一键导入
literature-search
Run the canonical literature search bridge for one evidence query and persist traceable evidence artifacts.
用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
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Run the canonical literature search bridge for one evidence query and persist traceable evidence artifacts.
用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
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.
| 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: