Sub-Agent Driven Development Agent Skill

Orchestrates high-quality code implementation by delegating isolated tasks to specialized sub-agents with rigorous two-phase reviews.

Context cost
13.3k tokensestimated from the bundle, loaded when it triggers
Bundle
4 of 7 fileshanded out here; the rest is at its source
Licence
MITthe author’s own terms
Last change
—v1.0.0
Servers it uses
Noneruns standalone

What it does

当在当前会话中执行包含独立任务的实现计划时使用

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.

agentproductivity

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.md33.0 kB · preview
--- name: subagent-driven-development version: "1.0.0" license: MIT metadata: hermes: tags: [agents, development] ---
11# 子智能体驱动开发
12
13通过为每个任务分派一个全新的实现子智能体来执行计划:每个任务完成后做一次任务审查(规格合规性 + 代码质量),全部任务结束后再做一次覆盖整个分支的宽范围审查。
14
15**为什么用子智能体:** 你把任务委派给具有隔离上下文的专用智能体。通过精心设计它们的指令和上下文,确保它们专注并成功完成任务。它们绝不应继承你会话的上下文或历史记录——你要精确构造它们所需的一切。这样也能为你自己保留用于协调工作的上下文。
16
17**核心原则:** 每个任务一个全新子智能体 + 任务审查(规格 + 质量)+ 结尾宽范围审查 = 高质量、快速迭代
18
19**旁白:** 工具调用之间最多说一句简短的旁白——进度账本和工具结果本身就是记录。
20
21**持续执行:** 不要在任务之间停下来向你的人类伙伴确认。不间断地执行计划里的所有任务。唯一该停下的理由是:你无法解决的 BLOCKED 状态、确实妨碍推进的歧义,或所有任务已完成。"我该继续吗?"之类的询问和进度小结都在浪费他们的时间——他们让你执行计划,那就执行。
22
23**做裁决,不要停摆。** 一个正在跑的计划不等人。冲突、歧义、计划缺陷、你本来想申请突破的上限——你自己定。规格是有约束力的权威,计划是它的论证,两者都答不上来的部分由你的判断来定。每个决定都以 Ruling: <你决定了什么> — <为什么> — <如果错了代价是什么> 记进账本,然后继续。一个错误的裁决,代价是你人类伙伴看得见、也撤得掉的返工;一个停在问题上的会话,代价是他们的一整天,而且什么也换不来。
24
25只有四件事会让你停下,也只有这四件:不可逆或破坏性的操作;涉及安全的动作;这个工作树之外、按惯例应当先问一声的副作用(合并、推送到共享分支、发布);以及一个坏到每条前进路径都只能靠猜的计划。遇到这四类,停下来问。
26
27## 何时使用
28
29```dot
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md973 words
Files4
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.

≈40
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
13,285
on trigger
The instruction body and 3 supporting files, read only when the skill fires.
6.7%
of a 200k window
Ten skills this size would take about 67% of the window before you open a file.
050k100k150k200k context window

13.3k 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

The download carries 4 of the 7 files in its source folder; the list here names 4 files, 53.3 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in. The other 3 are not in the download — listed after these, with why.

  • SKILL.md33.0 kB
  • implementer-prompt.md6.2 kB
  • re-review-prompt.md5.0 kB
  • task-reviewer-prompt.md9.1 kB

Not in the download

Not carried is a type a skill download does not hold. Marked read: its SKILL.md or scripts name the file, so without it the skill works only in part. Take them from its source.

  • scripts/review-packageread · not carried
  • scripts/sdd-workspaceread · not carried
  • scripts/task-briefread · not carried
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the download is 4 files — not the whole of its source: 3 files are left out, and the skill reads 3 of them. They are listed under the files, with why. 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.

# Sub-Agent Driven Development · 13.3k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/sub-agent-driven-development/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/sub-agent-driven-development" ] && { [ ! -e .claude/skills/sub-agent-driven-development ] || { mv .claude/skills/sub-agent-driven-development "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/sub-agent-driven-development" .claude/skills/ && echo "Installed .claude/skills/sub-agent-driven-development"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add jnmetacode/sub-agent-driven-development

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/sub-agent-driven-development/ 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/sub-agent-driven-development/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/sub-agent-driven-development" ] && { [ ! -e ~/.claude/skills/sub-agent-driven-development ] || { mv ~/.claude/skills/sub-agent-driven-development "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/sub-agent-driven-development" ~/.claude/skills/ && echo "Installed ~/.claude/skills/sub-agent-driven-development" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/sub-agent-driven-development/ 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. It appears as subagent-driven-development in Gemini CLI, Codex, Copilot and Grok (its own name); Claude Code lists it by the folder name, sub-agent-driven-development. Not in this download: 3 files of its source, 3 of them read by its SKILL.md or scripts (the full list, and why). Take them from its source.

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
Version1.0.0
Publishedno release date on file
PriceFree
Referencejnmetacode/sub-agent-driven-development

Versions

v1.0.0 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.

v1.0.0
  • 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 — v1.0.0 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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Publisher
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