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Updated 6mo ago

by gbasin

hand-compute

Skill to force AI coding agents to walk system execution by hand, catching races and state bugs that abstract review would miss.

View on GitHub (opens in a new tab)

41 GitHub stars (41)

Steady at 41 stars — no new stars in the 36 days since Sep 30.

  • 1 skill (1 skills found in its SKILL.md files)
  • 1 forks (1 forks)
  • 6mo ago last update (Last updated 6mo ago)

Install

Skills CLI

npx skills add gbasin/hand-compute

Asks which agents to install it for. Add -g to install it for every project.

Claude Code

git clone https://github.com/gbasin/hand-computecp -r "hand-compute" ~/.claude/skills/hand-compute

Copies the hand-compute skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project).

Plugin

/plugin marketplace add gbasin/hand-compute

Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.

Skills can run code on your machine — read the SKILL.md first.

What it does

In the author's own words, from each skill's SKILL.md.

  • hand-compute

    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 "wh…

    SKILL.md on GitHub (opens in a new tab)

Review before you install

A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.