research-and-verification
research-and-verification is an Agent behaviour & coding discipline skill for AI agents, published by UnpaidAttention in the fable5-methodology repository on GitHub. Skillspace rates research-and-verification D (68/100) and it passed the safety scan; the rating is based on static analysis only.
Verify version-sensitive and time-changing facts against real sources before relying on them, instead of answering from training memory that has a cutoff date. Trigger this before using any library/framework API, method signature, config option, or CLI flag you have not confirmed this session; before quoting a version, price, quota, rate limit, or model ID; when asked "what's the latest / newest way to do X"; when the project pins a specific version; and whenever a fact could have changed since your training cutoff. Do NOT trigger for stable knowledge (language syntax, algorithms, math, frozen standards) or for uncertainty about internal codebase APIs (use codebase-exploration/uncertainty-management — though the environment-first source here overlaps and is compatible).
- Grade
- D
- Quality
- 68 / 100
- Safety
- Passed
- GitHub stars
- 83
Unproven: rated by static analysis only, not yet compared head-to-head.
Our two independent classifiers differ on this skill's category, so treat the placement as provisional.
This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.
Our review
- Architecture
- 100 / 100
- Maturity
- Basic: a single SKILL.md
- Security scan
- No issues found
- License
- Not declared. Check the repository before reusing it.
- Adoption
- Adopted by 0 other repositories, in 0 collections
Not checked yet
- Not judged on the rubric yet (not a contender in its category)
- No blind task eval yet
- Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
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