : (zh ? "未知" : "Unknown")}
)} + {([[improvement.baseline, zh ? "比较基线" : "Comparison baseline"], [outcomes.retained, zh ? "声明保留" : "Declared retained result"]] as const).map(([point, title]) =>
{title}
{point ? : (zh ? "未知" : "Unknown")}
)}
{zh ? "保留依据" : "Retention evidence"}
{improvement.retention_citation ? : (zh ? "未采集" : "Uncaptured")}
{zh ? "最后候选差值" : "Final candidate change"}
{improvement.final_candidate_delta === null ? (zh ? "未知" : "Unknown") : `${format(improvement.final_candidate_delta)} ${outcomes.metric.unit}`} · {zh ? "不代表已采用收益" : "not realized retention"}
@@ -147,7 +148,7 @@ function NativeResults({native, zh, onCitation}: {native: ResearchProgressPack[" const outcomes = native?.projection; if (!native || !outcomes) return

{zh ? "原生测量 · 未采集" : "Native measurements · not captured"}

; const historical = native.applicability === "historical"; - const points = [["best_valid", "窗口内最佳有效值", "Best valid in capture"], ["initial", "首次提交", "Initial submission"], ["final_valid", "最后有效提交", "Final valid submission"], ["retained", "原生保留结果", "Native retained result"]] as const; + const points = [["best_valid", "窗口内最佳有效值", "Best valid in capture"], ["initial", "首次提交", "Initial submission"], ["final_valid", "最后有效提交", "Final valid submission"], ["retained", "来源声明的保留结果", "Source-declared retained result"]] as const; // The real Ad capture has distinct best/final values that both round to // 4.965E10. Keep the compact notation, increasing precision only until the // distinct scientific measurements remain distinguishable (up to double precision). diff --git a/docs/reference/trajectory-assessment.md b/docs/reference/trajectory-assessment.md index 642aeacedd..0ea192b850 100644 --- a/docs/reference/trajectory-assessment.md +++ b/docs/reference/trajectory-assessment.md @@ -799,11 +799,13 @@ Omitting `comparison` preserves the previous projection shape and does not invent a baseline from the first/best result. Native-only registration still does not execute an analysis or alter its key. -The Goal shows one compact **Retained improvement / 已采用成果增量** value before +The Goal shows one compact **Declared retained change / 声明的保留增量** value before the process judgments. Hover, keyboard focus or tap explains the metric; expansion exposes both measured endpoints, retention evidence and candidate change. Historical/unreadable provenance remains visible. The value describes -the declared native comparison, not objective completion, a general utility +the source-declared native comparison. Citation binding does not independently +verify actual artifact adoption or comparable evaluation conditions; a best +round alone cannot establish retention. This is not objective completion, a general utility score, matched LoopX uplift or causal attribution. Do not add across tasks, units, overlapping windows or inherited results. Displayed precision is rounded; original endpoint values remain readable in their citations. Pack selection