Boring Loop Implement
SkillDev toolsCompatibility command for /loop-implement. Use boring-loop-implement for the actual Kanzen implementation workflow.
Available today. Use it from your connected AI after setup.
No other account needed.
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/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
- Read the issue, plan, acceptance, flag/abstraction path, proof requirement, related PRs, newest owner comments, and repo invariants.
- Use the smallest lane that works: local trunk when allowed, otherwise a short-lived branch/worktree.
- Code only the accepted slice. Keep production-code additions near the review budget or split before coding.
- Run focused checks and demo workspace proof when UI/workspace behavior changes.
- Open or update a PR that links the primary issue and names proof.
- Run review, fix every accepted finding, and re-review until clean or blocked. Use thermo-nuclear review for non-trivial code.
- Ensure proof, review, thermo, and CI match the current head SHA.
- 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.mdpasses.
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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loop-implement- Source
- github.com/hachej/boring-ui