doubt-driven-development
doubt-driven-development is an Agent behaviour & coding discipline skill for AI agents, published by mycelium-hq in the ai-brain-starter repository on GitHub. Skillspace rates doubt-driven-development D (68/100) and it passed the safety scan; the rating is based on static analysis only.
Use when correctness matters more than speed: about to commit non-trivial code, make an architectural call under uncertainty, work in unfamiliar code, or assert what the compiler cannot check ('this is safe', 'thread-safe', 'this scales', 'matches the spec'). Strongest on high-stakes surfaces (production deploys, security-sensitive logic, data migrations, irreversible operations) and when the user asks to sanity-check, red-team, double-check, or get a second opinion on a decision.
- Grade
- D
- Quality
- 68 / 100
- Safety
- Passed
- GitHub stars
- 27
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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