OpenSkillIndex← back to search
claude-code

Aiwg citation-check

Check a file for citation quality and GRADE compliance

install
source · Clone the upstream repo
git clone https://github.com/jmagly/aiwg
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/jmagly/aiwg "$T" && mkdir -p ~/.claude/skills && cp -r "$T/.agents/skills/citation-check" ~/.claude/skills/jmagly-aiwg-citation-check && rm -rf "$T"
manifest: .agents/skills/citation-check/SKILL.md
source content

Citation Check Command

Quick check of a single file for citation validity and GRADE-appropriate hedging.

Instructions

When invoked, perform quick citation check:

  1. Parse File

    • Extract all citations (REF-XXX, @-mentions, author-year)
    • Map each citation to its GRADE level (from quality assessments)

  2. Check Hedging Compliance

    • For each citation, verify the surrounding language matches GRADE level:
      • HIGH: "demonstrates", "shows", "confirms" - OK
      • MODERATE: "suggests", "indicates" - OK
      • LOW: Must use "limited evidence", "some data"
      • VERY LOW: Must use "anecdotal", "exploratory"

  3. Report

    • List each citation with its GRADE level
    • Flag violations (overclaiming)
    • Suggest fixes for violations

  4. Auto-Fix (--fix)

    • Replace overclaiming language with GRADE-appropriate hedging
    • Preserve meaning while adjusting confidence level

Arguments

  • [file-path]
    - File to check (required)
  • --fix
    - Automatically fix hedging violations
  • --strict
    - Treat all GRADE violations as errors

References

  • @$AIWG_ROOT/agentic/code/frameworks/sdlc-complete/rules/citation-policy.md - Citation policy
  • @.aiwg/research/docs/grade-assessment-guide.md - GRADE guide
  • @$AIWG_ROOT/agentic/code/frameworks/sdlc-complete/agents/citation-verifier.md - Verifier agent