Init

作者 mcollina72b727514771無授權條款收錄於 2026年10月8日更新於 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.

僅含說明AI & Agents
AI 產生的概覽

建立、更新或精簡 AGENTS.md,只保留代理無法自行發現且高價值的指示。

功能
此技能指導為程式碼儲存庫建立、更新或精簡 AGENTS.md 檔案。它採用可發現性過濾,只保留代理無法從 README、程式碼、設定或目錄結構推斷出的指引,並透過品質關卡檢查每一行是否仍然準確且具實際意義。它建議使用簡短章節,例如範圍與路由、不可發現的指令、地雷區以及任務特定限制,並建議大型儲存庫採用分層 AGENTS.md 檔案。最終產出的是更精簡、更準確的 AGENTS.md,而不是程式碼庫概觀。
適用情境
適用於為新儲存庫設定代理指示,或現有 AGENTS.md 過長、過於籠統或已過時的情況。也適用於代理反覆犯下可避免的錯誤,或儲存庫工作流程已變更、需要精簡指引的情境。
執行需求
無需指令碼或特殊工具,僅為指示。最好能讓代理讀取儲存庫檔案,例如 AGENTS.md、README.md、PROJECT.md、Cursor 規則、Copilot 指示、GEMINI.md 以及 CI 或套件管理員設定。

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.

來源與署名

來源:mcollina/skills位於skills/init提交72b7275

授權條款: 無授權條款

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