Product & Planning

dj931567261 Skill

This skill should be used when the user says "找 bug" / "看一下有没有 bug" / "smart-qa" / "/smart-qa" / "帮我测一下这个项目" / "智能 QA" / "推断业务流程测一下"，or asks for an autonomous bug-hunt where they DON'T already know what to test. Distinct from `qa` (blind exploration) and `devtest` (verifies a specific change). smart-qa READS the project source — prefers PRD/requirements docs, falls back to code (activities, routes, click handlers, API calls) — then proposes a focused test plan for confirmation before driving the app. v1 stops after the user confirms the plan and hands off to the existing `qa` skill for execution. v2 (planned) adds per-step assertions.

drn Bundle

Create reviewed Codex goal setup packages for long-running /goal work. Use when the user wants to turn an idea, backlog, project mission, or vague objective into durable goal files under a project goals slug folder, with Plannotator review gates for brief, narrative plan with acceptance criteria, verification, blockers, and the final /goal prompt.

florianbruniaux Bundle

Build or resume a source-backed YouTube research session that checks the local yt-insights corpus first, asks before discovery and acquisition, grows the corpus only with explicit approval, reassesses coverage, and optionally exports a dossier. Use for evolving research topics, freshness checks, or research dossiers. Do not use for a simple read-only corpus lookup.

ghosttypes Bundle

Comprehensive pytest testing framework skill for Python. Use when working with pytest tests, fixtures, parametrization, markers, assertions, configuration, plugins, or test discovery. Covers pytest 9.x with full API reference, how-to guides, best practices, and examples for writing, running, and debugging Python tests.

hernamesbarbara Skill

Strip assistant meta-noise and decision-log chatter from project management assets stored either as local documents or GitHub issues. Produces clean, confident, implementation-ready writing that reads as if written by a domain expert. Invocable via slash command or implicit discovery by an AI coding agent automatically. Use this to scrub AI-drafted specs, issues, notes, plans, or memos after interactive chat sessions with AI coding assistants.

storyverse2025 Skill

Use for 7-layer Q&A script framework discovery and project dossier generation.

sukilll Skill

以资深 UX 专家身份走查产品体验问题。阅读 PRD 理解产品目标， 系统性检查用户流程、UI 一致性、错误处理等体验问题并汇总报告。 Triggers on "UX走查", "体验问题", "用户体验检查", "walkthrough"。

tyrchen Bundle

Turn a feature idea or rough requirement into a complete, dependency-ordered spec set under ./specs — PRD, component designs, glossary, security/perf/test cross-cuts, key-decisions log, stakeholder roadmap, and engineer-facing implementation plan — cross-referenced with prior-art memos in ./docs/research and vendored code in ./vendors. Use whenever the user says "write the spec", "design this", "let's plan X", "produce a PRD / impl plan / roadmap", "restructure the specs", "review and re-organise the design", "think ultra hard and split this into phases", or describes a non-trivial system that needs a written design before code. Trigger even when the user does not say "spec" if they ask for phased delivery, milestone exit criteria, or a build-order graph.

tyrchen Skill

Implement one phase of ./specs/91-impl-plan.md end-to-end with high quality bars (correctness, elegance, performance), then run an independent code review against the relevant specs and fix every valid finding before declaring done. Use whenever the user says "build phase N", "implement the next phase", "land M0/M1/M2/M3", "follow the impl plan", "ship phase X entirely", "based on @specs/91-impl-plan.md think ultra hard and build phase X", or asks for a phase-shaped slice of the spec set. Trigger even when the user does not say "impl" if they reference an impl plan / roadmap milestone and ask Claude to build it.

tyrchen Skill

Turn a feature idea or rough requirement into a complete, dependency-ordered spec set under ./specs — PRD, component designs, glossary, security/perf/test cross-cuts, key-decisions log, stakeholder roadmap, and engineer-facing implementation plan — cross-referenced with prior-art memos in ./docs/research and vendored code in ./vendors. Use whenever the user says "write the spec", "design this", "let's plan X", "produce a PRD / impl plan / roadmap", "restructure the specs", "review and re-organise the design", "think ultra hard and split this into phases", or describes a non-trivial system that needs a written design before code. Trigger even when the user does not say "spec" if they ask for phased delivery, milestone exit criteria, or a build-order graph.

vechain Skill

Generate a Product Requirements Document (PRD) for a new feature. Use when planning a feature, starting a new project, or when asked to create a PRD. Triggers on: create a prd, write prd for, plan this feature, requirements for, spec out.

vechain Skill

Convert PRDs to prd.json format for the Ralph autonomous agent system. Use when you have an existing PRD and need to convert it to Ralph's JSON format. Triggers on: convert this prd, turn this into ralph format, create prd.json from this, ralph json.

webmaxru Bundle

Build, validate, test, and update registries and catalogs that follow the Agentic Resource Discovery (ARD) specification. Use this whenever the user works with an ai-catalog.json, a capability manifest, an ARD/AIR catalog or Agent Registry, urn:air: identifiers, trustManifest/attestations, representativeQueries, or an Agent Finder / discovery service — including authoring a new manifest, scaffolding one, fixing schema or URN errors, running conformance/validation, probing a registry's /search, /explore, or /agents REST endpoints, reviewing trust and federation metadata, or preparing to publish at /.well-known/ai-catalog.json. Trigger it even when the user only says "ARD", "agentic resource discovery", "AI catalog manifest", "agent registry", or "make agents discoverable" without naming the file.

yichengyang-ethan Skill

用于先搞清楚“有哪些数据可看、怎么搜索目标市场、怎么落地数据样本”的技能。只做数据发现与取数，不做策略假设。

jfrog Bundle

Use this skill when the user asks to set up, configure, bind, or connect a package manager (npm, pip, uv, pipenv, maven, gradle, go, docker, helm, ...) to JFrog Artifactory via `jf setup` and `.jfrog/local/package-resolution.json`; when a workspace manifest exists with no matching binding entry; or when a session hook reports package-manager config missing. Skip when the binding already has the same repo key. Never pick a repo by discovery; use resolver output only (unless the user names or asks to browse repos). On unresolved or failed setup, ask with the failure verbatim — never switch servers. NOT for installing packages, general Artifactory repo operations (use the base jfrog skill), or MCP server setup (use jfrog-mcp-management).

awslabs Bundle

Migrate workloads from Heroku to AWS. Triggers on: migrate from Heroku, Heroku to AWS, move off Heroku, migrate Heroku app, migrate Heroku Postgres to RDS, migrate Heroku Redis to ElastiCache, migrate Heroku Kafka to MSK, migrate dynos to Elastic Beanstalk, migrate dynos to Fargate, Heroku migration, move from Heroku to AWS, migrate Heroku Private Space, Heroku to Elastic Beanstalk, Heroku to ECS, Heroku to Fargate, leave Heroku, migrate off Heroku platform, what-if workshop, reprice Heroku migration, compare migration scenarios, workshop mode. Runs a 6-phase process: discover Heroku resources live via the authenticated Heroku CLI (read-only, consent-gated) and/or from Terraform files, Procfile/app.json, and optional billing exports, clarify migration requirements, design AWS architecture, estimate costs, generate migration artifacts, and collect optional feedback. After Estimate, an optional what-if workshop can reprice region/HA/compute/Graviton scenarios without re-discovery. Clarify must finish before Des

cleanexpo Skill

Use when the user wants a comprehensive, neutral, citation-grounded article, report, briefing, or explainer researched from scratch on a topic — invoked as /storm or by asking to "STORM" a topic. Reproduces the Stanford STORM method (perspective discovery + retrieval-grounded multi-perspective Q&A → outline → grounded long-form write-up). Not for quick factual lookups, opinion pieces, or topics that need private/internal data.

fy-agent Skill

Guides collaborative requirements discovery before implementation. Creates task directory, seeds PRD, asks high-value questions one at a time, researches technical choices, and converges on MVP scope. Use when requirements are unclear, there are multiple valid approaches, or the user describes a new feature or complex task.

jy0xlu Bundle

Use when a task needs controlled capability discovery and adoption across official plugins, local skills, and trusted GitHub projects.

secondorderai Skill

Use this skill whenever the user wants to generate implementation tickets from an existing PRD, break a PRD into engineering tickets, create ticket files from a product spec, or turn a requirements document into actionable work items. Triggers include: 'create tickets from PRD', 'break this into tickets', 'generate tickets', 'write tickets for this PRD', 'turn this PRD into tickets', 'make implementation tickets', 'ticket this up', or any request to take an existing PRD or product spec and produce individual implementation tickets. The PRD can be a local file (markdown). Also use when the user has just finished writing a PRD and wants to generate tickets from it. Use this skill even if the user just says 'create the tickets' or 'ticket this' when a PRD file is referenced. Do NOT use for writing PRDs from scratch.

sones3 Skill

Turn the current conversation context into a PRD and submit it as a GitHub issue. Use when user wants to create a PRD from the current context.

vinayakkulkarni Bundle

Nuxt agent-readiness guidelines for making a site operable by autonomous AI agents — not just cited by them. Covers the isitagentready.com standards: Markdown content negotiation, RFC 8288 Link headers, RFC 9727 API catalogs, Agent Skills discovery indexes, WebMCP browser tools, MCP Server Cards, OAuth/OIDC agent auth discovery, and DNS-AID. Triggers on tasks involving agent-ready, isitagentready, MCP, WebMCP, model context protocol, agent skills, API catalog, well-known discovery, agent auth, DNS-AID, A2A, or agentic commerce.

justinqwerty Bundle

Plan, conduct, and analyze UX research using proven methodologies. Use when planning user research, writing interview scripts, creating test plans, recruiting participants, analyzing qualitative data, or synthesizing findings into actionable insights. Covers generative, evaluative, and continuous discovery research with specific frameworks, scoring rubrics, and templates.

kurone-kito Bundle

Draft or refine IDD-ready GitHub issues, roadmap issues, and sub-issues before the normal IDD execution loop begins. Use when a request is too large or ambiguous for one reviewable change, when work needs decomposition or dependency encoding, or when the user asks for issue drafting, roadmap planning, or parallelizable task breakdown.

limecloud Bundle

朋友圈文案大师。精通社交货币与情绪价值，将广告转化为社交语言。 四模式硬路由：CREATE 创作 / DIAGNOSE 诊断重写 / BATCH 批量生成 / CALENDAR 内容日历。 内置MQS六维评分（社交货币/钩子力/人设温度/折叠线/互动设计/视觉协同 30分制）、 20大场景精准路由、人设画像匹配矩阵、金句锻造工坊、12项Self-Check闭环自检。 当用户需要写朋友圈文案、诊断现有文案、批量生成内容、打造个人IP、微商卖货、私域转化或分享日常时触发。 触发词：写朋友圈、发朋友圈、微商文案、朋友圈带货、人设打造、朋友圈种草、 朋友圈文案、朋友圈诊断、文案评分、内容日历、发圈节奏、朋友圈规划、 私域文案、社交货币、朋友圈互动、评论区运营、朋友圈涨粉

limecloud Bundle

IP知识库构建引擎。给我任何形式的IP原始素材（访谈录音转写、个人介绍、聊天记录、简历、文章、视频文字稿），我输出一份结构完整、可直接投入AI智能体使用的个人IP知识库文档。基于深澜智能多个真实IP案例提炼的六层知识库方法论（深澜智能·楚川原创知识产权）。触发场景：用户上传任何IP相关原始素材并要求"整理知识库"、"建知识库"、"做IP知识库"、"整理成知识库"、"帮我建IP档案"时立即触发。也适用于：已有知识库需要升级/补充/改版的情况。

limecloud Bundle

文章排版大师。将原始文章内容排版为视觉精美、阅读舒适、适配多平台的成品格式。 支持Markdown/HTML/排版规则指南三种输出模式，按场景自动切换。 内置标题层级系统、段落节奏引擎、配色方案库、图文混排指导和多平台适配规范。 当用户需要文章排版、美化排版、公众号排版、排版优化、格式美化、 图文排版、文章格式化、内容美化、版式设计时触发。 触发词：排版、美化、格式化、排版优化、公众号排版、文章排版、 图文排版、版面设计、内容美化、格式美化、排版规范

lunartech-x Skill

Use this skill whenever the user wants to search, verify, screen, compare, or organize real academic papers and return traceable paper addresses or links, especially for literature reviews, core-paper lists, recent papers, high-quality paper screening, CNKI traceability, DOI/publisher pages, Google Scholar discovery, top conference/journal screening, or when the user explicitly asks for “真实文献”, “文献地址”, “可追溯链接”, “核心文献”, “筛选优秀文献”, “国外优秀文献”, or “顶会顶刊”. If the topic is broad or underspecified, use this skill to narrow the scope first before searching.

lyston11 Skill

Guides collaborative requirements discovery before implementation. Creates task directory, seeds PRD, asks high-value questions one at a time, researches technical choices, and converges on MVP scope. Use when requirements are unclear, there are multiple valid approaches, or the user describes a new feature or complex task.

vfarcic-dot-ai Skill

Create changelog fragment for release notes. Invoke during /prd-done workflow during the first push to the PR.

englandtong Bundle

Keep a drifting or half-finished project under control with one compact, conflict-checked delivery state, right-sized scope, bounded autonomy, and independent QA acceptance. Use for non-technical requirement guidance, Legacy Bootstrap, Small/Medium/Large sizing, Lite/Standard/Full governance, Controller-Developer-QC routing, Milestones, Work Orders, QA acceptance, drift recovery, target rebaseline, roadmap review, or reducing token and document overhead. Typical triggers include 项目做了一半 / 不知道该不该继续 / 范围蔓延 / 想加新方向 / 想重开一个项目, scope creep, we keep adding features, too many documents and no working code, docs outweigh code, governance overhead is too high, 治理内卷, which project should I kill, should I archive this, redefine done, change the target, rebaseline, is this really accepted, and we accepted it but never shipped. Also use for anti-involution doc budgets, archive discipline, stop-loss rules, Active Packet bootstrap, and accepted-but-never-released risk. For already-authorized ordinary coding loops, use agent-

mindfold-ai Skill

Guides collaborative requirements discovery before implementation. Creates task directory, seeds PRD, asks high-value questions one at a time, researches technical choices, and converges on MVP scope. Use when requirements are unclear, there are multiple valid approaches, or the user describes a new feature or complex task.

nibzard Skill

Manage project task lists stored in to-do.json and to-do.schema.json, including bootstrapping a backlog, selecting the highest priority task with jq, and updating task statuses. Use when Codex needs to read or update a JSON task list.

better-auth-ui Skill

Generate code using nx generators. INVOKE IMMEDIATELY when user mentions scaffolding, setup, structure, creating apps/libs, or setting up project structure. Trigger words - scaffold, setup, create a ... app, create a ... lib, project structure, generate, add a new project. ALWAYS use this BEFORE calling nx_docs or exploring - this skill handles discovery internally.

binhmuc Bundle

Search technical documentation using executable scripts to detect query type, fetch from llms.txt sources (context7.com), and analyze results. Use when user needs: (1) Topic-specific documentation (features/components/concepts), (2) Library/framework documentation, (3) GitHub repository analysis, (4) Documentation discovery with automated agent distribution strategy

binhmuc Bundle

Manage Model Context Protocol (MCP) servers - discover, analyze, and execute tools/prompts/resources from configured MCP servers. Use when working with MCP integrations, need to discover available MCP capabilities, filter MCP tools for specific tasks, execute MCP tools programmatically, access MCP prompts/resources, or implement MCP client functionality. Supports intelligent tool selection, multi-server management, and context-efficient capability discovery.