| name | citation-fixer |
| description | GBrain-inspired citation audit for Codex. Use when the local brain corpus needs citation normalization or a pass over remaining uncited lines. |
Citation Fixer
Use this skill when the user wants citation cleanup or when a brain-writing change touched enough pages that citation drift is a risk.
This port is adapted from garrytan/gbrain at commit 0b47afbf402a4e27a648bb9d131ce584461461ea.
Workflow
- Audit first:
python3 scripts/brain_citations.py --verbose
- Normalize formatting when useful:
python3 scripts/brain_citations.py --fix --verbose
- Read the remaining gaps manually.
- Fix missing citations with real sources or leave them explicitly unresolved.
Current Upstream Coverage
Resolve broken social-post citations by extracting searchable text, locating the canonical post, verifying author/date/content, and patching only after confirmation. In batch mode prioritize missing primary sources, then broken URLs, then weak secondary citations; respect rate limits and report unresolved references.
Guardrails
- Do not invent citations for unsupported facts.
- Do not bulk-normalize without reading the remaining unresolved lines.
- Treat this as a quality pass, not a reason to rewrite unrelated content.
