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llm-app-exploration
A pattern for LLM agents to explore and control any app — mobile or desktop. Accessibility-first, not vision-based. Share with your agent and go.
23stars
4forks
adbandroidapp-explorationautomationclaude-codellmmcpmobile-testingmodel-context-protocolux-research
Quality signals
ActiveNo testsNo CIThin docsNo licenseNew
InstallMCP + SKILLInstall as a Claude Code skill
Universal installANY TOOL
$ npx skillcity@latest ForrestKim42/llm-app-explorationAuto-detects the skill or MCP server in this repo and installs it for Claude Code, Codex, Cursor, Cline, OpenCode, Gemini CLI, Anti-Gravity, OpenClaw and Hermes.
Requires Node.js 18+ (ships with npx).
Or install manually
# Install into ~/.claude/skills/ mkdir -p ~/.claude/skills/llm-app-exploration curl -fsSL https://raw.githubusercontent.com/ForrestKim42/llm-app-exploration/main/SKILL.md -o ~/.claude/skills/llm-app-exploration/SKILL.md
Loading README…
Ask a simulated agent to run this skill. It loads the real SKILL.md and reasons over your task with NVIDIA.
llm-app-exploration — sandboxAI sandbox
Pick a quick prompt below or type your own — watch the agent execute this skill step by step.
guest@skillcity:~$Try a prompt