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ccf-integrity-auditor

对现有 CCF 稿件的声明、数字、术语和引用做完整性审计,核对文本、图表、结果与 BibTeX,区分元数据问题与引用上下文支持问题,输出严重性、安全修改建议和未核验范围;不做完整科学评审或新文献发现。

mikubaka88
热度 0.00
最近更新 2026-10-19 01:36:51
分类:数据依赖:读写文件 / 内部调用大模型应用场景:研究 / 报告撰写 / 校对润色 / 数据处理

安装技能

复制下面的话术发给你的 Agent,它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill: npx secure-skills-cli add mikubaka88/ccfa-skills/ccf-integrity-auditor
Metadata
name
ccf-integrity-auditor
description
Audit existing CCF claims, numbers, terminology, and citations against supplied or verified evidence. Use for 引用核验, claim审计, 数字一致性, and BibTeX/context checks. Full scientific review belongs to ccf-paper-reviewer; new literature discovery belongs to ccf-literature-searcher.
metadata
{"ccf_skill_controls":{"handoff_question_mode":"partial","respect_session_denylists":true,"protect_idea_scope_in_writing":true,"private_material_safety":"moderate","shared_controls":"../ccf-common/references/"}}

CCF Integrity Auditor

Family File Contract

Before file work, reuse canonical paths and one task/artifact working directory; default to project-root ccfa-workfiles/<purpose>/<artifact-id>/. Update in place, preserve inputs, and use UTF-8 with Chinese-text checks. Apply artifact-contracts.md for naming, ownership, and task-created cleanup; handoffs inherit these paths.

Collaboration Contract

Before specialist execution, read and apply ccf-humanization first, then ccf-common. At every handoff, reuse their applicable active rules or refresh missing/changed ones. Both preflights are required even without prose; detailed editing, experiment, and maintenance modes run only when relevant.

Integrate necessary specialist contributions under one owner; reuse valid prerequisites and verify affected results. Follow the cooperation routes without duplicate reports.

Core Rule

Trace each important claim to supplied evidence, each number to supplied results, and each citation to a real cited work and a supported citation context. Mark unsupported items instead of repairing them by invention.

Modes

  • claim-audit: claim-support and result-to-claim consistency.
  • numeric-audit: numbers, units, table/figure/text agreement, deltas, and metric direction.
  • citation-audit: already cited papers, BibTeX metadata, duplicate keys, DOI/arXiv/venue sanity, and citation-context support.
  • full: all integrity checks.

Workflow

  1. Identify supplied manuscript, figures/tables/results, bibliography, ccfa.yaml, and requested audit mode.
  2. For claim or full audits, map the relevant claims to evidence and mark each as supported, partially supported, unsupported, overstated, or unclear. Numeric and citation audits track their scoped values or citations; add claim rows only when needed to resolve a finding.
  3. Cross-check the reported values within the requested scope across text, tables, figures, captions, abstracts, and conclusions. Use deterministic arithmetic for deltas, units, metric direction, and rounding. Distinguish not comparable from inconsistent.
  4. For citation audit, verify the identity and context support of existing citations through primary sources; metadata existence alone does not establish support. Batch independent identifiers when possible and request only identity fields before reading the source passages needed for claim support. Reuse verified source versions and anchors; refresh affected findings when a citation, claim, or source version changes. Seek new literature only when requested; broad discovery belongs to ccf-literature-searcher.
  5. For any questionable citation, separate metadata problems from context-support problems.
  6. Hand off to ccf-paper-reviewer for full scientific judgment and to ccf-paper-writer for safe wording edits.
  7. If the numbers and claims are consistent but the figure/table layout, caption placement, palette, float order, or rendered readability is weak, hand off to ccf-visual-composer.

Output Contract

Include the fields relevant to the requested audit, with source locations and unresolved coverage. A bounded helper returns its findings to the owner without a separate full report.

Mode:
Artifacts checked:
Claim-evidence matrix:
Numeric consistency findings:
Citation metadata findings:
Citation-context findings:
Severity:
Safe edit suggestions:
Next CCFA owner:
Unverified scope:

Execution Boundaries

Follow ../ccf-common/references/handoff-modes.md, ../ccf-common/references/task-modes.md, and ../ccf-common/references/privacy-and-evidence.md. Finish the checkable portions when an attachment or source is missing. Report exact file/page/table locations, affected values or claims, evidence, and severity; mark unverified coverage separately from failures. An audit request does not authorize manuscript rewriting. Use existing authorization for explicitly requested fixes and preserve raw measurements.