analyze
免费Convert run artifacts into calibrated interpretation and next decisions.
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Build, revise, audit, or rebut a research manuscript from Harness Research evidence. Use for paper intake, related-work research, claim and citation control, section architecture, LaTeX patching, figure planning, reviewer response, or final manuscript hardening when the workspace contains Harness research artifacts.
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实测评分 未实测
查看安装方法安装前可以查看交给 AI 代理的指令内容。
Treat this as an optional manuscript loop attached to the core $write Recipe. Do not turn it into a required research stage.
harness.yaml, the current Research Brief, relevant experiment context, and release evidence.iteration_log.json as experiment routing state, not sufficient support for a manuscript claim.If the framework checkout is not available at tooling/auto_paper/, continue manually with the same artifact contract and report that deterministic checks were NOT_RUN.
Use one artifact root: auto_paper_output/<paper_id>/. Read phase-contracts.md only for the active phase.
intake — establish target, draft, sources, TeX roots, figures, compile command, claim boundary, and operator constraints.research — build the source and exemplar dossier; learn organization and terminology without borrowing claims.argument — create a claim register, explicit scope limits, and claims to avoid.citation — map each citation-dependent claim to checked support and mark unsupported claims.layout — define section roles and a rationale matrix before editing prose or TeX.patch — patch only from accepted artifacts and keep a patch ledger.harden — run claim, citation, revision, integrity, and compile checks; write the final Gate ledger.Optional branches are figure/table work, data statements, and reviewer response. Return to the owning phase when an audit finds an upstream defect.
The optional plugin has no controller or hidden resumable state. Keep the
phase artifacts under auto_paper_output/<paper_id>/ and advance only when
the active phase contract is satisfied. Use the deterministic checker before
moving forward:
python tooling/auto_paper/scripts/auto_paper/artifact_check.py \
auto_paper_output/<paper_id> --phase <phase> --json
The checker proves only artifact-contract readiness. It does not prove a
scientific claim or a successful compile. Record any skipped checker or compile
step as NOT_RUN in the phase or final Gate ledger.
When a claim needs a missing experiment, write a bounded entry in run_request_register.json or .md with the blocking claim, minimum evidence, expected artifacts, and acceptance check. Route that request to $run; do not fabricate a result or silently weaken a central claim.
Pause for the operator only when intent is missing, an explicit approval record is required, or an irreversible external submission is requested. Ordinary paper iterations proceed inside the accepted Automation Policy.
Return the artifact root, files changed, evidence used, deterministic checks, compile result, unresolved reviewer risks, and the next human decision. A release-ready manuscript requires both Conclusion Evidence and an explicit Gate ledger.
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Convert run artifacts into calibrated interpretation and next decisions.
中文简介正在准备中。当前显示原文说明。
Internal Harness instruction source for auto-paper. Route through visible Harness aliases instead of invoking directly.
中文简介正在准备中。当前显示原文说明。
Internal Harness instruction source for auto-paper-argument. Route through visible Harness aliases instead of invoking directly.
中文简介正在准备中。当前显示原文说明。
Internal Harness instruction source for auto-paper-citation. Route through visible Harness aliases instead of invoking directly.
中文简介正在准备中。当前显示原文说明。
Internal Harness instruction source for auto-paper-data. Route through visible Harness aliases instead of invoking directly.
中文简介正在准备中。当前显示原文说明。
Internal Harness instruction source for auto-paper-figure. Route through visible Harness aliases instead of invoking directly.
中文简介正在准备中。当前显示原文说明。