AI Agent Skills

Distill a prompt artifact — inline prompt text, a markdown prompt file (system prompt, agent instructions, slash command), a skill directory, or a workflow — into its mi…

Refine an existing prompt artifact — inline prompt text, markdown prompt files (system prompts, agent instructions, slash commands), or a complete skill directory — agai…

Apply the MSW Kernel to a markdown document — a plan, spec, skill, prompt, or any other .md file. Derives the document's contract, judges every claim by the kernel's del…

Turn the last week of repository activity into a weekly report document. Use when the user asks for a weekly report.

Publish screenshots of an already-generated /human-review report to GitHub Pages — one full-page image per tab, light and dark, plus the feature video, committed and pus…

中文学术文献综述全流程生成。分四部分(研究背景与目的、文献梳理与分析、研究现状总结与评述、参考文献),开场先对齐题目、文献来源、输出格式与引用规范,搜文献前再确认文献规模、年份跨度、来源门槛与语种配比,清单经核验后一次性写完整篇再输出;文献可用户已有材料抽取、自己粘贴或 AI 联网搜索,写入正文的每一篇都要有真实出处,正文里的方法名与数…

Kỹ năng phân tích trang web/module/tài liệu và sinh ra tài liệu Yêu cầu (Requirements Document/User Stories) chuẩn mực — có gán mã REQ ID truy vết được, phát hiện Ambigu…

Structured co-authoring workflow for specifications, proposals, decision docs, PRDs, RFCs, and other substantial written artifacts. Use when Codex should help a user gat…

Deep-dive spec interviewer. Reads a file, GitHub issue, or requirement, analyzes it against the codebase, then conducts a rigorous 1-on-1 interview using AskUserQuestion…

Cadrer un projet par questionnement structuré et produire ou étendre `docs/PRD.md` selon un template fixe en 8 sections (Problème, Solution, Utilisateur cible, User Stor…

Configure a repository for Atelier's development workflow. Use only when explicitly invoked; inspect existing guidance, issue-tracker and domain-document conventions, pr…

Compact the current conversation into a handoff document for another agent to pick up.

Financial and statistics report listing and downloading from Google Play Console via GCS. Use when asked to view, list, or download financial earnings, sales, payouts, o…

End-to-end playbook for producing a top-tier, McKinsey-style market-research deck (HTML page-turning presentation + print-ready PDF) for a brand or product category. Cov…

One consolidated read on how good a paper is right now — top strengths, biggest risks, scores, and what to do next — by running the compliance, integrity, citation, conf…

File a GitHub issue on the kumo-coding-agent repo to report a gap, bug, or feature request for the Kumo data science agent (context docs, skills, or verticals). Use when…