sunfmin

Reviews design briefs (markdown files describing a design project's goals, audience, constraints, and deliverables) for completeness and clarity. Checks whether the brief names: the audience, the success metric, the constraints (time / budget / technical),…

Extracts action items from raw meeting notes. Each action item is attributed to a person (or "unassigned") and given a due date if one was mentioned. Trigger when the user asks to "extract actions", "pull action items", "what did we agree to do", "list todos…

Drafts a structured PRD note from any kind of rough input — meeting notes, Slack quotes, bullet lists, mixed messy text. Output sections: Problem, Proposed solution, Open questions, Decided next steps, Risks. Trigger when the user asks to "turn this into a…

Reviews drafts (markdown files containing prose, blog posts, announcements, meeting summaries, launch notes, internal communications) for four common writing problems: wordiness, passive voice, abstract nouns where concrete verbs would work, and filler /…

Reviews drafts (markdown files containing prose, blog posts, announcements, meeting summaries, launch notes, internal communications) for four common writing problems: wordiness, passive voice, abstract nouns where concrete verbs would work, and filler /…

Use when the user says "autocraft", "build journeys", "test the spec", or "cover my spec". Use when the user has a spec.md with acceptance criteria and wants every criterion covered by real implementation plus independent verification — screenshot-verified…

Use before running XCUITest suites on macOS to prevent permission dialogs from blocking automated tests. Also use when tests hang, fail silently, or trigger "access data of other apps" dialogs. Required prerequisite for autocraft on macOS projects.

Render project UI to PNG from a TEST — not a script, main(), or one-off exec method — with least code, by mocking data at the LOWEST seam so every real project code path runs. Builds a reusable render-glue helper for future tests. Use when asked to render or…

Run an unattended, standing fleet that autonomously implements a repo's ready GitHub-issue backlog — dispatching worktree-isolated workers, gating each on CI, and auto-merging green PRs until stopped. Use when the user wants to go AFK on the issues ("launch…

Download files from URLs — and whole Hugging Face repos/models — using aria2: resumable, multi-connection (fast on big files), concurrent, with a live progress window (AriaNg in the browser). Use this INSTEAD OF `curl -O` / `wget` / `huggingface-cli download`…

Investigates macOS resource hogs — CPU, memory, disk I/O, GPU — AND network activity, and explains what is happening. For hotness it captures sample(1), vmmap, fs_usage, powermetrics traces to find hot code paths and root causes. For the network it runs the…

Handles images when the session model is blind to them (e.g. DeepSeek): the user's message contains an image — pasted into the terminal (the [Image #N] placeholder) or an image file path — convert it to text with qwen3.8-max via scripts/qwen_vision.py and…

Push the work in progress as a draft GitHub PR whose description is the handoff for the next agent.

Mandatory Node.js, TypeScript, and pnpm project conventions — ESM, tsconfig, tooling, and code style. MUST be invoked before writing, modifying, or scaffolding any TypeScript code in a project with package.json and tsconfig.json. Contains binding rules that…

Take a NEW Claude Code skill from idea to published-and-live, the way Felix ships them: grill the idea into a crisp skill-spec, scaffold a dedicated repo (skills/<name>/SKILL.md), author the SKILL.md, TEST that it actually triggers correctly (fires on the…

Python coding standards and toolchain — uv is the only entrypoint (never pip, python, venv, conda, poetry, or requirements.txt) and every fact has exactly one home. Applies to all Python work in any repository, to changing existing code as much as to writing…

Get a Hugging Face model or dataset onto local disk — the default way to download ANY HF repo, replacing plain `hf download` / `snapshot_download`. Use whenever the user wants weights or data fetched — "下载 <repo-id> 这个模型", "把这个模型/数据集拉下来", "download <org/name>…