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SKILL verified MIT Self-run

Verify Claims

skill-alessandrocaforio-academic-writing-verify-claims · by AlessandroCaforio

Verify thesis claims against the 105-paper literature corpus using RAG

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Install

$ agentstack add skill-alessandrocaforio-academic-writing-verify-claims

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • ✓ Prompt-injection patterns
  • ✓ Secret / credential exfiltration
  • ✓ Dangerous shell & filesystem operations
  • ✓ Untrusted network calls
  • ✓ Known-malicious package signatures

What it can access

  • ✓ Network access No
  • ✓ Filesystem access No
  • ✓ Shell / process execution No
  • ✓ Environment & secrets No
  • ✓ Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

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Reliability & compatibility

✓ Security review passed
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Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

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About

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

  1. 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
  1. 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.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

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Versions

  • v0.1.0 Imported from the upstream source.

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