anti-hallucination
brycewang-stanford/Auto-Empirical-Research-SkillsALWAYS activate this skill. Apply these rules to every task regardless of domain. This skill governs how Claude Code verifies information, writes code,…
Scores out of 100 · grade B+
2026-08-17Works
40% of the score92/100
- Frontmatter name `anti-hallucination` does not match its directory `dont-lie`.
Maintained
25% of the score94/100
- no commits in the last 12 weeks
- no license file
Adopted
20% of the score48/100
- 3,432 stars on the source repo.
Documented
15% of the score73/100
- 1,143 words with worked examples.
Install
npx skills add brycewang-stanford/Auto-Empirical-Research-Skills/anti-hallucinationWhat the check found
| Finding | What it means |
|---|---|
| Name mismatch | The frontmatter name and the directory name disagree. |
| No license | The repository ships no license file, so the reuse terms are unclear. |
What it says it does
ALWAYS activate this skill. Apply these rules to every task regardless of domain. This skill governs how Claude Code verifies information, writes code, references documentation, and avoids fabricating functions, arguments, APIs, file paths, data structures, or facts. These rules override any inclination to guess.
Also in brycewang-stanford/Auto-Empirical-Research-Skills
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|---|---|---|---|---|---|
| election-data-source-countypresbrycewang-stanford/Auto-Empirical-Research-Skills | No license | Skill | 3.4k stars | today | |
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| agent-identifierbrycewang-stanford/Auto-Empirical-Research-Skills | No license | Skill | 3.4k stars | today | |
| architecture-designbrycewang-stanford/Auto-Empirical-Research-Skills | No license | Skill | 3.4k stars | today | |
| bug-detectivebrycewang-stanford/Auto-Empirical-Research-Skills | No license | Skill | 3.4k stars | today | |
| code-review-excellencebrycewang-stanford/Auto-Empirical-Research-Skills | No license | Skill | 3.4k stars | today |
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| nextflow-developmentanthropics/knowledge-work-plugins | clean | Research | 1,966 installs | today | |
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| churn-preventioncoreyhaines31/marketingskills | clean | Research | 92,159 installs | today |
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Published by Toolproof, the masthead over this index and eight others. The method behind the number is at toolproof.kynth.studio/methodology, and the whole thing is readable as JSON with no key at /api.
