Reviews code diffs and release-ready changes after implementation, runs on-demand project-wide code-quality audits with a 4-axis scorecard, executes approved implementation plans, extracts project-specific constraints from repository context, auto-fixes safe issues, and drives approved release, publish, push, release-reaction, and issue/PR follow-through. Also triages issues and PRs when the user mentions them. Not for exploring ideas, debugging, or document prose review.
Produces distinctive, production-grade UI for components, pages, and visual interfaces, with artifact-grounded screenshot iteration for real app polish. Not for backend logic or data pipelines.
Generate visually striking PPT slides via OpenAI's gpt-image-2 -- 10 curated styles (Spatial Glass / Tech Blue / Editorial Mono / Dark Aurora / Risograph / Wabi / Swiss Grid / Hand Sketch / Y2K Chrome / Retro Vector) plus a template-clone mode that mimics any user-supplied .pptx; ships an HTML viewer and a 16:9 .pptx. Use when the user asks to make a presentation, slides, deck, pitch deck, investor PPT, magazine-style PPT, or 做一份 PPT / 生成幻灯片 / 用 gpt-image 生成 PPT / 按这个模板生成 PPT.
Runs a budget-aware Agent Health audit for Codex, Claude Code, agent instructions, verifier surfaces, and AI maintainability when agents ignore instructions, hooks/MCP fail, validation is missing, or AI-written code is hard to maintain. Flags issues by severity. Not for debugging code or reviewing PRs.
Finds root cause of errors, crashes, regressions, screenshot-reported defects, unexpected behavior, and failing tests before applying any fix. Not for code review or new features.
Runs a six-phase research workflow to turn unfamiliar domains or collected sources into publish-ready output. Not for quick lookups or single-file reads.
Fetches any URL or PDF as clean Markdown for reading, quoting, citation, or downstream work. Handles paywalls, JS-heavy pages, X/Twitter, and Chinese platforms via proxy cascade. Not for local text files already in the repo.
Turns rough ideas into approved, decision-complete plans with validated structure before writing code. Covers new features, architecture decisions, and value judgments about whether to build, keep, or remove something. Not for bug fixes or small edits.