Agent Skills
› NeverSight/learn-skills.dev
› initializer-agent
initializer-agent
GitHub用于自主编程项目的初始化智能体。在启动新项目时，解析需求、生成特性列表、搭建开发环境及项目脚手架，并保存初始状态，为后续自动化开发奠定基础。
Trigger Scenarios
开始新的自主编程项目
生成应用特性列表
设置项目运行环境
构建项目基础结构
Install
npx skills add NeverSight/learn-skills.dev --skill initializer-agent -g -y
SKILL.md
Frontmatter
{
"name": "initializer-agent",
"layer": "core-workflow",
"version": "1.0.0",
"category": "autonomous-coding",
"description": "First-session agent for autonomous coding projects. Use when starting a new autonomous project, generating feature lists, setting up environments, or scaffolding project structure."
}
Initializer Agent
First-session agent that sets up the foundation for autonomous coding projects.
Quick Start
Initialize a Project
from scripts.initializer import InitializerAgent
agent = InitializerAgent(project_dir)
result = await agent.initialize_project(
spec="Build a task management app with user auth",
tech_stack=["nextjs", "typescript", "prisma"]
)
Generate Feature List
from scripts.feature_generator import generate_features
features = await generate_features(
spec="E-commerce platform with cart and checkout",
count=100 # Generate 100 features
)
Initialization Workflow
┌─────────────────────────────────────────────────────────────┐
│ INITIALIZER WORKFLOW │
├─────────────────────────────────────────────────────────────┤
│ │
│ 1. READ PROJECT SPECIFICATION │
│ ├─ Parse requirements │
│ ├─ Identify technology stack │
│ └─ Determine project structure │
│ │
│ 2. GENERATE FEATURE LIST │
│ ├─ Create 100-200 features │
│ ├─ Categorize (functional, UI, API, etc.) │
│ ├─ Add verification steps │
│ └─ Set initial priority │
│ │
│ 3. CREATE ENVIRONMENT SCRIPT │
│ ├─ Dependency installation │
│ ├─ Database setup │
│ ├─ Environment variables │
│ └─ Development server │
│ │
│ 4. SCAFFOLD PROJECT │
│ ├─ Create directory structure │
│ ├─ Initialize package.json/pyproject.toml │
│ ├─ Create base configuration │
│ └─ Set up testing framework │
│ │
│ 5. MAKE INITIAL COMMIT │
│ ├─ git init │
│ ├─ Add all files │
│ └─ Commit: "Initial project setup" │
│ │
│ 6. SAVE STATE │
│ ├─ Write feature_list.json │
│ ├─ Write init.sh │
│ └─ Create claude-progress.txt │
│ │
└─────────────────────────────────────────────────────────────┘
Output Artifacts
feature_list.json
[
{
"id": "auth-001",
"category": "functional",
"description": "User can sign up with email and password",
"steps": [
"Navigate to signup page",
"Enter email address",
"Enter password (min 8 chars)",
"Click submit",
"Verify account created"
],
"passes": false,
"priority": 1
}
]
init.sh
#!/bin/bash
set -e
# Install dependencies
npm install
# Set up database
npx prisma migrate dev
# Start development server
npm run dev &
claude-progress.txt
# Session Progress
## Session 1 - 2025-01-15 10:00
### Accomplishments
- Analyzed project specification
- Generated 150 feature requirements
- Created project structure
- Set up development environment
### Next Steps
- Begin implementing auth-001: User signup
Feature Categories
| Category | Description | Example |
|---|---|---|
functional |
Core functionality | User login, CRUD operations |
ui |
User interface | Forms, modals, navigation |
api |
API endpoints | REST routes, GraphQL |
database |
Data layer | Models, migrations |
integration |
External services | OAuth, payments |
performance |
Speed/efficiency | Caching, optimization |
security |
Protection | Input validation, auth |
accessibility |
A11y compliance | WCAG, ARIA |
testing |
Test coverage | Unit, integration, E2E |
Integration Points
- autonomous-session-manager: Detects INIT session type
- context-state-tracker: Creates initial state artifacts
- coding-agent: Picks up from initializer output
References
references/INITIALIZER-WORKFLOW.md- Detailed workflowreferences/FEATURE-CATEGORIES.md- Category guidelines
Templates
templates/init.sh.template- Environment setuptemplates/feature_list.json.template- Feature structuretemplates/progress.txt.template- Progress file
Scripts
scripts/initializer.py- Main InitializerAgentscripts/feature_generator.py- Feature list generationscripts/environment_setup.py- Init script creationscripts/project_scaffold.py- Project scaffolding
Version History
- e0220ca Current 2026-07-05 23:11
