Use when helping founders or operators apply an AI-native startup playbook inspired by Anthropic Claude's The Founder's Playbook for building an AI-native startup: diagnose Idea/MVP/Launch/Scale stage, validate startup hypotheses, design customer discovery, define MVP architecture and scope, evaluate product-market fit, harden launch operations, build AI-assisted GTM or scale systems, or turn founder domain knowledge into reusable AI workflows. User-facing reports and artifacts should be written in Chinese by default.
EnglishBuild and iterate fact-driven AI workflow methodologies from confirmed facts instead of subjective self-optimization. Use when designing, auditing, or rebuilding long-running AI workflows such as prompt methodologies, AI content pipelines, animation/script generation systems, coding workflows, evaluation loops, or any process where AI keeps optimizing its own rules and causes drift, regressions, overfitting, lost goals, messy outputs, or scattered intermediate documents.
EnglishUse when installing, linking, syncing, auditing, repairing, replacing, or removing AI skills across ~/.agents/skills and agent-specific skill directories such as Codex, Claude, Gemini, Antigravity IDE, or Qoderwork.
English
AGENT SKILLS ATLASIncludes AI Native Startup Playbook, Fact Driven AI Methodology, and Skills Governor.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLISupported by the Atlas install prompt. Skill-specific requirements vary.
Pack stats
What’s included
AI Native Startup Playbook
Use when helping founders or operators apply an AI-native startup playbook inspired by Anthropic Claude's The Founder's Playbook for building an AI-native startup: diagnose Idea/MVP/Launch/Scale stage, validate startup hypotheses, design customer discovery, define MVP architecture and scope, evaluate product-market fit, harden launch operations, build AI-assisted GTM or scale systems, or turn founder domain knowledge into reusable AI workflows. User-facing reports and artifacts should be written in Chinese by default.
Fact Driven AI Methodology
Build and iterate fact-driven AI workflow methodologies from confirmed facts instead of subjective self-optimization. Use when designing, auditing, or rebuilding long-running AI workflows such as prompt methodologies, AI content pipelines, animation/script generation systems, coding workflows, evaluation loops, or any process where AI keeps optimizing its own rules and causes drift, regressions, overfitting, lost goals, messy outputs, or scattered intermediate documents. 中文触发:事实驱动、事实库、方法论重建、AI 工作流复盘、提示词方法论治理、规则漂移治理。
Skills Governor
Use when installing, linking, syncing, auditing, repairing, replacing, or removing AI skills across ~/.agents/skills and agent-specific skill directories such as Codex, Claude, Gemini, Antigravity IDE, or Qoderwork.
Quick start
- Choose your skills. Select individual skills above, or choose the entire pack.
- Copy the install prompt. Use Copy install prompt above the list.
- Send it to your agent. Paste into your coding agent’s chat. Your agent reviews the source and guides the setup.
Try it with your agent
After installation, start with a request like:
Use the AI Native Startup Playbook skill to help with my task.
Ask me for the context you need before getting started.Requirements & license
- A coding agent that can access your project files and install skills.
- Your agent checks each skill’s instructions, dependencies, and permissions during setup.
- License details are not provided in these listings. Check the author’s terms before using the skills.