By name: verify-claims description: Verify thesis claims against the 105-paper literature corpus using RAG context: fork agent: literature-rag
Verify Claims
Verify claims made in the thesis against the indexed literature corpus (105 papers in ChromaDB). The argument can be a chapter name or a specific claim to verify.
Instructions
If the argument is a chapter name (e.g.,
04_methodology):- Read the chapter at
thesis/chapters/$ARGUMENTS.tex - Extract all factual claims that cite literature
- Query the RAG system for each claim
- Read the chapter at
If the argument is a specific claim (e.g.,
"Mutz (2018) finds that status threat explains the 2016 vote"):- Query the RAG system directly for the claim
- Assess whether it is supported by retrieved evidence
RAG Query Command
cd /Users/alessandro/Projects/Tesi/thesis/references/RAG && source venv/bin/activate && python /Users/alessandro/Projects/Tesi/.claude/skills/verify-claims/scripts/query_rag.py "query" --top-k 5
Additional Resources
- Concept graph:
thesis/references/literature_analysis/concept_graph.json - Paper extractions:
thesis/references/literature_analysis/paper_extractions/*.json
Output
Return a claim verification report with status (SUPPORTED / PARTIALLY SUPPORTED / UNSUPPORTED / CONTRADICTED) for each claim.