| name | rigorous | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| displayName | Rigorous | ||||||||
| description | Research quality assurance toolkit. Verifies citations, detects overclaims, audits parameters, checks reproducibility, enforces statistical rigor, maps claims to evidence, and simulates adversarial peer review. | ||||||||
| keywords |
|
Rigorous catches the mistakes that slip past manual review.
Start the MCP server to access all tools programmatically:
python -m rigorous.mcp_server| Tool | Description |
|---|---|
rigorous.cite_check |
Verify bibliography entries against real databases |
rigorous.overclaim |
Scan for overclaimed language |
rigorous.param_audit |
Verify parameters match between code and paper |
rigorous.repro_check |
Verify reported numbers match code output |
rigorous.stat_check |
Audit statistical claims |
rigorous.review |
Simulate adversarial peer review |
rigorous.claim_map |
Map every claim to its evidence |
rigorous.check |
Run all checks at once |
# Full integrity check before submission
rigorous check paper.tex --code src/ --bib refs.bib
# Individual checks
rigorous cite-check refs.bib
rigorous overclaim paper.tex
rigorous param-audit model.py --paper paper.tex
rigorous repro-check paper.tex --code src/
rigorous stat-check paper.tex
rigorous review paper.tex
rigorous claim-map paper.tex --code src/See skills/*/SKILL.md for detailed usage of each capability. Skills follow
the agentskills.io specification and are automatically loaded by compatible
agents.