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feat: add governed structured interview plan - #40

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feat/structured-interview-plan
Draft

feat: add governed structured interview plan#40
seonghobae wants to merge 229 commits into
developfrom
feat/structured-interview-plan

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@seonghobae seonghobae commented Aug 18, 2026

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Buyer-visible outcome

Adds a candidate-neutral governed structured-interview plan and executable human-activation boundary. The plan binds one approved requisition/Job to exact Job Analysis, a predetermined question set and question-to-competency map, rating anchors, governed competencies, interviewer panel, evidence version, and canonical audit correlation. Only exact creation-bound plan evidence may cross the injected authoritative host boundary; authoritative verification must bind the exact plan evidence, accountable human actor, and approval instant before an activation receipt can exist.

Orgmetra-owned repair retained

The constructor-provenance reentrancy bypass remains repaired on exact feature head 6917e41f9053fab6f7e99f8185f2137e8fc5fca5. Regression-only ab035c45... reproduced caller-controlled timezone re-entry that could retain an allocator-created object and later invoke __post_init__() to mint a second creation-bound plan. The repair consumes one context-local allocator ticket in the exact __new__() call before field validation or caller callbacks. The process-local identity/HMAC mechanism remains runtime defense-in-depth, not a durable signature or persisted audit record.

Live protected-parent finding — 2026-09-06

Current protected truth is develop@eb9757f8649aaad026a9865508d9aad50c1a7a4f; this PR still records old base snapshot 9e3e4847510e1e612b48474ba42b177b8ed824df. GitHub reports the PR open · Draft · mechanically mergeable, but mechanical mergeability is not semantic adoption.

GitHub's current protected-parent synthetic merge is 27083e1787c68a7723ac741d9dedeb04e748d81c, exact tree 5690f0d2ac78550c6f86af4ce19ccf8c6159bdf4, with parents protected eb9757f... and feature 6917e41f.... That tree resurrects retired .github/workflows/interview-plan-quality.yml; the leaf uses ubuntu-latest, contrary to protected #161's consolidated Foundation owner and exact ubuntu-24.04 runner contract.

Deleting the leaf alone would also be wrong. Interview Plan declares requires-python = ">=3.12", and executable test_supported_python_versions.py requires real 3.12, 3.13, and primary 3.14 CI lanes. The historical leaf provides those compatibility lanes. Protected Foundation currently runs Python 3.14 only. Therefore a reconciliation that merely removes the package workflow would silently reduce the declared/executable compatibility acceptance contract.

Issue #258 is now the canonical Foundation prerequisite for this class of adoption: preserve package-neutral 3.12/3.13/3.14 compatibility under the consolidated Foundation owner, retain ubuntu-24.04, use reviewed hash-locked tooling across each executed minor, avoid package-name switchboards, keep retired leaves absent, update canonical inventories for any new executable root contract, and reseal deterministic provenance from final bytes where tracked artifacts change.

Do not copy mutable #42 shared-dispatcher source into this branch. #42 independently demonstrates package-neutral artifact discovery, but it is not protected dependency truth and its current requirement parser assumes one single-line hash per package while Interview Plan's reviewed multi-minor toolchain needs multiple wheel hashes for coverage. Canonical #258 integrates first; then both product lanes may non-force adopt protected owner truth.

Historical exact-source evidence

Structured Interview Plan Quality 33294992324 was terminal SUCCESS on this feature snapshot with 136 tests and 338/338 statements plus 82/82 branches. Foundation 33294992349, Recovery 33294992368, and SAST 33294992329 also succeeded on the old parent. Security remained non-passing at the central Dependency Review support boundary; OpenCode lacked a qualifying formal exact-head verdict, historical Noema used an older timeout path, and Strix evidence was not structurally bound to the target tuple. No qualifying independent current-head approval was established. None of this evidence transfers to a later protected-parent successor.

Required order

Keep Draft. Implement and normally integrate #258 from fresh protected truth → non-force adopt that protected Foundation capability into this branch while preserving the complete structured-interview plan/activation delta and its 3.12–3.14 compatibility contract → keep the retired leaf absent → resolve docs/provenance semantically and reseal final tracked bytes → reacquire exact-head Foundation/product/recovery/Security/SAST/CodeQL/OpenCode/Noema/Strix and then-current independent review evidence.

Do not self-approve, use routine administrator bypass, transfer predecessor evidence, resurrect package-local CI, reduce the supported Python range merely to satisfy Foundation, create no-op retrigger churn, force-push/destructively rebase, weaken a gate, or mutate a foreign dedicated-writer boundary.

Scope / non-claims

This slice does not persist candidate responses, scores, or candidate PII; autonomously make selection decisions; duplicate authoritative tenant/Job/identity stores; or use cross-service application-table SQL. It does not claim a deployed production authority adapter, completed validity/fairness study, legal-compliance determination, durable signing system, certification, or commercial release.

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📝 Walkthrough

Walkthrough

구조화 인터뷰 계획 패키지와 공개 API를 추가했습니다. 계획은 UUIDv4 참조, 증거 버전, 후보자 중립 메타데이터, 인간 승인 상태와 SHA-256 다이제스트를 포함합니다. 검증, 회귀 테스트와 GitHub Actions 품질 검사를 제공합니다.

Changes

구조화 인터뷰 계획

Layer / File(s) Summary
거버넌스 계약과 모델 구조
docs/adr/..., docs/doctoring/..., docs/traceability/..., packages/interview-plan/README.md, packages/interview-plan/CHANGELOG.md, packages/interview-plan/src/orgmetra_interview_plan/*
증거 버전, UUIDv4 기반 불투명 참조와 인간 승인 상태를 정의합니다. 활성화 전 권위적 테넌트·직무·증거·패널 검증 경계를 문서화합니다.
UUIDv4와 증거 버전 검증
packages/interview-plan/src/orgmetra_interview_plan/plan.py, packages/interview-plan/tests/test_plan.py, packages/interview-plan/tests/test_evidence_version.py, packages/interview-plan/tests/test_uuid_version.py, packages/interview-plan/tests/test_tenant_scope.py
참조, 증거 버전, 컬렉션, 질문 수, 시간값과 고정 상태를 검증합니다. replace 이후 재검증과 패널·테넌트 범위 회귀를 테스트합니다.
빌더와 결정적 감사 표현
packages/interview-plan/src/orgmetra_interview_plan/plan.py
build_structured_interview_plan을 추가합니다. canonical_json과 SHA-256 다이제스트를 제공합니다.
패키지 품질 검사
packages/interview-plan/pyproject.toml, packages/interview-plan/tests/test_docstrings.py, .github/workflows/interview-plan-quality.yml
패키지 빌드, docstring 검사, pytest, 100% 브랜치 커버리지와 체크아웃·작업 트리 검사를 자동화합니다.

Estimated code review effort: 3 (Moderate) | ~25 minutes

Merge Risk: 🟡 Moderate · up to 1ceca

The current head can still allow UUIDv1 reference suffixes that expose timestamp or node-correlation metadata, and the required pre-activation authority and interviewer checks are not demonstrated by executable activation-path evidence. Merge should wait until the reference validation and activation evidence are corrected or explicitly accepted by the owner.

Sequence Diagram(s)

sequenceDiagram
  participant 개발자
  participant 빌더
  participant 계획모델
  participant 품질워크플로
  개발자->>빌더: 계획 증거와 메타데이터 전달
  빌더->>계획모델: 계획 생성 및 검증
  계획모델-->>개발자: 불변 계획 반환
  개발자->>계획모델: canonical_json() 및 sha256_digest() 호출
  계획모델-->>개발자: 결정적 JSON과 SHA-256 반환
  품질워크플로->>계획모델: 패키지 컴파일 및 pytest 실행
  품질워크플로-->>개발자: 커버리지와 작업 트리 검사 결과 반환
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✅ Passed checks (5 passed)
Check name Status Explanation
Docstring Coverage ✅ Passed Docstring coverage is 100.00% which is sufficient. The required threshold is 80.00%.
Linked Issues check ✅ Passed Check skipped because no linked issues were found for this pull request.
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Description Check ✅ Passed Check skipped - CodeRabbit’s high-level summary is enabled.
Title check ✅ Passed 제목은 거버넌스 기반 구조화 인터뷰 계획을 추가하는 주요 변경 사항을 정확하고 간결하게 설명합니다.
✨ Finishing Touches
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  • Commit unit tests in branch feat/structured-interview-plan

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@seonghobae
seonghobae marked this pull request as ready for review August 18, 2026 15:03

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@opencode-agent Please independently review exact current head 8c54d1fc211bdd0f245e80231cb310250f0dbfda against protected develop f815feedcb0bac264d9814b2932338c512276110. Re-read the full diff and current review-thread state rather than predecessor evidence. Verify the structured-interview plan’s job-analysis/question↔competency/rating-anchor provenance, exact-bool human-confirmation boundary, candidate-neutral/PII-minimized contract, deterministic canonical evidence, and the 100% owned statement/branch coverage claims. If this unchanged head satisfies the repository review standard, submit a formal APPROVE; otherwise leave only source-backed actionable findings tied to this exact head. Do not modify or merge the PR.

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@seonghobae
seonghobae marked this pull request as draft August 18, 2026 16:05
@seonghobae
seonghobae marked this pull request as ready for review August 18, 2026 17:04

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@opencode-agent Please independently review exact current head 1e4ea432ac7bf26ce16dc2224153390788843c3f against protected develop f815feedcb0bac264d9814b2932338c512276110. Re-read the full diff and current resolved-thread state. Verify the structured-interview plan’s candidate-neutrality, Job/job-analysis/question-to-competency mapping and rating-anchor evidence boundaries, exact boolean human confirmation, deterministic canonical evidence, 100% owned statement/branch coverage, and current exact-head workflow evidence. If the unchanged head satisfies the repository review standard and live merge requirements, submit a formal independent APPROVE; otherwise leave only source-backed actionable findings tied to this exact head. Do not modify or merge the PR.

@seonghobae
seonghobae marked this pull request as draft August 19, 2026 03:59
@seonghobae
seonghobae dismissed opencode-agent[bot]’s stale review August 30, 2026 17:04

Dismissed as stale predecessor-only evidence after current-source verification. This CHANGES_REQUESTED review is bound to predecessor head 8d8896b and its sole blocker was failed coverage evidence. The current exact head 6917e41 has same-head required-workflow-bootstrap, coverage-source-tree, and coverage-evidence GREEN, plus Structured Interview Plan Quality at 136 tests / 338 statements / 82 branches = 100%. Dismissal does not transfer the predecessor verdict or constitute approval: an authenticated current-head OpenCode formal verdict and qualifying independent approval are still required.

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@opencode-agent Please independently review exact current head 6917e41f9053fab6f7e99f8185f2137e8fc5fca5 against live protected develop@9e3e4847510e1e612b48474ba42b177b8ed824df. Re-read the current diff, all resolved review threads, and exact-head evidence rather than predecessor reviews. Verify the governed structured-interview plan’s candidate-neutral/value-minimized boundary, authoritative Job/job-analysis/question↔competency/rating-anchor provenance, accountable human activation boundary, process-local issuance-integrity non-claims, and exact 100% owned statement/branch coverage. Current exact-head Strix and Orgmetra-owned quality/Foundation/Recovery/SAST evidence are materially GREEN; Dependency Review remains a separate fail-closed support/configuration boundary. Submit a formal APPROVED or CHANGES_REQUESTED review bound to this exact head only if the authenticated review actually executes. Do not modify or merge the branch, synthesize a verdict, or reuse predecessor evidence.

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@opencode-agent Re-evaluate the unchanged exact head 6917e41f9053fab6f7e99f8185f2137e8fc5fca5 against live protected develop@9e3e4847510e1e612b48474ba42b177b8ed824df through the existing central review path after the protected scheduler repair now integrated at ContextualWisdomLab/.github@883edda5d6e765e0b1efff8ac8bd626c182c7669 (#1459, rate-limited comment-fetch retry/backoff and bounded prefetch concurrency). The earlier exact-head request predates that owner-side repair. Re-read current source, resolved threads, and current-head evidence from zero; predecessor reviews/status prose do not transfer. Produce only an authenticated formal APPROVED or CHANGES_REQUESTED bound to this exact SHA if review execution actually succeeds. Do not treat the separate fail-closed Dependency Review HTTP 403 or non-provenance-bound Strix artifact as an Orgmetra source finding, and do not modify or merge the branch.

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@opencode-agent Re-review this unchanged exact current head after the latest central review-scheduler fixes. Consumer: ContextualWisdomLab/Orgmetra#40; head 6917e41f9053fab6f7e99f8185f2137e8fc5fca5; independently resolved live base develop@9e3e4847510e1e612b48474ba42b177b8ed824df; current central .github/main is 1cf2f9120a2cd494ed5079135bb10822c27b5947. Treat predecessor/status/model-only evidence as non-passing. Re-read the current diff and resolved threads, verify the same-head owned quality/coverage evidence, and publish only a genuine authenticated formal APPROVED or CHANGES_REQUESTED Reviews API verdict bound to this exact head. Do not synthesize an approval from the required verifier itself.

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Pull request overview

OpenCode reviewed the current-head product diff. Coverage is a separate gate.

Changed files

  • .github/requirements/foundation-test.txt — repository behavior
  • .github/workflows/interview-plan-quality.yml — GitHub Actions review job
  • docs/adr/0015-governed-structured-interview-plan.md — operator or user guidance
  • docs/doctoring/structured-interview-plan-references.md — operator or user guidance
  • docs/traceability/structured-interview-plan.md — operator or user guidance
  • packages/interview-plan/CHANGELOG.md — repository behavior
  • packages/interview-plan/README.md — repository behavior
  • packages/interview-plan/pyproject.toml — repository behavior
  • packages/interview-plan/src/orgmetra_interview_plan/__init__.py — Python module behavior
  • packages/interview-plan/src/orgmetra_interview_plan/activation.py — Python module behavior
  • packages/interview-plan/src/orgmetra_interview_plan/plan.py — Python module behavior
  • packages/interview-plan/tests/test_activation.py — regression suite
  • packages/interview-plan/tests/test_activation_approval_time.py — regression suite
  • packages/interview-plan/tests/test_activation_integrity_review.py — regression suite
  • packages/interview-plan/tests/test_activation_plan_mutation.py — regression suite
  • packages/interview-plan/tests/test_activation_plan_type.py — regression suite
  • packages/interview-plan/tests/test_adr_numbering.py — regression suite
  • packages/interview-plan/tests/test_docstrings.py — regression suite
  • packages/interview-plan/tests/test_evidence_version.py — regression suite
  • packages/interview-plan/tests/test_plan.py — regression suite
  • packages/interview-plan/tests/test_plan_issuance_integrity.py — regression suite
  • packages/interview-plan/tests/test_receipt_issuance.py — regression suite
  • packages/interview-plan/tests/test_string_runtime_evidence_integrity.py — regression suite
  • packages/interview-plan/tests/test_supported_python_versions.py — regression suite
  • packages/interview-plan/tests/test_temporal_evidence_integrity.py — regression suite
  • packages/interview-plan/tests/test_tenant_scope.py — regression suite
  • packages/interview-plan/tests/test_traceability_scope.py — regression suite
  • packages/interview-plan/tests/test_uuid_version.py — regression suite
  • tests/test_foundation_ci_dependency_hygiene.sh — regression suite

Changed behavior

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Repository file: foundation-test.txt"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Repository file: foundation-test.txt"]
  R1 --> V1["required checks"]
  Evidence --> S2["Workflow: interview-plan-quality.yml"]
  S2 --> I2["GitHub Actions review job"]
  I2 --> R2["Review risk: Workflow: interview-plan-quality.yml"]
  R2 --> V2["actionlint plus required checks"]
  Evidence --> S3["Docs: 0015-governed-structured-interview-plan.md (3 files)"]
  S3 --> I3["operator or user guidance"]
  I3 --> R3["Review risk: Docs: 0015-governed-structured-interview-plan.md (3 files)"]
  R3 --> V3["docs review"]
  Evidence --> S4["Repository file: CHANGELOG.md"]
  S4 --> I4["repository behavior"]
  I4 --> R4["Review risk: Repository file: CHANGELOG.md"]
  R4 --> V4["required checks"]
  Evidence --> S5["Repository file: README.md"]
  S5 --> I5["repository behavior"]
  I5 --> R5["Review risk: Repository file: README.md"]
  R5 --> V5["required checks"]
  Evidence --> S6["Repository file: pyproject.toml"]
  S6 --> I6["repository behavior"]
  I6 --> R6["Review risk: Repository file: pyproject.toml"]
  R6 --> V6["required checks"]
  Evidence --> S7["Python: __init__.py (3 files)"]
  S7 --> I7["Python module behavior"]
  I7 --> R7["Review risk: Python: __init__.py (3 files)"]
  R7 --> V7["pytest plus coverage"]
  Evidence --> S8["Test: test_activation.py (17 files)"]
  S8 --> I8["regression suite"]
  I8 --> R8["Review risk: Test: test_activation.py (17 files)"]
  R8 --> V8["targeted test run"]
  Evidence --> S9["Test: test_foundation_ci_dependency_hygiene.sh"]
  S9 --> I9["regression suite"]
  I9 --> R9["Review risk: Test: test_foundation_ci_dependency_hygiene.sh"]
  R9 --> V9["targeted test run"]
Loading

Findings

No source-backed product finding is synthesized from the coverage gate. A coverage miss belongs in the status comment.

  • Head SHA: 6917e41f9053fab6f7e99f8185f2137e8fc5fca5
  • Workflow run: 33371238759
  • Workflow attempt: 1
  • Coverage gate: failure

Review outcome

Coverage is a gate, not the review. This body reviews the changed product files.

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Repository file: foundation-test.txt"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Repository file: foundation-test.txt"]
  R1 --> V1["required checks"]
  Evidence --> S2["Workflow: interview-plan-quality.yml"]
  S2 --> I2["GitHub Actions review job"]
  I2 --> R2["Review risk: Workflow: interview-plan-quality.yml"]
  R2 --> V2["actionlint plus required checks"]
  Evidence --> S3["Docs: 0015-governed-structured-interview-plan.md (3 files)"]
  S3 --> I3["operator or user guidance"]
  I3 --> R3["Review risk: Docs: 0015-governed-structured-interview-plan.md (3 files)"]
  R3 --> V3["docs review"]
  Evidence --> S4["Repository file: CHANGELOG.md"]
  S4 --> I4["repository behavior"]
  I4 --> R4["Review risk: Repository file: CHANGELOG.md"]
  R4 --> V4["required checks"]
  Evidence --> S5["Repository file: README.md"]
  S5 --> I5["repository behavior"]
  I5 --> R5["Review risk: Repository file: README.md"]
  R5 --> V5["required checks"]
  Evidence --> S6["Repository file: pyproject.toml"]
  S6 --> I6["repository behavior"]
  I6 --> R6["Review risk: Repository file: pyproject.toml"]
  R6 --> V6["required checks"]
  Evidence --> S7["Python: __init__.py (3 files)"]
  S7 --> I7["Python module behavior"]
  I7 --> R7["Review risk: Python: __init__.py (3 files)"]
  R7 --> V7["pytest plus coverage"]
  Evidence --> S8["Test: test_activation.py (17 files)"]
  S8 --> I8["regression suite"]
  I8 --> R8["Review risk: Test: test_activation.py (17 files)"]
  R8 --> V8["targeted test run"]
  Evidence --> S9["Test: test_foundation_ci_dependency_hygiene.sh"]
  S9 --> I9["regression suite"]
  I9 --> R9["Review risk: Test: test_foundation_ci_dependency_hygiene.sh"]
  R9 --> V9["targeted test run"]
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Scheduled review-feedback autofix for this PR head.

  • Head SHA: 6917e41f9053fab6f7e99f8185f2137e8fc5fca5

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Scheduled review-feedback autofix for this PR head.

  • Head SHA: 6917e41f9053fab6f7e99f8185f2137e8fc5fca5

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@opencode-agent review

Review exact current head 6917e41f9053fab6f7e99f8185f2137e8fc5fca5 through the current central ContextualWisdomLab/.github contextual-orchestrator integration using the fail-closed orchestrator/free pool. Do not reuse predecessor-head verdicts.

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Failed-check RCA refresh for exact head 6917e41f9053fab6f7e99f8185f2137e8fc5fca5:

  • Historical Required Noema failure 33294991587 / job 99436298297 is central control-plane evidence, not an Orgmetra product finding: the model-backed review reached a substantive verdict, then the old trusted central path failed on its later GitHub write timeout. Protected .github/main now contains the newer Noema request/retry path; rerunning that old job would preserve its predecessor central source, so it was not promoted to current evidence.
  • Historical required OpenCode job 99422517837 authenticated and dispatched correctly but exhausted its exact-head verdict polling window without receiving an authenticated formal verdict. Rather than waiting on a reviewer, this run invoked the current central mention/scheduler path with @opencode-agent review; fresh central run ContextualWisdomLab/.github#33525821595 is bound to this exact Orgmetra head and is currently queued. Current central review routing remains through contextual-orchestrator orchestrator/free.
  • Security Scan dependency-review job 99250681305 failed before the action itself because GitHub's dependency-graph compare endpoint returned HTTP 403. Checkout succeeded, Trivy/OSV/Scorecard on the same head are clean, and this public repository otherwise has dependency-graph support, so this is acquisition/control-plane evidence rather than a vulnerability finding. The dependency-review job was rerun without changing source or weakening the gate; fresh job 99922563033 is currently queued. Queued is non-passing.

No Orgmetra source, warning threshold, security/review gate, approval state, or status was altered. Acceptance still requires fresh terminal exact-head evidence from the current central paths.

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Scheduled review-feedback autofix for this PR head.

  • Head SHA: 6917e41f9053fab6f7e99f8185f2137e8fc5fca5

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Scheduled review-feedback autofix for this PR head.

  • Head SHA: 6917e41f9053fab6f7e99f8185f2137e8fc5fca5

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Scheduled review-feedback autofix for this PR head.

  • Head SHA: 6917e41f9053fab6f7e99f8185f2137e8fc5fca5

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Scheduled review-feedback autofix for this PR head.

  • Head SHA: 6917e41f9053fab6f7e99f8185f2137e8fc5fca5

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Scheduled review-feedback autofix for this PR head.

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Canonical prerequisite #258 now has an active protected-parent implementation in Draft PR #259 at exact head bde2bd5472175ab7263ff27ff56a09c9d619e0c5 (parent develop@eb9757f8649aaad026a9865508d9aad50c1a7a4f). #259 adds package-neutral Foundation execution plus real CPython 3.12/3.13 compatibility on pinned ubuntu-24.04, with a reviewed hash-locked toolchain and no package-name switchboard or leaf-workflow resurrection. Its exact-head Foundation/Security/SAST/CodeQL runs are fresh and currently queued. Keep this Structured Interview delta Draft and unchanged until #259 is normally integrated to protected develop; then non-force adopt that protected owner truth while retaining the full 3.12–3.14 Interview Plan contract and reacquire exact-head evidence. Do not copy the mutable #259 source early or transfer predecessor GREEN.

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opencode-agent Bot commented Sep 6, 2026

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Scheduled review-feedback autofix for this PR head.

  • Head SHA: 6917e41f9053fab6f7e99f8185f2137e8fc5fca5

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