Domain-agnostic TrueSkill batch ranking via LLM-as-judge. Ranks any list of text items using overlapping subsets dispatched to Codex Spark workers. Swappable rubrics. Use when you need to rank, score, curate, or sort a collection by quality.
Native macOS GUI automation via peekaboo 3.0+. AX-first hybrid with VLM fallback, FSM-based workflows with bug-specific transitions. Safari web automation, native app control, social media operations, system dialogs, cross-app workflows.
Video generation via fal.ai -- from quick one-off clips to multi-scene productions with keyframes, state tracking, and assembly. 10+ models including Kling 3.0, Veo 3.1, Sora 2, LTX-2.3. Two modes: light (fire-and-forget) and project (structured pipeline with gates).
Image generation, editing, and review via OpenRouter API. Five models from budget to premium. Style presets for series consistency, JSON structured prompts, reference image anchoring, system message support, prompt upsampling. Vision-based quality review loop. Zero dependencies beyond Python stdlib. Use when: generate, create, draw, design, illustrate, edit, or modify images.
Google Workspace CLI automation via gogcli. Gmail, Calendar, Drive, Docs, Slides, Sheets, and 9 more services. JSON-first output, composable pipelines.
Browser automation skill for AI coding agents. 25 Playwright-based tools for navigation, interaction, observation, and session management.
Search ChatGPT conversation exports using SQLite FTS5 (SQLite full-text search). BM25-ranked full-text search (relevance scoring) with TF-IDF keywords (term-weighted key phrases), date/role/model/language filtering, and conversation browsing. Use when agent needs to search past ChatGPT conversations by topic, find specific discussions, browse conversation history, or find conversations by extracted keywords. Do NOT use for non-ChatGPT knowledge bases — use a dedicated document search tool. Do NOT use for Apple Notes or Obsidian — use a dedicated document search tool.
End-to-end task orchestration across AI coding engines. Coordinates Claude, Codex, Codex Spark (the faster Codex variant), and OpenCode workers using dispatch-verify-synthesize workflows. Requires the upstream agent-mux CLI for worker dispatch. Use when work spans multiple dependent steps, benefits from model diversity, or needs structured quality verification.