problem-solver
problem-solver is a Root-cause investigation skill for AI agents, published by tronghieu in the agent-skills repository on GitHub. Skillspace rates problem-solver D (66/100) and it passed the safety scan; the rating is based on static analysis only.
Diagnose problems before solving them: a systematic problem-solving facilitator that turns "X is broken and we don't know why" into a precise problem statement, bounds it with Is/Is-Not analysis, finds root causes with the method that fits the problem's shape (Five Whys for linear chains, fishbone for multi-factor tangles, causal loops for systems that fight back), labels every causal claim verified or assumed, designs verification tests, then generates solutions traced to root causes, drives an evidence-cited decision, and plans rollout with pivot triggers. Use this skill whenever the user reports something failing, breaking, slowing, or recurring without a known cause — "sales dropped and we don't know why", "this keeps happening", "orders keep arriving late", "why does X keep failing", "find the root cause", "run a post-mortem", "5 whys" — in any language (e.g. Vietnamese "sao cứ bị vậy hoài", "tìm nguyên nhân gốc", "X đang hỏng mà không rõ vì sao"), even when they ask for solutions…
- Grade
- D
- Quality
- 66 / 100
- Safety
- Passed
- GitHub stars
- 22
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
- 84 / 100
- Maturity
- Structured: ships references or scripts
- 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
- Category is a classifier prediction; no model has read this skill 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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