Keep a documentation corpus coherent by enforcing single-source-of-truth — each fact/term has ONE canonical owning file; others point to it instead of restating it. Use when docs/specs/markdown files drift or contradict each other, when the user worries about "which doc is right", or when setting up a registry + CI…
Engineer production-grade prompts for frontier LLMs (Claude, GPT-4o, Gemini). Use when the user wants to optimize, rewrite, evaluate, or troubleshoot a prompt — including system prompts, user-turn prompts, agent instructions, or API pipeline prompts. Applies framework selection (COSTAR / RISEN / RODES / PICO / RTF /…
Build any AI agent for any domain in any supported framework. The skill researches what tools and patterns actually exist before writing a single line of code.
Add any new capability to an existing agent without breaking what already works. The skill researches what tools and patterns actually exist for the capability before writing code.
Derive probes from the agent's own specification, run them against the live agent, judge each PASS/FAIL, apply targeted fixes, and iterate until all probes pass.
Instructions for exponen-agi/recursive-agentic-improvements, a project described as: Three Claude Code slash commands — /create-agent, /improve-agent, /extend-agent — that research, scaffold, and recursively optimize AI agents across Agno, CrewAI, LangGraph, and Google ADK.