fathom-lab

fathom-lab/styxx

Verification for the agent era. Your coding agent's PR summary cannot lie about its diff - one CI line. Plus the research: the first map of which AI minds can read each other. Every claim machine-verified against committed receipts, negatives included. pip install styxx

8 good first / help-wanted issues · Python · last activity Aug 5, 2026

agent-tools ai-agents ai-safety ci code-review github-action hallucination-detection interpretability llm preregistration reproducible-research verification
8 Open Issues Need Help Last updated: Aug 5, 2026

Open Issues Need Help

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good first issue help wanted reproducible-research
fathom-lab/styxx
13

Verification for the agent era. Your coding agent's PR summary cannot lie about its diff - one CI line. Plus the research: the first map of which AI minds can read each other. Every claim machine-verified against committed receipts, negatives included. pip install styxx

Python
#agent-tools#ai-agents#ai-safety#ci#code-review#github-action#hallucination-detection#interpretability#llm#preregistration#reproducible-research#verification
good first issue help wanted reproducible-research
fathom-lab/styxx
13

Verification for the agent era. Your coding agent's PR summary cannot lie about its diff - one CI line. Plus the research: the first map of which AI minds can read each other. Every claim machine-verified against committed receipts, negatives included. pip install styxx

Python
#agent-tools#ai-agents#ai-safety#ci#code-review#github-action#hallucination-detection#interpretability#llm#preregistration#reproducible-research#verification
good first issue help wanted reproducible-research
fathom-lab/styxx
13

Verification for the agent era. Your coding agent's PR summary cannot lie about its diff - one CI line. Plus the research: the first map of which AI minds can read each other. Every claim machine-verified against committed receipts, negatives included. pip install styxx

Python
#agent-tools#ai-agents#ai-safety#ci#code-review#github-action#hallucination-detection#interpretability#llm#preregistration#reproducible-research#verification
fathom-lab/styxx
13

Verification for the agent era. Your coding agent's PR summary cannot lie about its diff - one CI line. Plus the research: the first map of which AI minds can read each other. Every claim machine-verified against committed receipts, negatives included. pip install styxx

Python
#agent-tools#ai-agents#ai-safety#ci#code-review#github-action#hallucination-detection#interpretability#llm#preregistration#reproducible-research#verification
fathom-lab/styxx
13

Verification for the agent era. Your coding agent's PR summary cannot lie about its diff - one CI line. Plus the research: the first map of which AI minds can read each other. Every claim machine-verified against committed receipts, negatives included. pip install styxx

Python
#agent-tools#ai-agents#ai-safety#ci#code-review#github-action#hallucination-detection#interpretability#llm#preregistration#reproducible-research#verification
fathom-lab/styxx
13

Verification for the agent era. Your coding agent's PR summary cannot lie about its diff - one CI line. Plus the research: the first map of which AI minds can read each other. Every claim machine-verified against committed receipts, negatives included. pip install styxx

Python
#agent-tools#ai-agents#ai-safety#ci#code-review#github-action#hallucination-detection#interpretability#llm#preregistration#reproducible-research#verification
fathom-lab/styxx
13

Verification for the agent era. Your coding agent's PR summary cannot lie about its diff - one CI line. Plus the research: the first map of which AI minds can read each other. Every claim machine-verified against committed receipts, negatives included. pip install styxx

Python
#agent-tools#ai-agents#ai-safety#ci#code-review#github-action#hallucination-detection#interpretability#llm#preregistration#reproducible-research#verification
fathom-lab/styxx
13

Verification for the agent era. Your coding agent's PR summary cannot lie about its diff - one CI line. Plus the research: the first map of which AI minds can read each other. Every claim machine-verified against committed receipts, negatives included. pip install styxx

Python
#agent-tools#ai-agents#ai-safety#ci#code-review#github-action#hallucination-detection#interpretability#llm#preregistration#reproducible-research#verification