agent-discipline

让 Agent 高效又守纪律 — 不止省 token：ZeroToken 压缩无效上下文/推理/输出；尉缭子十原则约束权限边界、单一指令、先谋后动、验证先于结束；附 Unicode 编码规范、搜索规范、六种任务模式。More than token savings: ZeroToken efficiency + AI coding discipline for Reasonix / Codex / OpenCode / Hermes

A protocol for agent work that survives session boundaries — plan, implement, verify in sealed contexts, with proof bundles as the only currency between them.

sonmat (손맛) — Claude Code plugin that builds verification habits into AI-human collaboration

Discipline hooks for Claude Code. Stops the agent from claiming 'done' without proof, blocks accidental writes to ~/.claude config, and routes prompts to skills via local pgvector with zero Anthropic tokens.

Once for all. Stop agents from rediscovering already-solved solutions. Enforce CHECK, EXPLORE, and CODIFY on every task.

AI keeps skipping steps? Super-Spec enforces every step with evidence. Seven-gate engineering discipline for AI coding agents: anti-corner-cutting, verification-first, spec-driven. Stop vibe coding, start spec driving. Production-grade quality for solo developers.

A 200-line CLAUDE.md that fuses Andrej Karpathy's coding rules with field-tested agent-discipline patterns from real Claude Code builds.