How does it help with Test-Driven Development?

It detects your environment's capabilities to recommend the best TDD strategy, such as automated subagent chaining for advanced tools or guided step-by-step cycles.

Which AI harnesses are supported?

The Bootstrap skill supports Claude Code, Cursor, Windsurf, and Codex, providing tailored configuration and instruction files for each specific tool.

Does this skill automatically install software?

No, the skill follows a strict 'never silently install' policy and requires explicit user confirmation before making any changes or recommendations.

What is the purpose of the generated AGENTS.md file?

AGENTS.md acts as a central source of truth that defines project conventions, task tracking methods, and skill-specific instructions for all AI agents working on the repository.

What does the Bootstrap skill do?

It initializes your project's AI workflow by detecting the tech stack, configuring testing strategies, and creating instruction files for AI agents to follow.

Project Bootstrap & Workflow Orchestrator

Name: Project Bootstrap & Workflow Orchestrator
Author: jwilger

byjwilger

•

生产力与工作流

Standardizes project initialization by detecting environments, configuring TDD strategies, and generating harness-specific instruction files.

The Bootstrap skill serves as the primary entry point for setting up a consistent Software Development Life Cycle (SDLC) workflow across any AI coding harness. It intelligently probes your project's environment to detect programming languages and existing tools, then recommends the most appropriate agent skills and TDD configurations for your specific development phase. By generating structured instruction files like AGENTS.md or CLAUDE.md, it ensures that AI agents operate with a shared understanding of project conventions, task tracking, and team standards without ever making silent modifications to your codebase.

主要功能

01Automated environment and language detection for JS, Rust, Python, Go, and Elixir

02Intelligent TDD strategy configuration with automated or guided modes

03Context-aware skill recommendations based on project maturity and goals

04Dynamic generation of AGENTS.md and CLAUDE.md instruction files

05Cross-harness compatibility for Claude Code, Cursor, Windsurf, and Codex

062 GitHub stars

使用场景

01Configuring a Test-Driven Development (TDD) cycle within a supported AI coding harness

02Initializing a greenfield project with standard development practices and AI instructions

03Onboarding a new developer or AI agent to an existing codebase with clear workflow rules

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jwilger/agent-skills bootstrap

For use in Claude.ai and ChatGPT

Download Skill