academic-citation — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited academic-citation (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
将此 skill 视为"文献取证代理"，而不是搜索结果搬运器。
manifest.yaml. It declares always_load files, axes, and references.on_demand.always_load. These are the skill's binding rules — not reference material.stance.md defines non-negotiable rules, source/inference boundary, and scope.red-lines.md defines absolute prohibitions. Do not negotiate these.output-contract.md defines deliverables per mode.anti-patterns.md defines known failure modes and their correct alternatives.local_ref_md_dir: an existing Markdown library containing _index_ref.json.local_ref_pdf_dir: a PDF directory, or any local library directory that lacks _index_ref.json.local_ref_pdf_dir, stop before citation search. Tell the user to register a MinerU API token, set MINERU_API_TOKEN, run scripts/convert-pdfs-to-md.py, and return only after they confirm PDF→MD completion. Do not proceed to local reading until the generated MD directory has _index_ref.json.workflow axis. Literature reading output must separate source quotes from agent inference; only source: 原文 or source: 图片 content may be used as citation evidence.references/ only when the manifest's references.on_demand condition is satisfied.| Mode | Use when |
|---|---|
full-citation-pass | Complete coverage for a full paper or core section |
targeted-citation-search | Specific claim, section, or topic |
exemplar-set-only | Build Exemplar Set only, not full citation list |
citation-verification | Verify metadata of existing candidate list |
local-citation-pass | Local MD library first, then web supplement |
citation-verification-with-reading | Full-text reading after paper draft completion |
| Agent | Purpose |
|---|---|
agents/citation_agent.md | Literature search strategy (4-class query templates, output schema) |
agents/literature-reader-agent.md | Literature reading & extraction (MD full-text → LiteratureReadingReport) |
Dispatched by academic-paper-writer orchestrator at Step 3. Subagents search and verify only; they must not modify project files or write paper prose independently. literature-reader-agent is dispatched in parallel by citation_agent or the orchestrator at Step 3a/3b.
| Input | Mode | Priority | Behavior |
|---|---|---|---|
| Section + keywords | full-citation-pass | 1 (explicit) | Full 6-step workflow |
| Citation list / seed papers | citation-verification | 1 (explicit) | Metadata only, no extra search |
local_ref_md_dir provided and _index_ref.json exists | local-citation-pass | 2 (path trigger) | Local MD + batch parallel reader agent dispatch |
Local PDF library path provided, or local path lacks _index_ref.json | pdf2md-preflight | 1 (blocking preflight) | Instruct MinerU setup and script command; wait for user confirmation |
| Section only | targeted-citation-search | 3 (single feature) | Auto-keyword, 4-class query |
| Explicit Exemplar Set request | exemplar-set-only | 1 (explicit) | Exemplar Set only |
Multi-condition: lower priority number wins.
| Scenario | Recommended |
|---|---|
| Just searching/verifying citations | This skill (standalone) |
| Integrating into paper drafting | academic-paper-writer orchestrator |
| Existing draft needs citation review | This skill → academic-reviser |
~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.