Coding & Development

Use when user asks to 'lint agent configs', 'validate skills', 'check CLAUDE.md', 'validate hooks', 'lint MCP'. Validates agent configuration files against 456 rules.

Establishes a project's quality bar as a written contract and stops agents quietly lowering it. Interviews the user on which dimensions matter, supplies sane default thresholds when they have no number in mind, records everything in CONSTRAINTS.md, and watches the diff for a weakened bar — new @ts-ignore or eslint-disable suppressions, skipped or deleted tests, assertions stripped out, unimplemented stubs, thresholds edited down. Use when no quality bar is written down, when the user says "set up constraints" or "define our standards", when the user wants dimensions they care about — accessibility, web performance, coverage — set up as enforced constraints, when an agent keeps silencing checks or skipping tests to get to green, when you need a coverage or performance threshold and don't know what number to pick, or when an agent writes more code than anyone will read.

Instruments code so production behavior is visible and diagnosable. Use when adding logging, metrics, tracing, or alerting. Use when shipping any feature that runs in production and you need evidence it works. Use when production issues are reported but you can't tell what happened from the available data.

Independent adversarial review and deterministic release gating for code changes, using a multi-model reviewer panel over OpenRouter (or any OpenAI-compatible router, or an MCP transport like Composio). Use whenever the user asks for an adversarial review, red-team review, multi-model review, independent review, release gate, pre-merge or pre-release verification, "is this safe to ship/merge/deploy", or asks to verify a change with models other than the one that wrote it. Also use when the user asks whether work is "done" on production software and wants proof rather than assurance.

Use BEFORE any multi-agent fan-out, swarm, or Workflow orchestration — and when assigning a model tier to any delegated unit of work. Confidence-gated model routing: rubric-based base-tier assignment (cheap→standard→frontier→apex), objective escalation triggers (verification failure, disagreement, uncertainty flags), hysteresis rules, and the structured handoff payload that lets higher tiers resolve only the residue lower tiers couldn''t. Triggers on "fan out", "swarm", "parallel agents", "which model", "assign tiers", "dispatch", "model routing", "token cost".

Use at the START of work in an unfamiliar or half-remembered codebase, or when the user says "understand this codebase", "get up to speed", "where do I start", "what is this repo", "/begin", or asks what they were last working on. Derives the important and complex parts from the import graph, git churn and recent PRs, links every hot file to the user-facing surface it serves, and writes BEGIN.md — a living knowledge graph of the code that stays honest on every push.

Visio 科研绘图、精准复刻与结构保真高清重绘 | Codex Skill

agentmujo-skills-hub

Recently updated agent-skill-related GitHub repository: yutaoshao/agent-skills.

Codex skill for interactive exploded-view and parts-list web experiences, with a default house model

Codex Skill for cleaning Chinese film and TV public-opinion samples, clustering viewpoints, and generating a verifiable offline workbench

GEO/讯灵账户前背调与效果问题排查的可执行 Codex Skill

My public collection of Claude skills and prompts

Codex skill for supervised DeepSeek Harness subagents with isolated Git worktrees.

这是一个用于诊断和安全修复 Windows 版 Codex Desktop 内置插件消失或失效问题的 Codex Skill。 Codex Windows Bundled Plugin Repair is a Codex skill for diagnosing and safely repairing missing or broken bundled plugins in Codex Desktop for Windows.

よく使うAgent Skillsを、自作、他作問わずに放り込んでおくリポジトリ

Recently updated agent-skill-related GitHub repository: hotpotatochip/agent_skill.

Codex skill for three-tier multi-agent orchestration with GPT-6 Astra, GPT-5.6 Sol Medium, and GPT-5.6 Luna Max.

Safety-focused Codex skill and MCP facade for EasyEDA Pro

סטודיו חוברות צביעה · Turn photos into a printable Hebrew coloring booklet with Codex — local app + Codex skill

Codex skill: Sol leads while Luna and Terra implement with automatic model and effort routing.

All Claude Skills/agents/commands

Claude skill to draft bench memo using provided briefs and record items.

Language-independent Claude Code skills. Phase 1: tech-debt-scan.