Fan Out Fan In

SkillProductivity

Use this workflow skill only when the user wants explicit parallelization or the task should be split into isolated worktrees and merged back without separate PRs.

Use Fan Out Fan In in Claude, ChatGPT or Ahel Desktop

Free. Sign in, add Fan Out Fan In and connect your AI. About a minute.

Also: Claude Code · Cursor · Codex

Then ask your AI: use the Fan Out Fan In skill

Details

Instructions available. Your AI can read the instructions. Execution depends on the setup they require.

Add Ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Fan Out Fan InStart free

What this skill tells your AI

The instructions your AI receives, as published by kaeawc/auto-mobile in skills/fan-out-fan-in/SKILL.md and read by Ahel’s review.

Use this when the user explicitly wants parallel agent work or the task is naturally decomposable into independent file scopes.

Workflow

  1. Read the plan from a file such as scratch/plan.md or from inline instructions.
  2. Record the parent branch and commit with git branch --show-current and git rev-parse HEAD.
  3. Stop if git status --short is not clean. Do not fan out from a dirty tree.
  4. Scan recent history and existing worktrees with git log --oneline -20 and git worktree list so you do not duplicate work.
  5. Split the work into units that do not edit the same files. If two units need the same file, merge them or sequence them.
  6. For each unit, create an isolated worktree from the parent commit with git worktree add ../worktree-unit-N -b fan-out-unit-N "$PARENT_COMMIT".
  7. In each worktree, implement only the assigned scope, run the relevant validation, and commit with fan-out: [unit-name].
  8. Merge unit branches back into the parent branch one at a time, validating after each merge and again at the end.
  9. Remove successful worktrees and branches. Preserve failed ones for inspection.

Repo Rules

  • Prefer repo validations over generic ones:
    • TypeScript: bun run lint, bun run build, bun test
    • Fast repo checks: bash scripts/all_fast_validate_checks.sh
    • Android: (cd android && ./gradlew <task>)
  • Write logs that matter to scratch/ if they are too long to inspect inline.
  • Do not create PRs or push branches as part of fan-out work.
  • Do not proceed if the work cannot be partitioned cleanly.

Signals

GitHub stars
51
Forks
7
Last commit
Oct 2026
Advanced
Item type
skill
Key
fan-out-fan-in
Source
github.com/kaeawc/auto-mobile