Boring Loop Implement

SkillDev tools

Use for /loop-implement: implement one Kanzen issue or approved plan, open/update the PR, run review/fix/re-review, gather proof, and prepare owner or fast-track merge handoff.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Boring Loop Implement skill

What this skill tells your AI

The instructions your AI receives, as published by hachej/boring-ui in .agents/skill-library/kanzen/v1/boring-loop-implement/SKILL.md and read by ahel’s review.

Implement one issue or one approved plan slice.

Canonical model: ../../../../../docs/kanzen/boring-loop.md. Coding rules: ../../../../../docs/kanzen/procedures/coding-rules.md. Trunk/flag/review budget: ../../../../../docs/kanzen/procedures/trunk-flags-review-budget.md. Visual review: ../../../../../docs/kanzen/procedures/visual-review.md. Proof comments: ../../../../../docs/kanzen/procedures/proof-of-work.md.

Steps

  1. Read the issue, plan, acceptance, flag/abstraction path, proof requirement, related PRs, newest owner comments, and repo invariants.
  2. Use the smallest lane that works: local trunk when allowed, otherwise a short-lived branch/worktree.
  3. Code only the accepted slice. Keep production-code additions near the review budget or split before coding.
  4. Run focused checks and demo workspace proof when UI/workspace behavior changes.
  5. Open or update a PR that links the primary issue and names proof.
  6. Run review, fix every accepted finding, and re-review until clean or blocked. Use thermo-nuclear review for non-trivial code.
  7. Ensure proof, review, thermo, and CI match the current head SHA.
  8. Land the plane: prepare a review card with PR URL, issue URL, summary, proof, demo URL or waiver, known gaps, and exact owner decision needed.

Exit

  • Not clear: state:blocked phase:grill track:owner.
  • Needs plan/split: state:active phase:plan track:owner.
  • Needs fixes/proof: state:active phase:review track:owner.
  • Ready for owner: state:ready phase:merge track:owner.
  • Fast-track only when every checklist item in boring-loop.md passes.

Workers may use subagents for slices or review, but the parent lane owns the issue/PR and records the final state.

Signals

GitHub stars
46
Forks
2
Last commit
Sep 2026

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Gateway key
boring-loop-implement
Source
github.com/hachej/boring-ui