agentos

AgentOS CLI - Autonomous agent framework with ROMA planning, HTAA tool grouping, MOSAIC safety, InfiAgent memory, and REDEREF reflection. Use for complex task automation.

Safely handle requests to install all Kali tools on Ubuntu/Debian hosts; detect incompatibility, avoid breaking base system, rollback repo changes, and pivot to container/chroot/VM strategy.

Bring up OpenClaw Telegram channel and debug "bot online but not replying" by separating channel transport issues from LLM/auth issues.

Deploy Supabase self-hosted on Ubuntu with Docker, handle Compose package quirks, initialize secure .env, bring up stack, and verify DB connectivity for app use.

Systematic exploratory QA testing of web applications — find bugs, capture evidence, and generate structured reports

Microsoft open-source frontier Voice AI — ASR (speech-to-text) and TTS (text-to-speech). Handles 60-min audio, multilingual, speaker diarization.

Direct browser control via CDP (Chrome DevTools Protocol). Connects to the user's already-running Chrome for automation, scraping, testing, and web interaction.

Large-scale system design reference. Use when designing distributed systems, scaling applications, or preparing for system design interviews. Reference concepts like CAP theorem, caching strategies, load balancing, database sharding, and more.

Curated collection of Codex CLI and API skills for automating workflows. Covers deployment, code analysis, content generation, and more.

Engineering skills for real-world coding agents. Use for grilling sessions before development, TDD, code architecture, issue triage, and PRD creation. Based on decades of engineering experience.

Discover and install agent skills from the skills.sh marketplace. Use when user asks "find a skill for X", "is there a skill for Y", or wants to extend agent capabilities with existing skills.

Use when implementing any feature or bugfix, before writing implementation code. Enforces RED-GREEN-REFACTOR cycle with test-first approach.