Last commit on July 28, 2026·Created on July 5, 2026
Neeeophytee/finding-unknowns-skills
“Prompting techniques for surfacing project blindspots and designing self-teaching agent interfaces.”
Combined rank
#497
across all skills
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311
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Forks
25
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0
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TL;DR
This collection provides frameworks for identifying unknown unknowns when entering unfamiliar codebases and structuring tool interfaces that agents can navigate intuitively. It focuses on reducing the reliance on extensive prose by embedding guidance directly into the tools and scripts agents call.
These skills help automation builders create more reliable MCP servers and tool definitions, ensuring that AI agents understand how to use a utility without repeated misuse or exhaustive examples.
WHO IT'S FOR
AI agent / automation builders
designing tool interfaces for AI agents
Technical leads / architects
identifying project blindspots and unknowns
UX / Product designers
prototyping variations for user feedback
Backend / infrastructure engineers
verifying large changes before merging code
Compatible AgentsThe repository documents support for these agents. The skills may also work with other agents that can load SKILL.md files, but they may need some setup or small changes.
Want to install it?
Claude Marketplace · Claude Plugin · Clone to Claude · Clone to Codex · Manual Copy · NPX Skills AddRepository instructions