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literature-search
Run the canonical literature search bridge for one evidence query and persist traceable evidence artifacts.
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
メニュー
Run the canonical literature search bridge for one evidence query and persist traceable evidence artifacts.
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
Run the full Co-Scientist pipeline for one research run.
Evaluate whether a hypothesis newly entered the current top-k set and update the convergence counter deterministically.
Assemble a dashboard-ready snapshot from the canonical state.
Choose exactly one concrete evolution strategy for the active evolution round.
Run the assumption decomposition and deep verification review for a hypothesis.
Run the iterative evolution loop from the current persisted run state until convergence.
SOC 職業分類に基づく
| name | literature-search |
| description | Run the canonical literature search bridge for one evidence query and persist traceable evidence artifacts. |
Goal:
Inputs:
SearchRequestContract payload or enough context to build oneliterature/queries/<query_id>/REQUEST.jsonOutputs:
literature/queries/<query_id>/REQUEST.jsonliterature/queries/<query_id>/PROVIDER_RECEIPTS.jsonliterature/queries/<query_id>/CANDIDATE_PAPERS.jsonliterature/queries/<query_id>/VERIFIED_PAPERS.jsonliterature/queries/<query_id>/EVIDENCE_BUNDLE.jsonliterature/queries/<query_id>/EVIDENCE_BUNDLE.mdliterature/queries/<query_id>/SEARCH_TRACE.jsonlliterature/bundles/<bundle_id>.jsonContext Loading:
skills/shared-references/schema-index.md.skills/shared-references/literature-search-contract.md.packages/agent_contracts/literature.py before building or editing a search request or evidence bundle.tools/literature_search_client.py before invoking the bridge.Execution Contract:
from tools import search_literature.co_scientist_search_bridge MCP server, its tools are an allowed transport for the same canonical bridge.tools.search_literature(...).retrieval_metadata.status is blocked, return that blocked state to the caller instead of fabricating an evidence bundle.retrieval_metadata.status is partial, downstream callers may continue only when they preserve the partial-source limitation.Execution Steps:
skills/shared-references/schema-index.md, skills/shared-references/literature-search-contract.md, and packages/agent_contracts/literature.py.SearchRequestContract with a stable query_id, goal, query, query_type, providers, filters, and consumer.tools.search_literature(run_dir, request) through the stable tools surface, or call the equivalent configured MCP search bridge tool when it is available.EvidenceBundleContract and confirm the run-local artifacts were written.blocked, stop and report the blocked retrieval state to the caller.partial or succeeded, return the bundle_id and query_id to the caller.python -m tools.validation.contract_validation <run_dir> --skill literature-search.Completion Rule: