researchers-verifier
Performs quality control, citation validation, and fact-checking before human review. Use after research is complete to verify all sources and claims before production.
Install / Use
npx skills add bitwize-music-studio/claude-ai-music-skills --skill researchers-verifierInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
Education & ResearchSupported Platforms
Our assessment of researchers-verifier
researchers-verifier scores 83/100 on our quality scale, 337th of 426 Education & Research skills we index.
We have not analysed the SKILL.md file itself yet, so the content part of this score is an estimate until our crawler reaches it.
It has 512 GitHub stars, a meaningful sign that others use it.
Maintenance, license and trust
- The repository was last updated 10 days ago, so researchers-verifier is actively maintained.
- It is released under the CC0-1.0 license, a permissive license that allows use, modification and commercial use with attribution.
- Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
researchers-verifier compared with similar skills
All 4 of these similar skills score higher than researchers-verifier; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| researchers-verifier (this skill)by bitwize-music-studio | 83 | 512 | 10d ago | SKILL.md |
| last30days-skillby mvanhorn | 100 | 63.5k | 3d ago | CLAUDE.md |
| algorithmic-artby anthropics | 100 | 177.9k | 11d ago | SKILL.md |
| pptxby anthropics | 100 | 177.9k | 11d ago | SKILL.md |
| designby nextlevelbuilder | 100 | 130.2k | 12d ago | SKILL.md |
Frequently asked questions
- How do I install researchers-verifier?
- Run
npx skills add bitwize-music-studio/claude-ai-music-skills --skill researchers-verifier. The install tabs above show the steps for each supported agent. - Which AI agents does researchers-verifier work with?
- It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is researchers-verifier safe to use?
- It is CC0-1.0-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is researchers-verifier still maintained?
- The repository was last updated 10 days ago, so researchers-verifier is actively maintained.
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Languages
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.