Skill Claude CodeCodex
Use only when the user explicitly wants to build with the Agently framework (mentions Agently/agently/OpenAICompatible/TriggerFlow/ToolExtension/ChromaCollection, or says “用 Agently 做/用 agently 做”). Deliver runnable code plus regression tests validating schema/ensurekeys and streaming (delta/instant/streamingparse)…
Skill Claude CodeCodex
Write comprehensive PRDs for AI Agent products—covering agent identity, capability architecture (skills, tools, memory, RAG, workflows), behavior specifications, safety guardrails, and evaluation frameworks. Use when: designing conversational agents, autonomous agents, copilots, multi-agent systems, or any LLM-powered…
Skill Claude CodeCodex
A guide for delivering skills, agents, and workflows through capability-runtime, the runtime layer that executes these capabilities and reports their results.
Skill Claude CodeCodex
用 Skills Runtime SDK（Python）开发复杂业务 agent、skills、workflow 的编码智能体指南。用户一旦提到 skillsruntime、Skills Runtime SDK、overlay YAML、FakeChatBackend、AgentBuilder、Coordinator、skillrefread、skillexec、approvals/sandbox、WAL/replay、exec…
Skill Claude CodeCodex
Turn vague ideas into a validated design/spec through structured brainstorming. Use before any creative work - new features, UI/components, behavior changes, refactors, architecture decisions. Trigger whenever a user asks to brainstorm, define requirements, propose approaches, write a design doc, or says something…
Skill Claude CodeCodex
Extract complete, replicable engineering specifications from existing codebases. Produces documentation detailed enough to fully replicate a project without seeing the original source code—even using a different tech stack. Use when: analyzing existing projects, documenting legacy systems, creating technical specs…
Skill Claude CodeCodex
Trace and document the complete call chain / data flow of any feature or process in a codebase. Use this skill whenever the user asks to understand how a feature works end-to-end, trace a call chain, analyze code flow, map data flow across layers, reverse-engineer a process, or asks questions like "how does X call Y"…
Skill Claude CodeCodex
A toolkit for safely controlling interactive command-line programs inside tmux, a terminal tool that keeps programs running in separate panes.
Skill Claude CodeCodex
Send a critical mobile push through Day.app (Bark) with one GET request. Use when a task finishes, fails, is blocked, or needs immediate alerting, and you should summarize task name and summary from current task context before sending.
Skill Claude CodeCodex
Tools and instructions for reading and editing Microsoft Word DOCX files while preserving document structure. DOCX is the standard file format used by modern Microsoft Word documents.
Skill Claude CodeCodex
Render and view webpages using a headless browser (Playwright) to fetch JS-rendered HTML, extract visible text, and optionally save full-page screenshots. Use when a user asks to “无头浏览器打开/查看网页”, needs the rendered DOM instead of raw curl HTML, or wants a screenshot of a page.
Skill Claude CodeCodex
An iterative coding workflow that repeatedly sends the same task to Codex, while preserving progress in files and Git history. It stops when a stated completion signal, iteration limit, or cancellation condition is reached.
Command
Cancel active Loopback loop.
Command
Start Loopback iteration loop in current session.
Skill Claude CodeCodex
Tools and instructions for working with PDF files without relying on an online document service. A PDF is a fixed-layout document commonly used for sharing, printing, and official forms.
Skill Claude CodeCodex
A set of instructions for reading, editing, rearranging, unpacking, and creating PowerPoint presentation files without relying on an online service.
Skill Claude CodeCodex
Transform PRD (Product Requirements Document) into actionable engineering specifications. Creates detailed technical specs that developers can implement step-by-step without ambiguity. Covers data modeling, API design, business logic, security architecture, deployment, and agent system design. Use when: converting…
Skill Claude CodeCodex
A documentation workflow that turns a product requirements document (PRD) into detailed UI and UX specifications for frontend implementation. It defines shared foundations, reusable components, page behavior, data and event rules, accessibility, and acceptance checks.
Skill Claude CodeCodex
Write complete, unambiguous PRDs that development teams can implement without guesswork. Includes requirement discovery framework, structured documentation methodology, completeness checklists, and common pitfall avoidance. Use when: writing new PRDs, reviewing PRD drafts, validating requirement completeness…
Skill Claude CodeCodex
A code-repository compliance audit that checks project rules, documentation, testing evidence, reproducibility, secrets, and repository cleanliness, then produces Markdown and JSON reports.
Skill Claude CodeCodex
End-to-end source code repository deep dive and review. Use when you need to understand a repo’s architecture, core abstractions, entrypoints and execution flow, extension points, and operational/developer setup; and when you must deliver a structured report (Markdown + standalone HTML) with diagrams (Mermaid)…
Skill Claude CodeCodex
Create new high-quality agent skills with a standalone, repeatable workflow (no dependency on other skills). Use when you want to go from a vague skill idea → narrow scope → extract expert frameworks → write SKILL.md + examples/evals/index/changelog artifacts → self-validate with test prompts.
Skill Claude CodeCodex
Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, update or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.
Agent
Analyze blind comparison results to understand WHY the winner won and generate improvement suggestions.