Init

作者 mcollina72b727514771无许可证收录于 2026年10月8日更新于 2026年10月8日

Creates, updates, or optimizes an AGENTS.md file for a repository with minimal, high-signal instructions covering non-discoverable coding conventions, tooling quirks, workflow preferences, and project-specific rules that agents cannot infer from reading the codebase. Use when setting up agent instructions or Claude configuration for a new repository, when an existing AGENTS.md is too long, generic, or stale, when agents repeatedly make avoidable mistakes, or when repository workflows have changed and the agent configuration needs pruning. Applies a discoverability filter—omitting anything Claude can learn from README, code, config, or directory structure—and a quality gate to verify each line remains accurate and operationally significant.

仅含说明AI & Agents
AI 生成的概览

创建、更新或精简 AGENTS.md,只保留代理无法自行发现的、高价值的指令。

功能
该技能指导为代码仓库创建、更新或精简 AGENTS.md 文件。它采用可发现性过滤,只保留代理无法从 README、代码、配置或目录结构中推断出的指导,并通过质量门检查每一行是否仍然准确且具有实际意义。它建议使用简短章节,例如范围与路由、不可发现的命令、雷区以及任务特定约束,并建议大型仓库采用分层 AGENTS.md 文件。最终产出的是更精简、更准确的 AGENTS.md,而不是代码库概览。
适用场景
适用于为新仓库设置代理指令,或现有 AGENTS.md 过长、过于泛泛或已过时的情况。也适用于代理反复犯下本可避免的错误,或仓库工作流已变化、需要精简指导的场景。
运行要求
无需脚本或特殊工具,仅为指令。最好能让代理读取仓库文件,例如 AGENTS.md、README.md、PROJECT.md、Cursor 规则、Copilot 指令、GEMINI.md 以及 CI 或包管理器配置。

When to use

Use this skill when creating or updating AGENTS.md for a repository.

Use it especially when:

  • the current AGENTS.md is long, generic, or stale
  • agents repeatedly make the same avoidable mistakes
  • repository workflows changed and agent guidance needs pruning

Instructions

Treat AGENTS.md as a living list of non-discoverable landmines and workflow gotchas, not a codebase overview.

Core rule: discoverability filter

Before adding any line, ask:

Can an agent discover this by reading the repo (README, code, config, scripts, directory tree)?

  • If yes: do not include it in AGENTS.md.
  • If no, and it materially affects task success/cost/safety: include it.

What earns a line

Include only guidance that is:

  1. Non-discoverable from repository files alone
  2. Operationally significant (changes commands, outcomes, or safety)
  3. Actionable (specific enough to execute)

Typical examples:

  • Non-standard tooling choices (e.g. use uv instead of pip)
  • Command caveats (e.g. tests must run with --no-cache due to fixture behavior)
  • Hidden constraints/landmines (deprecated directories still imported in production)
  • Critical local conventions that are not encoded in lint/tests/config

What to remove or avoid

Do not include:

  • Tech stack summaries
  • Directory structure overviews
  • Architecture descriptions agents can infer from code
  • Generic best-practice advice
  • Rules already enforced by tooling (linters, typecheck, tests, CI)
  • Mandatory boilerplate headers unless the repo explicitly requires one

Recommended structure

Prefer short, high-signal sections such as:

  • Scope & routing (which areas need separate/module-local AGENTS files)
  • Non-discoverable commands
  • Landmines / do-not-touch areas
  • Task-specific constraints

For large repos, recommend hierarchical AGENTS.md files near relevant modules instead of one monolithic root file.

Source files to check first

  • Existing AGENTS.md
  • README.md
  • PROJECT.md (if present)
  • Cursor rules (.cursor/rules/ or .cursorrules)
  • Copilot instructions (.github/copilot-instructions.md)
  • GEMINI.md
  • CI/workflow files and package manager config (for command/tooling mismatches)

If AGENTS.md exists, improve it incrementally instead of replacing it blindly.

Maintenance mindset

AGENTS.md is temporary guidance, not permanent configuration.

When recurring issues appear:

  1. Prefer fixing the root cause in code/tooling (lint rule, test, script, structure)
  2. Keep only the minimum instruction needed until the root cause is solved
  3. Prune stale instructions aggressively

Quality gate before finalizing

For each line in AGENTS.md, verify:

  • Is it non-discoverable?
  • Is it still accurate today?
  • Does it materially reduce mistakes/cost/time?

Delete any line that fails one of these checks.

来源与署名

来源:mcollina/skills位于skills/init提交72b7275

许可证: 无许可证

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