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AI EngineeringPython

Clean Cut

by bo-cao

Clean Cut is an AI Engineering skill for Claude Code, published by bo-cao in breaking-coding-chaos.

20 stars0 forkson bo-cao/breaking-coding-chaosAdded 2026/07/16+43% in starsRepository updated 2026/07/18
agent-skillsagentic-codingclaude-codecoding-agentscontext-engineeringcursoropenai-codexopencode
Install in seconds
Install Clean Cut
Copy Clean Cut into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.
terminal
npx degit https://github.com/bo-cao/breaking-coding-chaos/tree/master/skills/bcc-clean-cut ~/.claude/skills/bcc-clean-cut

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/bo-cao/breaking-coding-chaos.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file
skills/bcc-clean-cut/SKILL.md in bo-cao/breaking-coding-chaos
Installs to
~/.claude/skills/bcc-clean-cut
Collection
One of 4 skills cataloged from this repository
Category
AI Engineering3670 skills

What Clean Cut does

Implements the shortest correct code that satisfies a locked PLAN.md, then verifies and updates the checklist. Used after planning and human approval to execute a coding task with minimal scope.

Clean Cut is cataloged under AI Engineering on DirSkills. Clean Cut comes from a repository tagged agent-skills, agentic-coding, claude-code, coding-agents and context-engineering.

Documentation

README

bcc-clean-cut

Job: ship the shortest correct code that satisfies the active PLAN.md, then verify and progress-only 约减 the checklist.

Deep source: ponytail SKILL.md (coding ladder only — not review/audit family).
Does not: interview the user for domain design, write ADRs, adversarial-review the plan, or refine PLAN design while coding — do that in bcc-plan-spar first.


Workflow preflight (required — before any code edit)

Do not write product code until this check passes.
If uncertain → ask the user (one question + recommended default). Never invent APPROVE.

1. Snapshot disk + session

This is the opening of the README. Read the full README on GitHub.

Commands Clean Cut provides

Slash commands named in this skill’s SKILL.md, listed in the order they first appear.

  • /bcc-clean-cut

Frequently asked about Clean Cut

  • What else does bo-cao publish alongside Clean Cut?

    Clean Cut is one of 4 skills that DirSkills catalogs from bo-cao/breaking-coding-chaos, the repository it ships in. Its siblings there include BCC Throughline, Breaking Coding Chaos and Plan Sparring. Each one is a separate skill with its own page in this directory, installs the same way Clean Cut does, and is maintained by bo-cao in that same repository. The rest of the collection is listed on the bo-cao/breaking-coding-chaos page.

  • How does Clean Cut compare to other AI Engineering skills?

    Clean Cut ranks #3574 by stars among the 3670 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Clean Cut against them. Open each page to compare what they document and how they install.