Use when the user asks to "extend requirements framework", "add new requirement type", "create custom strategy", "add custom calculator", "modify framework architecture", "create requirement plugin", or wants to build new requirement strategies. Also triggers on questions about strategy registration, calculator implementation, or auto-satisfaction mappings.
EnglishUse when the user asks about "session learning", "learn from session", "improve future sessions", "session reflection", "session metrics", "session analysis", "/session-reflect", "req learning", "learning updates", "rollback learning", or wants to understand how Claude Code can get smarter over time by learning from sessions.
EnglishUse when starting any conversation to establish skill discovery and invocation…
English
AGENT SKILLS ATLASIncludes Requirements Framework Builder, Session Learning, and Using Requirements Framework.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLISupported by the Atlas install prompt. Skill-specific requirements vary.
Pack stats
What’s included
Requirements Framework Builder
Use when the user asks to "extend requirements framework", "add new requirement type", "create custom strategy", "add custom calculator", "modify framework architecture", "create requirement plugin", or wants to build new requirement strategies. Also triggers on questions about strategy registration, calculator implementation, or auto-satisfaction mappings.
Session Learning
Use when the user asks about "session learning", "learn from session", "improve future sessions", "session reflection", "session metrics", "session analysis", "/session-reflect", "req learning", "learning updates", "rollback learning", or wants to understand how Claude Code can get smarter over time by learning from sessions.
Using Requirements Framework
Use when starting any conversation to establish skill discovery and invocation practices
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 Requirements Framework Builder 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.
- Reported license for the skills shown: MIT. The author’s terms apply.