auto-dev-setup

auto-dev-setup is a skill for Claude Code, Codex from miles990/claude-software-skills. It costs 23 tokens per session (1,025 once invoked), scanned A, original, MIT.

A set of instructions for setting up an automated development workflow with human review. It uses GitHub Actions, which run tasks automatically when events occur in a GitHub repository.

In plain words
What is it for?
Use it to create the workflow files, issue templates, memory folders, and configuration choices needed for an Auto-Dev process.
Why use it?
It provides a documented setup for connecting automated coding work with approval, feedback, task queues, and project memory.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: names the AskUserQuestion tool.

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/miles990/claude-software-skills/auto-dev-setup
Any agent
npx skills add miles990/claude-software-skills --skill auto-dev-setup
Clone the repo
git clone --depth 1 https://github.com/miles990/claude-software-skills

Made for: Claude Code, Codex.

Its marketplace also offers this one on its own, as the plugin auto-dev-setup/plugin install auto-dev-setup after adding the marketplace above.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for auto-dev-setup

README.md
[![agentmods](https://agentmods.dev/badge/skills/miles990/claude-software-skills/auto-dev-setup.svg)](https://agentmods.dev/skills/miles990/claude-software-skills/auto-dev-setup)
Your own site
<a href="https://agentmods.dev/skills/miles990/claude-software-skills/auto-dev-setup"><img src="https://agentmods.dev/badge/skills/miles990/claude-software-skills/auto-dev-setup.svg" alt="Measured on agentmods" height="20"></a>
Per session 23 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,025 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00023 $0.01025
Opus 5 $0.00012 $0.00513
Sonnet 5 $0.00005 $0.00205
Haiku 4.5 $0.00002 $0.00103

Measured 6d ago against content hash 848e63d2bb1a, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade A, and why

auto-dev-setup scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 6d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

tools-integrations/auto-dev-setup/SKILL.md · 155 lines

How it starts

The opening of the file, as written. The whole thing — 155 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Auto-Dev Setup Skill

為任何專案設定 Human-in-the-Loop 自動開發流程。

使用時機

當用戶說:

  • "幫我設定 auto-dev"
  • "我想在這個專案用自動開發"
  • "設定 GitHub Actions 自動開發流程"

設定流程

Step 1: 確認需求

使用 AskUserQuestion 確認:

1. Workflow 來源
   □ 使用 Reusable Workflow(推薦,自動更新)
   □ 複製完整 Workflow(可自訂)

2. Skills 來源
   □ 使用 claude-software-skills
   □ 使用自己的 skills repo
   □ 不使用額外 skills

3. 額外設定
   □ 需要任務佇列(定時處理)
   □ 需要 Feedback 處理(PR 上繼續迭代)

Step 2: 建立目錄結構

mkdir -p .github/workflows
mkdir -p .claude/memory/{learnings,failures,decisions,patterns,strategies}
mkdir -p .github/ISSUE_TEMPLATE

Step 3: 建立 Workflow(二擇一)

方式 A: Reusable Workflow(推薦)
# .github/workflows/auto-dev.yml
name: 🤖 Auto-Dev

on:
  issues:
    types: [labeled]
  issue_comment:
    types: [created]
  workflow_dispatch:
    inputs:
      goal:
        description: '開發目標'
        required: true

jobs:
  auto-dev:
    uses: {SKILLS_REPO}/.github/workflows/auto-dev-reusable.yml@main
    with:
      goal: ${{ github.event.inputs.goal || '' }}
    secrets:
      ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}

替換 {SKILLS_REPO} 為實際的 repo 路徑。

方式 B: 完整 Workflow

從 claude-software-skills 複製:

  • .github/workflows/auto-dev.yml
  • .github/workflows/auto-dev-feedback.yml
  • .github/workflows/auto-dev-queue.yml

Step 4: 建立 Issue Template

# .github/ISSUE_TEMPLATE/auto-dev.yml
name: 🤖 Auto-Dev Task
description: 建立一個自動開發任務
labels: ["auto-dev"]
body:
  - type: textarea
    id: goal
    attributes:
      label: 目標
      description: 描述開發目標
    validations:
      required: true

Step 5: 初始化 Memory

# .claude/memory/index.md
# 專案記憶索引

## 最近學習
<!-- LEARNINGS_START -->
<!-- LEARNINGS_END -->

## 失敗經驗
<!-- FAILURES_START -->
<!-- FAILURES_END -->

Step 6: 提醒設定 Secret

告知用戶:

請到 Repository Settings → Secrets → Actions
新增 ANTHROPIC_API_KEY

使用方式速查

操作 方式
觸發自動開發 Issue + auto-dev label
命令觸發 留言 /evolve [目標]
繼續迭代 PR 上留言 /evolve [調整]
手動觸發 Actions → Run workflow

Read the full file on GitHub · 155 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 6d ago First seen · 155 lines · 23 tokens per session scan A 848e63d2bb1a

Subscribe to this mod's changes

auto-dev-setup is a skill published in the GitHub repository miles990/claude-software-skills (20 stars, last pushed 7mo ago), licensed MIT. It adds 23 tokens to every session and 1,025 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Related

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