القائمة
Initialize the reference QA pipeline by creating out/audit_references.csv with one row per BibTeX entry and required stage columns.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
Stage audit: bibliography hygiene checks per reference and writes audit_quality/audit_confidence/audit_remediation per row.
Stage ground: evaluates whether each reference supports the claims it is cited for; fetches evidence preferring md/html/tex/rtf/txt/pdf; writes ground_* columns and produces grounding reports.
Stage ml: ML venue lens (default NeurIPS) scoring per reference for technical fit: canonicality, baseline relevance, recency for SOTA claims; writes ml_* columns.
Stage resolve: resolve each reference against OpenAlex/Crossref/arXiv/DBLP; detect hallucinations and metadata mismatches; writes resolve_* columns and refs.corrected.bib.
Final stage: compute reference_quality_score by weighted QUALITY×CONFIDENCE across audit/resolve/ground/venue/ml; rank and assign review_priority; includes default + venue-specific blocker rules.
Stage venue: policy venue lens (governance/ethics/policy) scoring per reference based on authority/genre appropriateness for policy claims; writes venue_* columns.
| name | cite-guard-init |
| description | Initialize the reference QA pipeline by creating out/audit_references.csv with one row per BibTeX entry and required stage columns. |
| license | MIT |
| metadata | {"version":"1.0.0","category":"research-qa","tags":["bibtex","latex","citations","qa"]} |
Creates out/audit_references.csv with one row per BibTeX entry and columns:
<stage>_{quality,confidence,remediation}Defaults (repo root):
./papers/main.tex./papers/refs.bib./outRun via: /cite_guard_init or python3 cite-guard/scripts/cite_guard_cli.py init
Stop conditions: bib missing or zero entries; cannot write out.