hand-compute
hand-compute is a Root-cause investigation skill for AI agents, published by gbasin in the hand-compute repository on GitHub. Skillspace rates hand-compute C (74/100) and it passed the safety scan; the rating is based on static analysis only.
Hand-computes a system's execution with explicit state at each step. Use when debugging races, state machines, async bugs, regressions; stress-testing a fix; scoping features on existing state; or approaching unfamiliar code. Especially useful for bugs involving client/server sequencing, background refreshes, recovery paths, queues, or multiple actors evolving state together. Also triggers on "why is this broken", "walk through the flow", "this used to work", "what happens when", or "stress test this plan".
- Grade
- C
- Quality
- 74 / 100
- Safety
- Passed
- GitHub stars
- 40
Unproven: rated by static analysis only, not yet compared head-to-head.
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
- 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
- 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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