GitHub 爆发仓库· 工具· 2026年10月27日 08:09

unclebob/ub-mode 发布：约束 AI Agent 编码纪律的技能仓库

原标题：unclebob/ub-mode

unclebob 在 GitHub 发布 ub-mode，一个约束 AI Agent 编码纪律的技能，上线 1 天获 660 星。它基于 poteto 的规则精简而成，分先让其工作、再让其正确、实践三阶段，并配套 crapper（CRAP < 10）、dryer（重复度 < 0.8）、mutator（变异测试）和 uml-viewer 四个确定性质量门工具；将 SKILL.md 复制到 Agent 技能目录后用 /ub-mode 调用，支持 Grok、Claude、Cursor 等目录。

为什么值得看

原文给出该 Agent 技能的具体纪律条目和四个质量门工具，开发者可以直接安装复用到自己的编码智能体。

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原文

GitHub 上的新仓库 unclebob/ub-mode，创建 1 天，已有 660 星（平均每天 495 星）。

README：

ub-mode

ub-mode is an agent skill that enforces disciplined software engineering principles when writing or changing code. It is loosely based on portions of @poteto's rules (poteto-mode / pstack), reduced and paired with deterministic quality-gate tools:

First Make it Work — Laziness Protocol, Foundational Thinking, TDD, Redesign From First Principles, Attack the Premise, Subtract Before You Add, Outcome-Oriented Execution, Build the Lever, and Architecture (Model the Domain, Boundary Discipline, Type System Discipline, Make Operations Idempotent, Separate Before Serializing Shared State).
Then Make it Right — Fix Root Causes, Sequence Work into Verifiable Units, Test Behavior (Not Implementation), Crapper (CRAP < 10), Dryer (duplication < 0.8), Mutator (cover the uncovered, kill the survivors, delete dead code), and Refactoring.
Practice — Keep a Log, Guard the Context Window, Worktree Cleanup, and Commit and Push in small ordered commits.

Companion Tool Repositories

ub-mode relies on deterministic quality-gate tools to enforce structure, complexity, duplication, and test thoroughness:

unclebob/crapper — Computes cyclomatic complexity, test coverage, and CRAP score per function so every function stays under the CRAP threshold (< 10).
unclebob/dryer — Detects structural code duplication so duplicate blocks (>= 0.8 similarity) are eliminated.
unclebob/mutator — Runs mutation testing to expose uncovered code and surviving mutants that tests fail to catch.
unclebob/uml-viewer — Visualizes components, coverage, CRAP, mutation scores, and dependency directions.

Installation

Copy SKILL.md into your agent's skills directory as ub-mode/SKILL.md (for example ~/.grok/skills/ub-mode/SKILL.md, ~/.claude/skills/ub-mode/SKILL.md, or ~/.cursor/skills/ub-mode/SKILL.md), then invoke /ub-mode.

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