Agent Repo Spec Agent Skill

Establishes and audits agent-first repository architectures using minimal AGENTS.md routers, nested rules, and single-source-of-truth…

Context cost
5k tokensestimated from the bundle, loaded when it triggers
Bundle
2 files · 20.0 kBtext throughout, nothing executable
Licence
MITthe author’s own terms
Last change
—v2.1.0
Servers it uses
Noneruns standalone

What it does

Establish, audit, restructure, or evolve an agent-first repository specification system with a minimal AGENTS.md router, nested rules, one-home-per-fact docs, command ownership, reusable workflows, machine-checkable links, and git-ignored user-local memory. Use when the user asks to 初始化或改造仓库规范, set up or simplify AGENTS.md / CLAUDE.md, adopt agent-first or spec-driven development, reorganize docs, decide where rules or commands belong, audit repository guidance, or persist private per-repo context.

What this skill changes about the agent has not been set out here as a list. Its SKILL.md, shown below, says it in the author’s own words.

agentdocumentation

The skill itself

A skill is instructions the model reads, so you can see what you are getting: below is the start of its SKILL.md. The front matter loads with every session, the body loads when the skill triggers, and the whole file comes with the install.

SKILL.md11.1 kB · preview
--- name: agent-repo-spec version: 2.1.0 whenToUse: 新建、审查、改造或持续演进 Agent-First 仓库规范时;包括创建或精简 AGENTS.md/CLAUDE.md、设计 docs/ 与子树规则、确定命令和事实归属、配置用户私有的仓库级长期记忆,以及校验代码变更对应的文档义务。 ---
8# 建立与演进 Agent-First 仓库规范
9
10本 skill 蒸馏自 DeepSeek Harness 的文档规范(其 AGENTS.md + docs/AGENTS.md),把“仓库文档即 agent 操作规范”的模式沉淀为可用于新建、审查、改造和持续演进任意仓库的工作流。模板与骨架在 [references/templates.md](references/templates.md),按需读取。
11
12## 核心心智模型
13
141. **根 AGENTS.md 是极简路由器。** 它只放每个会话都必须知道的 standing orders 和事实入口,不是开发手册、命令大全或规则汇编。
152. **一个事实只有一个家(one home per fact)。** 每个事实归属唯一一篇文档,其他地方只用相对 Markdown 链接指过去;重复陈述必然漂移。
163. **稳定规则住文档,情境步骤住 skill/cookbook。** 能被 agent 识别并执行、包含判断或工具编排的流程进 skill;仅供查阅的线性 how-to 进 cookbook,二者不重复。
174. **文档随代码同 PR 改。** 代码、合同、测试和接手状态必须同时保持当前;具体义务由拥有该规则的文档定义,根文件只负责指路。
18
19## 第一步:盘点现状与事实归属
20
21先读已有 README、AGENTS.md、docs、模块 README、构建脚本、CI、.gitignore 和配置加载方式。不要先套目录模板。
22
23为已有和待新增内容确定唯一归属:
24
25| 内容 | 唯一归属 |
26|---|---|
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md640 words
Files2
LicenceMIT
Why you can read it

Nothing in a skill executes. The client loads the text and the model follows it, so a skill can be audited the way a runbook is — by reading it.

What it costs in context

Skills are not billed by the call. They are paid for in context: every token the instructions occupy is a token your code, your diff and your conversation cannot use. Here is what this one takes and when it takes it.

≈170
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
4,830
on trigger
The instruction body and 1 supporting file, read only when the skill fires.
2.5%
of a 200k window
Ten skills this size would take about 25% of the window before you open a file.
050k100k150k200k context window

5k tokens, estimated from the bundle at four bytes to the token, held for the rest of the session once it triggers. Heavy. Teams tend to install this one per project rather than globally, and load it only when the job comes up.

Servers bill, skills cost

A server charges by the month. A skill charges once per session, in context, and then keeps charging it for as long as the session lives.

Before and after

The same question, put to the same model twice: once as it comes, and once with these instructions loaded.

No worked example has been published for this skill yet.

The procedure it runs

The procedure has not been set out here step by step. It is in the body of its SKILL.md: the start of it is shown above, and the whole file comes with the install.

Prose, not code

These steps are written for a model to follow, not executed by a runtime. It can still be told to skip one, and it will say so when it does.

Servers it uses

None. This skill calls no MCP servers at all.

Everything it needs is in the instructions, so it works in a project with nothing connected — the model reads the file and changes how it works with what it can already reach.

Its SKILL.md does not declare which tools it asks the agent for, so what it touches is whatever the instructions themselves ask for — read them before you install it.

What it asks for
Writes filesnot declared
Network accessnot declared

This SKILL.md carries no allowed-tools line, so neither is declared. A skill grants no permissions of its own — it can only ask for tools your client already has.

What it will not do

Every skill is narrow, and the useful ones say where they stop. These are the jobs this one is the wrong tool for.

What this skill is not for has not been published here. Nothing is implied by that: it is a section the author has not filled in.

What is in the bundle

2 files, 20.0 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in.

  • SKILL.md11.1 kB
  • references/templates.md8.9 kB
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the bundle is 2 files you can review in full before installing. The MIT licence covers the templates and examples as well as the instructions.

Install

Installing copies the bundle into your project. Nothing runs at install time — the files sit on disk until the model reads them.

# Agent Repo Spec · 5k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/agent-repo-spec/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/agent-repo-spec" ] && { [ ! -e .claude/skills/agent-repo-spec ] || { mv .claude/skills/agent-repo-spec "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/agent-repo-spec" .claude/skills/ && echo "Installed .claude/skills/agent-repo-spec"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add aka-danielzhang/agent-repo-spec

Windows PowerShell says 'running scripts is disabled on this system'? Run Set-ExecutionPolicy -Scope CurrentUser RemoteSigned once, or type npx.cmd instead of npx (codex.cmd, gemini.cmd, grok.cmd likewise). PowerShell 7 needs neither. Writes to .claude/skills/agent-repo-spec/ in the current project. For every project instead, run mkdir -p ~/.claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/agent-repo-spec/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/agent-repo-spec" ] && { [ ! -e ~/.claude/skills/agent-repo-spec ] || { mv ~/.claude/skills/agent-repo-spec "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/agent-repo-spec" ~/.claude/skills/ && echo "Installed ~/.claude/skills/agent-repo-spec" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/agent-repo-spec/ only after the download succeeds, so files left there by another skill of the same name, or by an older release, do not mix in. A copy already there is moved aside, not deleted, and the line prints where.

Which clients pick it up on their own

A skill is a folder of text. Most of these read a skills folder and pick it up without being told; the rest take the same folder another way — an upload in the app, a parameter on an API call — and then choose it by its description just the same.

Claude Code.claude/skills/
Claude DesktopCustomize › Skills
ChatGPTSkills › Create › Upload
Cursor.cursor/skills/
VS Code.github/skills/
Codex CLI.agents/skills/
Gemini CLI.gemini/skills/
Grok Build.grok/skills/
Microsoft CopilotSkills › Upload a skill
PerplexityComputer › Skills › Upload a skill
DeepSeek Harness.dsh/skills/
Zed.agents/skills/
Devin Desktop.devin/skills/
Windsurf (legacy).windsurf/skills/
OpenAI Agents SDKInstructions or sandbox Skills
HTTP / APIa request parameter
This release
Version2.1.0
Publishedno release date on file
PriceFree
Referenceaka-danielzhang/agent-repo-spec

Versions

v2.1.0 is what is on the shelf; no release here carries a date. Instructions change more often than APIs do — a skill can be rewritten entirely without anything it depends on moving.

v2.1.0
  • No earlier releases have been published to the marketplace.
Pinning

The install command always fetches the release that is current the day you run it — v2.1.0 today — and cannot ask for an earlier one. The copy on your disk does not change until you run it again.

Reviews

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Who wrote it

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aka-danielZhang

Publishes on mcprush.

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