一键导入
auto-paper-harden
Internal Harness instruction source for auto-paper-harden. Route through visible Harness aliases or hook contracts instead of invoking directly.
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。
菜单
Internal Harness instruction source for auto-paper-harden. Route through visible Harness aliases or hook contracts instead of invoking directly.
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
Internal Harness instruction source for auto-iterate-goal. Route through visible Harness aliases or hook contracts instead of invoking directly.
Internal Harness instruction source for auto-paper. Route through visible Harness aliases or hook contracts instead of invoking directly.
Internal Harness instruction source for evaluate. Route through visible Harness aliases or hook contracts instead of invoking directly.
Internal Harness instruction source for iterate. Route through visible Harness aliases or hook contracts instead of invoking directly.
Internal Harness instruction source for orchestrator. Route through visible Harness aliases or hook contracts instead of invoking directly.
Visible Harness write entry. Use for manuscript writing, citation-supported paper work, final documentation, README hardening, and GitHub Pages preparation.
| name | auto-paper-harden |
| description | Internal Harness instruction source for auto-paper-harden. Route through visible Harness aliases or hook contracts instead of invoking directly. |
Audit manuscript readiness. Do not do large rewrites in harden; route failures to the owning phase.
../../../.agents/references/research-supervision-patterns.md../../../.agents/references/research-supervision/pre-submission-review.md../../../.agents/references/research-supervision/scientific-plotting.mddocs/30_evidence/Experiment_Evidence_Index.{json,md} when paper claims use
experiment evidenceArtifact completeness checks required files, non-empty content, identifiers, and cross-references.
Logic transfer compares original_logic_map.md,
writing_rationale_matrix.md, and revised TeX to detect lost logic or shallow
substitution.
Claim support checks every claim against author evidence or
citation_support_bank.md, including over-strong verbs and missing
boundaries.
For blogs, reviews, surveys, and tutorials, citation audit must fail or route back when named literature, clinical, economic, benchmark, dataset, or method claims appear without citation support rows. A disclosure such as "source PDF was not verified" is acceptable only as a boundary, not as a replacement for a verified-reference plan.
Figure audit checks figure_requirement_scan.md, figure_contract.md,
caption_claim_map.md, and existing figure references. If the source material
asks for figures/tables but no figure contract exists, route to
REWORK_LAYOUT or $auto-paper-figure instead of declaring COMPLETE.
LaTeX and compile audit runs the static guard and configured compile command when available.
Reviewer-risk audit covers motivation, novelty, evidence, baseline fairness, method clarity, result interpretation, limitations, reproducibility, ethics/data statements, and template compliance. Also run the five-dimension pre-submission lens: macro logic, writing detail, grammar/wording, format, and figure quality.
If a claim is blocked by missing or weak experiment evidence, write a concrete
request to run_request_register.{json,md} and return RUN_REQUEST. The
request must identify the blocking claim, needed evidence, experiment type,
minimum run artifacts, suggested $run prompt, and acceptance check. Do not
silently weaken or remove a central claim unless the operator approves that
tradeoff.
Use a strict analysis bar: if seed counts, raw metrics, statistical comparisons, figure provenance, or comparison units are missing, mark the claim as insufficiently supported and request the missing evidence instead of polishing it into manuscript prose.
Use deterministic scripts where possible:
.agents/skills/auto-paper/scripts/artifact_check.py.agents/skills/auto-paper/scripts/integrity_audit.py.agents/skills/auto-paper/scripts/citation_bank_check.py.agents/skills/auto-paper/scripts/claim_register_check.py.agents/skills/auto-paper/scripts/figure_requirement_scan.py.agents/skills/auto-paper/scripts/revision_audit.py.agents/skills/auto-paper/scripts/style_metrics.py.agents/skills/auto-paper/scripts/latex_guard.pyWrite:
audit_report.mdcompile_report.mdcitation_audit_report.mdrevision_audit_report.mdlogic_transfer_audit.mdfinal_gate_ledger.mdrun_request_register.{json,md} when $run needs to supply missing evidenceFinal decision must be one of COMPLETE, RUN_REQUEST, USER_GATE,
REWORK_RESEARCH, REWORK_ARGUMENT, REWORK_CITATION, REWORK_LAYOUT,
REWORK_PATCH, or ABORT.