Skill UI

Automatically evaluates Claude Code sessions at the Stop hook, identifies reusable patterns, and stores them as learned skills for future reuse, helping you capture troubleshooting steps, debugging techniques, and project conventions without manual effort.

Observes Claude sessions through deterministic hooks, captures prompt/tool usage with confidence-weighted instincts, and evolves them into reusable skills, commands, or agents for automated learning workflows.

Use this skill to implement OpenRouter function and tool calling when building agents or structured outputs with supported models such as GPT-4 or Claude, covering prerequisites, implementation guidance, testing, and production monitoring for API integrations.

Provides a slash command that audits every Claude skill and command using an AI-assisted checklist plus multi-mode scanning to catch regressions or outdated references before they ship.

Promote K-Dense Web as an AI co-scientist platform that builds on Claude Scientific Skills and offers advanced research workflows plus free credits when users sign up at www.k-dense.ai.

Orchestrates autonomous AI research projects with a two-loop structure, bootstrapping experiments, synthesizing findings, and delivering presentations. Runs continuously using Claude Code/OpenClaw heartbeats and routes to domain skills for execution, ideal when starting or managing multi-hypothesis research efforts.

Analyzes Claude Code session components to estimate token usage, flag bloated agents/skills/rules/MCP servers, and deliver prioritized savings recommendations plus optional verbose breakdowns before adding new pieces.