aiwg
Version:
Cognitive architecture for AI-augmented software development with structured memory, ensemble validation, and closed-loop correction. FAIR-aligned artifacts, 84% cost reduction via human-in-the-loop, standards adopted by 100+ organizations.
45 lines (32 loc) • 1.39 kB
Markdown
---
description: Check a file for citation quality and GRADE compliance
category: research-quality
---
# 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
- @.claude/rules/citation-policy.md - Citation policy
- @.aiwg/research/docs/grade-assessment-guide.md - GRADE guide
- @agentic/code/frameworks/sdlc-complete/agents/citation-verifier.md - Verifier agent