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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.

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--- description: Verify all citations in a document against the research corpus category: research-quality --- # Verify Citations Command Validate that all citations, references, and factual claims are backed by actual sources in the research corpus. ## Instructions When invoked, perform systematic citation verification: 1. **Parse Target File** - Load the specified file (or all markdown files if no path given) - Extract all citation patterns: - `@.aiwg/research/sources/*` references - `@.aiwg/research/findings/*` references - `REF-XXX` inline references - DOI patterns (`10.XXXX/...`) - Author-year patterns (`Author et al., YYYY`) 2. **Verify Each Citation** - Check file existence for @-mention references - Validate REF-XXX against frontmatter in corpus - Verify DOI format validity - Check page number ranges - Validate quoted text against source 3. **Detect Hallucinations** - Flag citations to non-existent files - Flag fabricated DOIs - Flag statistics without sources - Flag author names not in corpus 4. **Check GRADE Compliance** - Load quality assessment for each cited source - Compare hedging language to evidence quality - Flag overclaiming (HIGH-confidence language for LOW evidence) 5. **Generate Report** - Display summary table (total, valid, issues) - List each issue with severity and fix suggestion - Provide overall PASS/FAIL verdict 6. **Auto-Fix Mode (--fix)** - Downgrade hedging language for GRADE violations - Remove citations to non-existent sources (with comment) - Add TODO markers for sources needing verification ## Arguments - `[file-path]` - File to verify (default: all `.md` files in current directory) - `--strict` - Treat warnings as errors - `--fix` - Automatically fix GRADE violations and remove hallucinated citations - `--report` - Save report to `.aiwg/reports/citation-verification.md` - `--corpus-only` - Only check @-mention references, skip author-year patterns ## References - @.claude/rules/citation-policy.md - Citation enforcement rules - @agentic/code/frameworks/sdlc-complete/agents/citation-verifier.md - Citation Verifier agent - @agentic/code/frameworks/sdlc-complete/schemas/research/citation-audit.yaml - Audit schema - @agentic/code/frameworks/sdlc-complete/schemas/research/hallucination-detection.yaml - Detection patterns