Docs/search lkm help - #790
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Parent and verb --help now lead with examples and a what-you-have map so the right surface is obvious before Auth, HTTP, and API contracts.
Stop sending the retired filters.role field, treat --reasoning-only as a conclusion-scope alias, and reject offset/keyword/date values that LKM would refuse.
Poll existing task ids with status, not submit --wait; state graph format as the same fields, not the package envelope; price extract per successful paper. Co-authored-by: Cursor <cursoragent@cursor.com>
Keep retrieval-mode code spans intact, match ruff format, and point the formalize-coarse Phase 1b recipe at --scopes conclusion. Co-authored-by: Cursor <cursoragent@cursor.com>
Rewrite the LKM intro away from a paper search engine, align knowledge/reasoning routing and default limits with Bohr, and reject empty or non-numeric paper ids locally. Co-authored-by: Cursor <cursoragent@cursor.com>
Match the LKM paper: papers become addressable questions, claims, chains, and evidence, not a shared-knowledge layer built on a Gaia-language subset. Co-authored-by: Cursor <cursoragent@cursor.com>
CI failed on unsorted extract imports, an over-long --format help line, and an unformatted feedback example string. Co-authored-by: Cursor <cursoragent@cursor.com>
Treat the flag as a hidden --scopes conclusion alias and stop sending reasoning_only. State the 0.05 CNY search quota and extract prices in help. Co-authored-by: Cursor <cursoragent@cursor.com>
Bohr has no such flag; conclusion-only search is --scopes conclusion. Co-authored-by: Cursor <cursoragent@cursor.com>
Bohr has no role filter; LKM scopes already replace filters.role. Co-authored-by: Cursor <cursoragent@cursor.com>
Removed flags do not belong in the reference; keep --scopes as the live option. Co-authored-by: Cursor <cursoragent@cursor.com>
Keep help and the search reference on live inputs so agents do not invent --title, --package-id, or retired projection switches. Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
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Summary
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Notes for reviewers