{"slug":"wanshuiyin-citation-audit","name":"citation-audit","description":"Zero-context verification that every bibliographic entry in the paper is real, correctly attributed, and used in a context the cited paper actually supports — catching hallucinated authors, wrong years, fabricated venues, version mismatches, and wrong-context citations. Use when user says \\\"审查引用\\\", \\\"check citations\\\", \\\"citation audit\\\", \\\"verify references\\\", \\\"引用核对\\\", or before submission to ensure bibliography integrity.","long_description":"---\nname: citation-audit\ndescription: \"Zero-context verification that every bibliographic entry in the paper is real, correctly attributed, and used in a context the cited paper actually supports — catching hallucinated authors, wrong years, fabricated venues, version mismatches, and wrong-context citations. Use when user says \\\"审查引用\\\", \\\"check citations\\\", \\\"citation audit\\\", \\\"verify references\\\", \\\"引用核对\\\", or before submission to ensure bibliography integrity.\"\nargument-hint: \"[paper-directory-or-bib-file] [--uncited] [— soft-only]\"\nallowed-tools: Bash(*), Read, Grep, Glob, Edit, Write, mcp__codex__codex, WebSearch, WebFetch\n---\n\n# Citation Audit\n\n> 🔒 **Do not wrap this skill in `/loop`, `/schedule`, or `CronCreate`.** It is\n> verdict-bearing — it judges bibliographic correctness. Re-running that verdict\n> on a timer adds no new signal (it changes only when the *bibliography*\n> changes). Schedule the *external wait that precedes it* — bibliography\n> finalized → then audit **once**. See\n> [`shared-references/external-cadence.md`](../shared-references/external-cadence.md).\n\nVerify every `\\cite{...}` in a paper against three independent layers:\n\n1. **Existence** — the cited paper actually exists at the claimed arXiv ID / DOI / venue.\n2. **Metadata correctness** — author names, year, venue, and title match canonical sources (DBLP, arXiv, ACL Anthology, Nature, OpenReview, etc.).\n3. **Context appropriateness** — the cited paper actually supports the claim it is being used to support in the manuscript.\n\nThis skill is the fourth layer of \\aris{}'s evidence-and-claim assurance, complementing `experiment-audit` (code), `result-to-claim` (science verdict), and `paper-claim-audit` (numerical claims). Together they form a bottom-up integrity stack from raw evaluation code to manuscript bibliography.\n\n## When to Use This Skill\n\n**Run before submission.** The right gating point is:\n- After `paper-write` has produced the LaTeX draft and bib file\n- After `paper-claim-audit` has verified numerical claims\n- Before final `paper-compile` for submission\n\n**Do not** run this on a half-written draft — most of the work is in cross-checking each `\\cite` against context, which is wasted on placeholder text.\n\n## What This Skill Catches\n\nThe dangerous citation problems are **not** wildly fake citations — those are easy to spot. The dangerous ones are:\n\n- **Wrong-context citations**: real paper, but the cited claim is not what that paper actually establishes (e.g., citing Self-Refine to support \"self-feedback produces correlated errors\" — Self-Refine actually argues the opposite).\n- **Author hallucinations**: anonymous-author placeholders that slipped through, missing co-authors, wrong order.\n- **Title drift**: arXiv v1 vs v3 with different titles silently merged.\n- **Venue confusion**: arXiv preprint cited but the official venue is now CVPR/ICML/NeurIPS — using the wrong record.\n- **Year mismatch**: arXiv 2023 preprint with 2024 conference acceptance, year reported inconsistently.\n- **Phantom DOIs**: DOI looks real but does not resolve.\n- **Self-citation drift**: your own prior work cited with year off by one.\n\n## Constants\n\n- **REVIEWER_MODEL = `gpt-5.6-sol`** — Used via Codex MCP. Default for cross-model review with web access.\n- **CONTEXT_POLICY = `fresh`** — Each audit run uses a new reviewer thread (REVIEWER_BIAS_GUARD). Never `codex-reply`.\n- **WEB_SEARCH = required** — The reviewer must perform real web/DBLP/arXiv lookups, not pattern-match from memory.\n- **OUTPUT = `CITATION_AUDIT.md`** — Human-readable per-entry verdict report.\n- **STATE = `CITATION_AUDIT.json`** — Machine-readable verdict ledger consumable by downstream tools.\n- **SOFT_ONLY = `false`** — When true (set via `— soft-only` / `— soft_only` flag), the audit runs all three layers normally but **forbids any `.bib` file mutation**. Findings that would otherwise mutate the bib (FIX / REPLACE / REMOVE) are translated into per-occurrence sentence-rewrite proposals against the citing `*.tex` files. Used by `/resubmit-pipeline` Phase 1 to honor the user's hard \"freeze the bib\" constraint.\n- **RENDER_HTML = true** — When `true` (default), auto-render `CITATION_AUDIT.md` to HTML after writing the report. Uses **full Codex review gate** (audit-class artifact — render-fidelity check matches the skill's cross-model audit invariant). Set `false` to skip, or pass `— render html: false`.\n\n## Workflow\n\n### Step 1: Discover bib file and section files\n\nLocate:\n- `references.bib` (or `paper.bib` / similar) under the paper directory\n- All `*.tex` files containing `\\cite{...}` calls (typically `sec/` or `sections/`)\n\nIf multiple bib files exist, audit each separately.\n\n### Step 2: Extract all (cite-key, context) pairs\n\nFor each `\\cite{key1,key2,...}` invocation in the paper:\n- Record the cite key\n- Record the file + line number\n- Record the surrounding sentence (≥ 1 full sentence around the cite, for context check)\n\nOutput a flat list of `(key, file, line, surrounding_sentence)` tuples.\n\nAlso build the inverse: for each bib entry, the list of all places it is cited.\n\nDefine two protocol sets used throughout the rest of the workflow: `cited_keys` is the set of unique cite keys appearing in any `\\cite{...}` invocation across the audited `*.tex` files (de-duplicated), and `bib_keys` is the set of keys parsed from the audited bib file(s). `cited_keys` drives Step 3 (audit only cited entries); `bib_keys \\ cited_keys` is the uncited residual surfaced by the `--uncited` opt-in.\n\nIf the user passed `--uncited`, also compute the set difference `bib_keys \\ cited_keys` here and stash it for use in Steps 5 and the JSON aggregation; see \"Uncited Entry Detection (opt-in)\" below for the protocol. The set-diff is a string operation only and does not consume reviewer budget.\n\nSave the extracted contexts to `paper/.aris/citation-audit/contexts.txt` so the reviewer can read it directly. Use the paper-dir-relative path `.aris/citation-audit/contexts.txt` when recording the file in `audited_input_hashes`; do not stage under `/tmp` or other transient locations that the verifier cannot rehash later.\n\n### Step 3: Send each entry to fresh cross-model reviewer\n\nFor each **cited** bib entry — i.e., each key in `cited_keys` with at least one extracted citation context — invoke `mcp__codex__codex` (NOT `codex-reply` — fresh thread per entry, or batch with explicit per-entry isolation). Do **not** send entries in `bib_keys \\ cited_keys` to the reviewer; those are detect-only and surface only when `--uncited` is explicitly enabled (see \"Uncited Entry Detection\" below).\n\n```\nmcp__codex__codex:\n  model: gpt-5.6-sol\n  config: {\"model_reasoning_effort\": \"xhigh\"}\n  sandbox: read-only\n  prompt: |\n    You are auditing a bibliographic entry. Use web/DBLP/arXiv search.\n\n    ## Bib entry\n    @article{key2024example,\n      author = {...}, title = {...}, journal = {...}, year = {...}, ...\n    }\n\n    ## Where this entry is cited in the paper\n    [paste extracted contexts]\n\n    For this entry, verify:\n    1. EXISTENCE: does this paper exist at the claimed arXiv ID / DOI / venue?\n       Output: YES / NO / UNCERTAIN, with the verifying URL.\n    2. METADATA: are author names, year, venue, title correct?\n       For each, output: correct / wrong: should be ... / typo: ...\n    3. CONTEXT: for each use, does the cited paper actually support the surrounding claim?\n       Output per-use: SUPPORTS / WEAK / WRONG, with one-sentence reasoning.\n\n    VERDICT: KEEP / FIX / REPLACE / REMOVE\n    - KEEP: entry is clean, all uses are appropriate\n    - FIX: metadata needs correction; uses are appropriate\n    - REPLACE: cite is wrong-context, find a different paper that actually supports the claim\n    - REMOVE: entry is hallucinated or unsupportable\n\n    Be honest. If you cannot verify online, say UNCERTAIN; do not guess.\n```\n\nSave the response to `.aris/traces/citation-audit/<date>_runNN/<key>.md` per the review-tracing protocol.\n\n### Step 4: Aggregate verdicts\n\nBuild `CITATION_AUDIT.json` following the schema defined in **\"Submission\nArtifact Emission\"** below (single authoritative schema for this file).\nPer-entry ledger data goes under `details.per_entry`, not under a\ntop-level `entries` field. The top-level `verdict` is a single overall\nvalue (PASS / WARN / FAIL / NOT_APPLICABLE / BLOCKED / ERROR) derived\nfrom per-entry verdicts per the decision table in \"Submission Artifact\nEmission\"; the top-level `summary` is a one-line human-readable string.\n\nConcretely, `details` carries the per-entry ledger:\n\n```json\n\"details\": {\n  \"total_entries\": 29,\n  \"counts\": { \"KEEP\": 11, \"FIX\": 14, \"REPLACE\": 3, \"REMOVE\": 1 },\n  \"per_entry\": [\n    {\n      \"key\": \"lu2024aiscientist\",\n      \"verdict\": \"KEEP\",\n      \"axis_failures\": [],\n      \"uses\": [\n        {\"file\": \"sections/1.intro.tex\", \"line\": 11, \"verdict\": \"SUPPORTS\"},\n        {\"file\": \"sections/6.related.tex\", \"line\": 8, \"verdict\": \"SUPPORTS\"}\n      ]\n    },\n    {\n      \"key\": \"madaan2023selfrefine\",\n      \"verdict\": \"FIX\",\n      \"axis_failures\": [\"CONTEXT\"],\n      \"uses\": [\n        {\"file\": \"sections/2.overview.tex\", \"line\": 42, \"verdict\": \"WRONG\",\n         \"note\": \"Self-Refine demonstrates iterative improvement, not correlated errors\"},\n        {\"file\": \"sections/6.related.tex\", \"line\": 13, \"verdict\": \"SUPPORTS\"}\n      ]\n    }\n  ]\n}\n```\n\nSee \"Submission Artifact Emission\" for the full artifact (top-level\nfields `audit_skill`, `verdict`, `reason_code`, `summary`,\n`audited_input_hashes`, `trace_path`, `thread_id`, `reviewer_model`,\n`reviewer_reasoning`, `generated_at`, `details`).\n\n### Step 5: Generate human-readable report\n\nWrite `CITATION_AUDIT.md`:\n\n```markdown\n# Citation Audit Report\n\n**Date**: 2026-04-19\n**Bib file(s)**: references.bib\n**Total entries**: 29\n\n## Summary\n| Verdict | Count |\n|---------|------|\n| KEEP    | 11   |\n| FIX     | 14   |\n| REPLACE | 3    |\n| REMOVE  | 1    |\n\n## Priority Fixes (CRITICAL — apply before submission)\n\n### REMOVE: anon2025placeholder\n- Author listed as \"Anonymous\" — canonical record exists with real authors and full title\n- Title is incomplete\n- ACTION: Replace key with the canonical citekey, update authors and title\n\n### REPLACE-CONTEXT: example2023priorwork in sec/2.overview.tex:42\n- Cited to support a specific technical claim\n- The cited paper actually demonstrates a different (related but distinct) phenomenon\n- ACTION: Rewrite the sentence; cite the prior work for what it actually establishes\n\n[... continues for each entry ...]\n\n## All-Clean Entries (no action needed)\n\n[list of KEEP keys]\n```\n\nWhen `--uncited` is set, append the following section after \"All-Clean Entries\":\n\n```markdown\n## Uncited Entries (opt-in)\n\nThe following bib entries are present in the audited bib file(s) but are not referenced by any `\\cite{...}` in the paper body:\n\n- `author2010example` — suggestion: prune (uncited; no local evidence of intent)\n- `someone2015othercite` — suggestion: prune (uncited; no local evidence of intent)\n- `third2024todo` — suggestion: check (a `% TODO: cite third2024todo` comment was found in `sections/3.related.tex`)\n\nThis section is detect-only; it does not change the top-level verdict.\n```\n\n### Step 6: Apply fixes (interactive)\n\nFor each FIX/REPLACE/REMOVE verdict, prompt the user:\n\n```\nFix [key]?\n  Change: <description of change>\n  Files affected: references.bib + sec/X.tex:Y\n[Apply / Skip / Defer]\n```\n\nIf `AUTO_APPLY = true`, apply all FIX-level changes (metadata corrections only). REPLACE and REMOVE always require human approval — they involve content changes.\n\n### Step 7: Recompile and verify\n\n```bash\nlatexmk -C && latexmk -pdf -interaction=nonstopmode main.tex\n```\n\nConfirm:\n- No new `Citation undefined` warnings\n- No `Reference undefined` warnings\n- Page count unchanged or only minimally affected by metadata fixes\n\n## Uncited Entry Detection (opt-in)\n\n**Default**: disabled. Existing users see no behavior change — only `\\cite{...}` keys are audited, and bib entries with no `\\cite` reference in the manuscript are silent","tagline":"Zero-context verification that every bibliographic entry in the paper is real, correctly attributed, and used in a context the cited paper actually supports — catching hallucinated authors, wrong years, fabricated venues, version mismatches, and wrong-context citations. Use when ","category":"security","tags":["agent-skill"],"author":"wanshuiyin","verified":false,"attribution":{"status":"registry_indexed","statusLabel":"Registry indexed","shortLabel":"REGISTRY INDEXED","sourceLabel":"github fast track","sourceDetail":"wanshuiyin/Auto-claude-code-research-in-sleep","creatorName":"wanshuiyin","creatorUrl":"https://github.com/wanshuiyin","sourceUrl":"https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/main/skills/citation-audit","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/wanshuiyin-citation-audit#claim-this-skill","claimCta":"Claim this skill","trustNote":"This listing was indexed from public sources and is not marked official until a maintainer claim is approved.","publicNote":"Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals."},"stats":{"stars":15641,"forks":1362,"verified_installs":0,"successful_runs":0,"total_outcomes":0,"rating":0,"review_count":0,"quality_score":52.46},"quality":{"score":89,"tier":"excellent","label":"Excellent","summary":"High-confidence pick with strong adoption and healthy maintenance signals.","signals":[{"label":"GitHub stars","value":"16K","tone":"positive"},{"label":"Freshness","value":"13d ago","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"MIT","tone":"neutral"}],"warnings":[]},"trust":{"version":"trust-score-v5","score":76,"base_score":84,"outcome_confidence":0,"tier":"strong","label":"Review then install","summary":"Good shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.","recommendedAction":"Use as the primary candidate after human or sandbox 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wanshuiyin/Auto-claude-code-research-in-sleep --skill citation-audit"},{"id":"install_safety","label":"Install command safety","score":92,"weight":0.1,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":50,"weight":0.07,"status":"warn","detail":"shell or command execution, filesystem or document access"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/main/skills/citation-audit"},{"id":"review_status","label":"Review status","score":88,"weight":0.05,"status":"pass","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":54,"weight":0.13,"status":"info","detail":"No agent outcome data yet"}],"checks":[{"status":"pass","label":"GitHub adoption","detail":"16K GitHub stars"},{"status":"pass","label":"Stars/forks activity","detail":"16K stars, 1.4K 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install."]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Permission surface: shell or command execution, filesystem or document access"]},"outcomeEvidence":{"total":0,"successes":0,"failures":0,"notRelevant":0,"successRate":null,"installAttempts":0,"riskBlocked":0,"setupRequired":0,"installSuccessRate":null,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":null,"recentFailureRate":null,"uniqueAgents":0,"agentProvenScore":0,"agentProvenLabel":"Needs first agent run","lastOutcomeAt":null,"label":"No agent outcome data yet"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Ask for approval or run a sandbox-only trial before installing."},"outcome_loop":{"version":"openagentskill-agent-outcome-v4","required_after_install":true,"endpoint":"/api/agent/outcome","method":"POST","event_id_source":"feedback.event_id, install_receipt.resolve_event_id, or decision_packet.outcome_feedback.event_id","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"required_fields":["event_id","skill_slug","task"],"quality_fields":["task_success","output_quality","error_type","human_review_required","used_in_production","workspace","evidence_url","time_to_useful_ms","source_version"],"ranking_inputs_updated":["Trust Score v5 outcome confidence","Agent Proven Score","Resolve ranking task-fit evidence","Skill detail machine-readable metadata","Outcome leaderboard"]},"agent_contract":{"suited_tasks":["security","agent-skill"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"install_command":"npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill citation-audit","trust_score":76,"trust_version":"trust-score-v5","risk_level":"medium","do_not_use_when":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"before_install":["Read the audit page and machine-readable metadata.","Confirm the install command, license, and permission surface fit the workspace.","Get explicit human approval or choose an alternative before installing."],"after_run":["Report the outcome to /api/agent/outcome using the resolve event id.","Include output_quality, workspace, human_review_required, and evidence_url when available.","Re-resolve before broad production rollout."]},"bestFor":["security","agent-skill"],"doNotUseFor":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"knownRisks":["Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Permission surface: shell or command execution, filesystem or document access"],"backward_compatible":{"trust_score_v4":{"version":"trust-score-v4","score":84,"tier":"strong","label":"Strong shortlist","summary":"Good trust signals with a few areas worth checking before rollout."}}},"trust_score_v4":{"version":"trust-score-v4","score":84,"tier":"strong","label":"Strong shortlist","summary":"Good trust signals with a few areas worth checking before rollout.","recommendedAction":"Test in a sandbox workflow and compare its install path with close alternatives.","dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":100,"weight":0.13,"status":"pass","detail":"16K GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":97,"weight":0.08,"status":"pass","detail":"16K stars, 1.4K forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":100,"weight":0.14,"status":"pass","detail":"13d since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"MIT"},{"id":"documentation","label":"README/SKILL.md completeness","score":86,"weight":0.14,"status":"pass","detail":"Metadata includes enough usage and workflow context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":72,"weight":0.12,"status":"info","detail":"command execution surface"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill citation-audit"},{"id":"install_safety","label":"Install command safety","score":92,"weight":0.1,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":50,"weight":0.07,"status":"warn","detail":"shell or command execution, filesystem or document access"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/main/skills/citation-audit"},{"id":"review_status","label":"Review status","score":88,"weight":0.05,"status":"pass","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":54,"weight":0.13,"status":"info","detail":"No agent outcome data yet"}],"checks":[{"status":"pass","label":"GitHub adoption","detail":"16K GitHub stars"},{"status":"pass","label":"Stars/forks activity","detail":"16K stars, 1.4K forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"13d since push"},{"status":"pass","label":"License clarity","detail":"MIT"},{"status":"pass","label":"README/SKILL.md completeness","detail":"Metadata includes enough usage and workflow context"},{"status":"info","label":"Dependency/runtime risk","detail":"command execution surface"},{"status":"pass","label":"Install availability","detail":"npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill citation-audit"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"warn","label":"Permission surface","detail":"shell or command execution, filesystem or document access"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/main/skills/citation-audit"},{"status":"pass","label":"Review status","detail":"AI review data available"},{"status":"info","label":"Agent Proven outcomes","detail":"No agent outcome data yet"},{"status":"warn","label":"Ownership","detail":"No approved owner claim yet"},{"status":"pass","label":"OpenAgentSkill usage","detail":"1 views, 0 install copies"},{"status":"info","label":"Agent outcomes","detail":"No agent outcome data yet"}],"strengths":["AI review approved","Install path is available","Repository evidence is available","Recently maintained repository","Large GitHub adoption signal","Install command has no obvious high-risk pattern"],"warnings":["Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Permission surface: shell or command execution, filesystem or document access"],"evidence":{"stars":"16K GitHub stars","repoActivity":"16K stars, 1.4K forks","lastPushed":"13d since push","license":"MIT","repository":"https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/main/skills/citation-audit","install":"npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill citation-audit","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution, filesystem or document access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"installReadiness":{"ready":true,"command":"npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill citation-audit","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","13d since push"]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Permission surface: shell or command execution, filesystem or document access"]},"outcomeEvidence":{"total":0,"successes":0,"failures":0,"notRelevant":0,"successRate":null,"installAttempts":0,"riskBlocked":0,"setupRequired":0,"installSuccessRate":null,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":null,"recentFailureRate":null,"uniqueAgents":0,"agentProvenScore":0,"agentProvenLabel":"Needs first agent run","lastOutcomeAt":null,"label":"No agent outcome data yet"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Human review or sandbox validation is required before automatic installation."},"bestFor":["security","agent-skill"],"doNotUseFor":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"knownRisks":["Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Permission surface: shell or command execution, filesystem or document access"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"outcome_stats":null,"safety":{"score":52,"level":"avoid_auto_install","label":"Avoid automatic install","safety_tier":{"tier":"experimental","label":"Experimental","badge":"EXPERIMENTAL","summary":"Sparse or mixed signals. Useful for discovery, but not for autonomous installation.","recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","auto_install_policy":"review","reasons":["High-risk permission hints: Shell or command execution","52/100 agent safety score"]},"auto_install_allowed":false,"human_review_required":true,"blocked":false,"audit_risk":"needs_review","permission_hints":[{"id":"shell","label":"Shell or command execution","reason":"Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.","severity":"high"},{"id":"browser","label":"Browser automation","reason":"Skill may drive a browser or interact with web pages.","severity":"medium"},{"id":"network","label":"Network access","reason":"Skill likely fetches remote pages, APIs, repositories, or external services.","severity":"medium"},{"id":"filesystem","label":"Filesystem access","reason":"Skill may read or write project files, documents, generated artifacts, or local workspace state.","severity":"medium"},{"id":"database","label":"Database access","reason":"Skill may inspect schemas, query databases, or work with persistent stores.","severity":"medium"}],"policy_warnings":["High-risk permission hints: Shell or command execution","Permission surface may require sandboxing"],"constraints_applied":{"max_risk":"medium","needs_install_command":true,"min_stars":0}},"safety_gate":{"tier":"experimental","label":"Experimental","badge":"EXPERIMENTAL","auto_install_policy":"review","auto_install_allowed":false,"blocked":false,"human_review_required":true,"recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","reasons":["High-risk permission hints: Shell or command execution","52/100 agent safety score"]},"eval":{"version":"openagentskill-skill-eval-v1","status":"failed","score":79,"risk_level":"high","decision":{"recommendation":"do_not_auto_install","reason":"Permission surface: shell or command execution, filesystem or document access","auto_install_allowed":false,"policy":"block","human_review_required":true},"blockers":["Permission surface: shell or command execution, filesystem or document access"],"warnings":["Audit score: Needs review","Agent safety gate: Sparse or mixed signals. Useful for discovery, but not for autonomous installation.","High-risk permission hints: Shell or command execution","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Permission surface: shell or command execution, filesystem or document access"],"validation_plan":["Inspect repository, README/SKILL.md, license, and recent commits before production use.","Install in an isolated workspace or sandbox with no production secrets available.","Run the smallest representative task and record files touched, commands run, network access, and outputs.","Compare the selected skill against at least one alternative when the eval status is review or failed.","Promote only after the agent reports a successful verification result and unresolved warnings are accepted."],"checks":[{"id":"task_fit","label":"Task fit","status":"pass","score":84,"required_for_auto_install":true,"detail":"Task wording matches this skill metadata.","evidence":["Evaluate citation-audit before installing it in an agent workflow","security","Research agents workflows; Claude Code teams; teams that value GitHub adoption signals"]},{"id":"install_path","label":"Install path","status":"pass","score":92,"required_for_auto_install":true,"detail":"Install handoff is available.","evidence":["npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill citation-audit"]},{"id":"install_safety","label":"Install command safety","status":"pass","score":92,"required_for_auto_install":true,"detail":"standard package or runtime install path","evidence":["npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill citation-audit"]},{"id":"trust_score","label":"Trust score","status":"pass","score":84,"required_for_auto_install":true,"detail":"Good trust signals with a few areas worth checking before rollout.","evidence":["Strong shortlist","16K GitHub stars","MIT"]},{"id":"audit_score","label":"Audit score","status":"warn","score":88,"required_for_auto_install":true,"detail":"Needs review","evidence":["Permission surface may require sandboxing"]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"warn","score":52,"required_for_auto_install":true,"detail":"Sparse or mixed signals. Useful for discovery, but not for autonomous installation.","evidence":["Test manually in an isolated workspace and compare against safer alternatives.","High-risk permission hints: Shell or command execution"]},{"id":"readme_skillmd_completeness","label":"README/SKILL.md completeness","status":"pass","score":86,"required_for_auto_install":false,"detail":"Metadata includes enough usage and workflow context","evidence":["Strong README/SKILL.md context"]},{"id":"license_clarity","label":"License clarity","status":"pass","score":86,"required_for_auto_install":true,"detail":"MIT","evidence":["MIT"]},{"id":"recent_maintenance","label":"Recent maintenance","status":"pass","score":100,"required_for_auto_install":false,"detail":"13d since push","evidence":["13d since push"]},{"id":"permission_surface","label":"Permission surface","status":"fail","score":50,"required_for_auto_install":true,"detail":"shell or command execution, filesystem or document access","evidence":["Shell or command execution: high","Browser automation: medium","Network access: medium"]},{"id":"alternatives","label":"Alternatives available","status":"info","score":55,"required_for_auto_install":false,"detail":"No close alternatives were found in the current shortlist.","evidence":[]}],"endpoints":{"web":"https://www.openagentskill.com/skills/wanshuiyin-citation-audit/evals","api":"/api/agent/evals?slug=wanshuiyin-citation-audit","text":"/api/agent/evals?slug=wanshuiyin-citation-audit&format=text"}},"agent_readable_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"wanshuiyin-citation-audit","name":"citation-audit","description":"Zero-context verification that every bibliographic entry in the paper is real, correctly attributed, and used in a context the cited paper actually supports — catching hallucinated authors, wrong years, fabricated venues, version mismatches, and wrong-context citations. Use when user says \\\"审查引用\\\", \\\"check citations\\\", \\\"citation audit\\\", \\\"verify references\\\", \\\"引用核对\\\", or before submission to ensure bibliography integrity.","category":"security","url":"https://www.openagentskill.com/skills/wanshuiyin-citation-audit","repository":"https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/main/skills/citation-audit","github_repo":"wanshuiyin/Auto-claude-code-research-in-sleep"},"suited_tasks":["Research agents workflows","Claude Code teams","teams that value GitHub adoption signals","Search sources","Extract claims","Synthesize findings","Read uploaded files","Extract structured fields"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","OpenAI Agents","CLI"],"install":{"command":"npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill citation-audit","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add wanshuiyin-citation-audit"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"citation-audit\" agent skill from https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/main/skills/citation-audit. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Zero-context verification that every bibliographic entry in the paper is real, correctly attributed, and used in a context the cited paper actually supports — catching hallucinated authors, wrong years, fabricated venues, version mismatches, and wrong-context citations. Use when user says \\\"审查引用\\\", \\\"check citations\\\", \\\"citation audit\\\", \\\"verify references\\\", \\\"引用核对\\\", or before submission to ensure bibliography integrity. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"wanshuiyin-citation-audit\",\"task\":\"Install citation-audit\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"citation-audit\" as a Claude Code skill from https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/main/skills/citation-audit. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: Zero-context verification that every bibliographic entry in the paper is real, correctly attributed, and used in a context the cited paper actually supports — catching hallucinated authors, wrong years, fabricated venues, version mismatches, and wrong-context citations. Use when user says \\\"审查引用\\\", \\\"check citations\\\", \\\"citation audit\\\", \\\"verify references\\\", \\\"引用核对\\\", or before submission to ensure bibliography integrity. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"wanshuiyin-citation-audit\",\"task\":\"Install citation-audit\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"citation-audit\" from https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/main/skills/citation-audit into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: Zero-context verification that every bibliographic entry in the paper is real, correctly attributed, and used in a context the cited paper actually supports — catching hallucinated authors, wrong years, fabricated venues, version mismatches, and wrong-context citations. Use when user says \\\"审查引用\\\", \\\"check citations\\\", \\\"citation audit\\\", \\\"verify references\\\", \\\"引用核对\\\", or before submission to ensure bibliography integrity. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"wanshuiyin-citation-audit\",\"task\":\"Install citation-audit\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/wanshuiyin-citation-audit/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/wanshuiyin-citation-audit"},"trust":{"score":84,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"16K GitHub stars","repoActivity":"16K stars, 1.4K forks","lastPushed":"13d since push","license":"MIT","repository":"https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/main/skills/citation-audit","install":"npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill citation-audit","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution, filesystem or document access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["security","agent-skill"],"known_risks":["Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Permission surface: shell or command execution, filesystem or document access"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":88,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Permission surface: shell or command execution, filesystem or document access"]},"safety_gate":{"tier":"experimental","label":"Experimental","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Test manually in an isolated workspace and compare against safer alternatives."},"quality":{"score":89,"label":"Excellent"},"supply":{"track":"Research and knowledge work","scenario":"Research agents","maintenance":"13d since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No major risk signals from current metadata","High-risk permission hints: Shell or command execution","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Permission surface: shell or command execution, filesystem or document access"],"agent_contract":{"task_input":"Use citation-audit in an agent workflow","recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","install_policy":"review","minimum_review_before_use":["Trust: 84/100 Strong shortlist","Audit: 88/100 Needs review","Safety: 52/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"wanshuiyin-citation-audit (citation-audit)","install_command":"npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill citation-audit","risk_summary":"Needs review; Experimental; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"wanshuiyin-citation-audit","task":"Use citation-audit in an agent workflow","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/wanshuiyin-citation-audit","api":"https://www.openagentskill.com/api/agent/skills/wanshuiyin-citation-audit","audit":"https://www.openagentskill.com/skills/wanshuiyin-citation-audit/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=wanshuiyin-citation-audit&task=Use%20citation-audit%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20citation-audit%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20citation-audit%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/wanshuiyin-citation-audit/install","manifest":"https://www.openagentskill.com/api/registry/manifest/wanshuiyin-citation-audit"}},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"wanshuiyin-citation-audit","name":"citation-audit","description":"Zero-context verification that every bibliographic entry in the paper is real, correctly attributed, and used in a context the cited paper actually supports — catching hallucinated authors, wrong years, fabricated venues, version mismatches, and wrong-context citations. Use when user says \\\"审查引用\\\", \\\"check citations\\\", \\\"citation audit\\\", \\\"verify references\\\", \\\"引用核对\\\", or before submission to ensure bibliography integrity.","category":"security","url":"https://www.openagentskill.com/skills/wanshuiyin-citation-audit","repository":"https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/main/skills/citation-audit","github_repo":"wanshuiyin/Auto-claude-code-research-in-sleep"},"suited_tasks":["Research agents workflows","Claude Code teams","teams that value GitHub adoption signals","Search sources","Extract claims","Synthesize findings","Read uploaded files","Extract structured fields"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","OpenAI Agents","CLI"],"install":{"command":"npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill citation-audit","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add wanshuiyin-citation-audit"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"citation-audit\" agent skill from https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/main/skills/citation-audit. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Zero-context verification that every bibliographic entry in the paper is real, correctly attributed, and used in a context the cited paper actually supports — catching hallucinated authors, wrong years, fabricated venues, version mismatches, and wrong-context citations. Use when user says \\\"审查引用\\\", \\\"check citations\\\", \\\"citation audit\\\", \\\"verify references\\\", \\\"引用核对\\\", or before submission to ensure bibliography integrity. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"wanshuiyin-citation-audit\",\"task\":\"Install citation-audit\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"citation-audit\" as a Claude Code skill from https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/main/skills/citation-audit. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: Zero-context verification that every bibliographic entry in the paper is real, correctly attributed, and used in a context the cited paper actually supports — catching hallucinated authors, wrong years, fabricated venues, version mismatches, and wrong-context citations. Use when user says \\\"审查引用\\\", \\\"check citations\\\", \\\"citation audit\\\", \\\"verify references\\\", \\\"引用核对\\\", or before submission to ensure bibliography integrity. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"wanshuiyin-citation-audit\",\"task\":\"Install citation-audit\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"citation-audit\" from https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/main/skills/citation-audit into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: Zero-context verification that every bibliographic entry in the paper is real, correctly attributed, and used in a context the cited paper actually supports — catching hallucinated authors, wrong years, fabricated venues, version mismatches, and wrong-context citations. Use when user says \\\"审查引用\\\", \\\"check citations\\\", \\\"citation audit\\\", \\\"verify references\\\", \\\"引用核对\\\", or before submission to ensure bibliography integrity. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"wanshuiyin-citation-audit\",\"task\":\"Install citation-audit\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/wanshuiyin-citation-audit/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/wanshuiyin-citation-audit"},"trust":{"score":84,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"16K GitHub stars","repoActivity":"16K stars, 1.4K forks","lastPushed":"13d since push","license":"MIT","repository":"https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/main/skills/citation-audit","install":"npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill citation-audit","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution, filesystem or document access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["security","agent-skill"],"known_risks":["Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Permission surface: shell or command execution, filesystem or document access"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":88,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Permission surface: shell or command execution, filesystem or document access"]},"safety_gate":{"tier":"experimental","label":"Experimental","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Test manually in an isolated workspace and compare against safer alternatives."},"quality":{"score":89,"label":"Excellent"},"supply":{"track":"Research and knowledge work","scenario":"Research agents","maintenance":"13d since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No major risk signals from current metadata","High-risk permission hints: Shell or command execution","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Permission surface: shell or command execution, filesystem or document access"],"agent_contract":{"task_input":"Use citation-audit in an agent workflow","recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","install_policy":"review","minimum_review_before_use":["Trust: 84/100 Strong shortlist","Audit: 88/100 Needs review","Safety: 52/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"wanshuiyin-citation-audit (citation-audit)","install_command":"npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill citation-audit","risk_summary":"Needs review; Experimental; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"wanshuiyin-citation-audit","task":"Use citation-audit in an agent workflow","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/wanshuiyin-citation-audit","api":"https://www.openagentskill.com/api/agent/skills/wanshuiyin-citation-audit","audit":"https://www.openagentskill.com/skills/wanshuiyin-citation-audit/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=wanshuiyin-citation-audit&task=Use%20citation-audit%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20citation-audit%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20citation-audit%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/wanshuiyin-citation-audit/install","manifest":"https://www.openagentskill.com/api/registry/manifest/wanshuiyin-citation-audit"}},"supply_profile":{"track":{"slug":"research","label":"Research and knowledge work","shortLabel":"Research","description":"Deep research, source comparison, literature review, RAG, knowledge search, and reports."},"scenario":{"label":"Research agents","description":"I need my agent to research a topic, compare sources, and produce a concise report.","useCases":[{"slug":"research-agents","title":"Research agents"},{"slug":"document-processing","title":"Document processing"},{"slug":"content-automation","title":"Content automation"}]},"applicableAgents":["Claude Code","OpenAI Agents","CLI","Codex","Cursor"],"install":{"ready":true,"command":"npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill citation-audit","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":15641,"starsLabel":"16K","forks":1362,"license":"MIT","qualityScore":89,"trustScore":84,"auditScore":88},"maintenance":{"status":"fresh","label":"13d since push","daysSincePush":13,"lastPushedAt":"2026-08-26T09:30:40+00:00"},"risk":{"level":"needs_review","label":"Needs review","requiresReview":true,"notes":["Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Permission surface: shell or command execution, filesystem or document access","Needs review"]},"coverageTags":["Research","Research agents","security","agent-skill"]},"audit":{"audit_score":88,"risk_level":"needs_review","risk_label":"Needs review","quality_score":89,"trust_score":84,"maintenance_score":100,"security_score":83,"install_score":92,"warnings":["Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Permission surface: shell or command execution, filesystem or document access"]},"quality_signals":{"model":"v2","star_score":29.36,"usage_score":0,"review_score":5.1,"metadata_score":3,"freshness_score":15},"platforms":["Claude Code","OpenAI Agents"],"use_cases":[{"slug":"research-agents","title":"Research agents","url":"https://www.openagentskill.com/use-cases/research-agents"},{"slug":"document-processing","title":"Document processing","url":"https://www.openagentskill.com/use-cases/document-processing"},{"slug":"content-automation","title":"Content automation","url":"https://www.openagentskill.com/use-cases/content-automation"},{"slug":"workflow-automation","title":"Workflow automation","url":"https://www.openagentskill.com/use-cases/workflow-automation"}],"stacks":[{"slug":"research-report-agent","title":"Research report agent","url":"https://www.openagentskill.com/collections/research-report-agent"},{"slug":"web-data-pipeline","title":"Web data pipeline","url":"https://www.openagentskill.com/collections/web-data-pipeline"},{"slug":"content-growth-agent","title":"Content growth agent","url":"https://www.openagentskill.com/collections/content-growth-agent"}],"install":"npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill citation-audit","install_targets":[{"id":"openagentskill-cli","label":"CLI","title":"OpenAgentSkill CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add wanshuiyin-citation-audit","description":"Resolve policy, run the source installer safely, and report a verified install receipt.","copyLabel":"Copy command"},{"id":"codex","label":"Codex","title":"Codex install prompt","kind":"agent-prompt","value":"Install the \"citation-audit\" agent skill from https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/main/skills/citation-audit. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Zero-context verification that every bibliographic entry in the paper is real, correctly attributed, and used in a context the cited paper actually supports — catching hallucinated authors, wrong years, fabricated venues, version mismatches, and wrong-context citations. Use when user says \\\"审查引用\\\", \\\"check citations\\\", \\\"citation audit\\\", \\\"verify references\\\", \\\"引用核对\\\", or before submission to ensure bibliography integrity. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"wanshuiyin-citation-audit\",\"task\":\"Install citation-audit\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Give Codex a repo-aware install prompt when the skill is not available through a local CLI.","copyLabel":"Copy prompt"},{"id":"claude-code","label":"Claude Code","title":"Claude Code skill prompt","kind":"agent-prompt","value":"Add \"citation-audit\" as a Claude Code skill from https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/main/skills/citation-audit. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: Zero-context verification that every bibliographic entry in the paper is real, correctly attributed, and used in a context the cited paper actually supports — catching hallucinated authors, wrong years, fabricated venues, version mismatches, and wrong-context citations. Use when user says \\\"审查引用\\\", \\\"check citations\\\", \\\"citation audit\\\", \\\"verify references\\\", \\\"引用核对\\\", or before submission to ensure bibliography integrity. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"wanshuiyin-citation-audit\",\"task\":\"Install citation-audit\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this prompt to ask Claude Code to add the skill and explain the local activation steps.","copyLabel":"Copy prompt"},{"id":"cursor","label":"Cursor","title":"Cursor rule prompt","kind":"agent-prompt","value":"Turn \"citation-audit\" from https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/main/skills/citation-audit into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: Zero-context verification that every bibliographic entry in the paper is real, correctly attributed, and used in a context the cited paper actually supports — catching hallucinated authors, wrong years, fabricated venues, version mismatches, and wrong-context citations. Use when user says \\\"审查引用\\\", \\\"check citations\\\", \\\"citation audit\\\", \\\"verify references\\\", \\\"引用核对\\\", or before submission to ensure bibliography integrity. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"wanshuiyin-citation-audit\",\"task\":\"Install citation-audit\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}],"repository":"https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/main/skills/citation-audit","github_repo":"wanshuiyin/Auto-claude-code-research-in-sleep","version":"1.0.0","license":"MIT","urls":{"web":"https://www.openagentskill.com/skills/wanshuiyin-citation-audit","repository":"https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/main/skills/citation-audit","api":"/api/agent/skills/wanshuiyin-citation-audit","install_api":"/api/skills/wanshuiyin-citation-audit/install"},"meta":{"created_at":"2026-09-02T15:42:17.617514+00:00","updated_at":"2026-09-02T15:42:17.686234+00:00","agent_friendly":true}}