doubt-driven-review
doubt-driven-review is a Plan & work review gates skill for AI agents, published by BlackBeltTechnology in the pi-agent-dashboard repository on GitHub. Skillspace rates doubt-driven-review D (68/100) and it passed the safety scan; the rating is based on static analysis only.
In-flight adversarial check on a non-trivial decision BEFORE it stands — distinct from post-hoc code review of a finished diff. Use on triggers like "stress-test this decision", "are we sure about this", "verify before commit", "poke holes in this", when working in unfamiliar code, or when an irreversible/high-stakes step (migration, prod deploy, public API) is about to be taken. Does not replace the project's code-review or openspec-verify gates; it runs earlier, while course-correction is cheap.
- Grade
- D
- Quality
- 68 / 100
- Safety
- Passed
- GitHub stars
- 193
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
- MIT
- 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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