Product & Planning

jostelzer Bundle

Produce source-grounded scientific narrative reviews, or audit the claims and references of a supplied draft, using live literature discovery, verified bibliographic records, independent claim checking, and evidence receipts. Supports chat and journal PDF output.

jovd83 Bundle

Audit implemented or generated API code against an authoritative contract (OpenAPI, AsyncAPI, JSON Schema, protobuf, or PRD). Use to detect endpoint drift, missing operations, schema mismatches, status-code errors, auth/header gaps, or contract ambiguities before merge or client generation.

jpkovas Bundle

Use when the user asks for a full read-only repository audit, security/performance/architecture review, file-by-file analysis, or technical debt map where project code must not be changed. Produces one `improvements.md` with traceable findings, sanitized security evidence, progress tracking, complete backlog, and phased remediation plan.

jpkovas Bundle

Use when auditing roadmap status, stale or abandoned work, legacy dependency drift, tech debt phases, or planned vs delivered gaps. Diagnose reality vs plan and normalize next execution phases.

juancruzrobledo Bundle

Genera el AGENTS.md / CLAUDE.md canónico del proyecto a partir de la KB y el roadmap: stack tecnológico, referencia a knowledge-base/, skills disponibles por agente, roadmap de changes (CHANGES.md) y las reglas duras del proyecto. Interactivo SOLO para confirmar las reglas duras (stack-aware, derivadas del stack real); el resto es determinístico. NO repite las instrucciones del CLAUDE.md global que el stack ya instaló — emite únicamente lo específico del proyecto. Trigger: cuando el usuario pide crear/generar/actualizar AGENTS.md o CLAUDE.md, "armar las reglas del proyecto", "instrucciones para los agentes", "generar claude.md", o tras correr kb-creator + roadmap-generator.

juancruzrobledo Bundle

Thin orchestrator for the project foundation flow. Runs `openspec init`, then dispatches each foundation phase to its dedicated sub-skill in §4.2 order: kb-creator → roadmap-generator → find-skill → skill-registry → agent-instruction. Owns the shared state file (.jr-orchestrator-state.json) and the `step` field only. Trigger: /jr-orchestrator:init, /jr-orchestrator:kb, /jr-orchestrator:rules, /jr-orchestrator:openspec, /jr-orchestrator:devops, /jr-orchestrator:find-skill — or when the user wants to start a new project from scratch using the SDD/OpenSpec foundation flow.

juancruzrobledo Bundle

Generates CHANGES.md — an operational index of all OpenSpec changes for a project, with dependency tree, parallelism gates, critical path, multi-agent plan, and per-change scope, governance level, dependencies and "Leer antes" pointers to the knowledge base. Fire-and-forget, no questions asked. Trigger: When user asks to create, build, regenerate, or update CHANGES.md, roadmap, change map, implementation plan; or says "armar CHANGES", "armar roadmap", "crear mapa de changes", "generar plan de implementación", "qué changes necesito", "índice de changes".

julijakvetna Bundle

Comprehensive Business Analyst lifecycle assistant for enterprise software delivery projects. Use this skill whenever the user is working on any BA activity — requirements gathering, process mapping, backlog creation, user stories, gap analysis, test planning, UAT, release notes, training materials, stakeholder management, RAID logs, sprint ceremonies, change requests, traceability matrices, wireframes, BPMN diagrams, or meeting analysis. Also trigger when the user mentions: As-Is/To-Be process, project vision, delivery map, Epic writing, acceptance criteria, validation questions, requirements register, demo scripts, FAQ writing, Context Guardian checks, or any artifact related to a software delivery project. This skill routes to 24 structured BA prompts covering the full project lifecycle from initiation through release — invoke it proactively whenever delivery team productivity or BA outputs are the goal.

julijakvetna Bundle

Product Owner assistant for managing and growing an existing live product. Use whenever a PO needs: product health diagnosis, customer feedback synthesis, churn analysis, opportunity assessment, technical debt prioritisation, feature kill decisions, competitive response, quarterly OKR planning, roadmap review, backlog grooming, A/B test design, growth experimentation, pricing review, stakeholder updates, or product lifecycle phase assessment. Trigger when the user mentions: metrics dropped, churn increased, NPS fell, competitor launched, backlog is messy, quarterly planning, roadmap update, retention problem, A/B test, growth plateau, feature kill, pricing review, stakeholder update, sprint planning, or any activity on a live product. Prompt #00 (PO Navigator) identifies the right starting prompt based on current situation — trigger first when the PO is unsure what to work on. All 16 prompts embed 🎓 coaching notes.

julijakvetna Bundle

Product Owner lifecycle assistant for building new products from scratch — from raw idea to post-launch analysis. Use whenever a PO is working on a new product initiative: customer interviews, personas, JTBDs, market sizing, competitor mapping, SWOT, product/market fit hypotheses, MVP selection, go-to-market plans, acquisition funnels, OKRs, North Star Metrics, hypothesis-driven backlogs, roadmaps, launch readiness, or post-launch analysis. Trigger when the user mentions: ICP, JTBD, North Star, PMF, product-market fit, AARRR, AIDA-R, WSJF, Horizon framework, pivot or persist, TAM SAM SOM, MVP type, concierge MVP, fake door, Wizard of Oz, acquisition funnel, cohort analysis, OKR Key Result, or any activity in the new product discovery-to-launch cycle. Prompt #00 (PO Navigator) guides inexperienced POs through the full journey — trigger first if the PO is new. All 16 prompts embed 🎓 coaching notes explaining the "why" behind each framework and decision.

evidenso Skill

MUST use BEFORE writing or answering yourself for ANY request involving users, customers, a market, or product decisions — drafting a PRD, requirements or spec, prioritising features, roadmaps, user research, interviews, surveys, market and competitor analysis, customer journeys, design feedback, comparing options, or hearing people discuss or debate a topic. Never answer from general knowledge and never simulate, role-play, or invent people's opinions yourself — route the request to the correct Evidenso research tool instead.

ex-git Bundle

REQUIRED for every code-related task. Read SKILL.md before acting, then start the reply with workflow triage. Use `Workflow mode: Lightweight — <reason>; success: <outcome>; plan: no.` for clear localized changes and read-only review or discovery. Use the Full triage block and persisted plan for risky, coupled, cross-session, or contract-changing implementation. Escalate from Lightweight before target-file edits when discovery reveals Full-mode risk. Focused delegated agents follow Delegated Mode instead.

f Skill

Discover and verify app deeplinks for the awesome-deeplinks repo by combining scripts/extract_deeplinks.py Info.plist extraction, bundle/source-code inspection, and web documentation research. Use when Codex needs to research app URL schemes, inspect internal handlers, find non-web custom deeplink routes, enhance routes with official docs or web evidence, update README deeplink tables, or avoid noisy ordinary web URL rows.

fastmoss Bundle

Use when working with FastMoss MCP data for TikTok Shop product scouting, creator discovery or outreach, competitor comparison, shop diagnosis, viral attribution, video deconstruction, or short-video content strategy.

fatecannotbealtered Bundle

Reads a Dedao (得到) account's owned learning content and manages notes through GetNote's official OpenAPI. Use for 得到/Dedao libraries, courses, ebooks, audiobooks, article text, comments, personal notes, topics and discovery; also use for GetNote/得到笔记 requests to save, list, read, search, update, delete, tag, share, or organize notes in knowledge bases. Dedao remains read-only. Every GetNote write requires dry-run then a payload-bound confirmation token.

fatecannotbealtered Bundle

Kibana log query CLI for AI Agents that searches and aggregates ELK logs through Kibana Console Proxy. Triggers for Kibana, ELK, log search, log aggregation, trace-id lookup, index-pattern field discovery, multi-system context switching, and Kibana diagnostics.

felipereisdev Bundle

Analyzes a codebase and breaks down a goal into implementable user stories with clear acceptance criteria. Use when planning a new feature, estimating work, or creating a development roadmap. Outputs structured stories to .context/[goal-slug]-plan.md ordered by dependency. Filename is generated from the goal (kebab-case, 3-5 words). Do NOT implement anything - only analyze and plan.

bookingdesk-ai Bundle

Use local All Routes APIs, repo-backed handlers, and optional local MCP for airport, airline, route-map, timetable-context, and dataset-health lookups without hosted credentials. Use when route discovery must stay grounded in this repo and work without the hosted All Routes MCP server.

boringdata Bundle

Content fetching, URL discovery, and workflow automation

brainqub3 Bundle

Use this skill whenever the user asks to understand, map, audit, reverse-engineer, document, or reason about the architecture of an existing codebase, especially a vibe-coded, prototype, legacy, inherited, or poorly documented repo. This skill guides an agent to discover the architecture as it actually exists, not as it was intended, by combining static inspection, dependency and entrypoint discovery, safe execution, evidence-backed flow tracing, upfront scoping questions, and a timestamped readable HTML as-built architecture report.

brandonuttley Bundle

Use whenever the user is planning, running, recovering, or producing artifacts for any project, program, or marketing initiative — including CRM migrations, ERP rollouts, system implementations, transformations, launches, vendor/RFP selection, stalled or inherited projects, stakeholder tangles, scope changes, or anywhere they say 'I have no idea where to start,' 'where do I begin,' 'this project is a mess,' or 'I need to write up a [charter / RAID log / status report / scope memo / campaign brief / RFP scorecard / etc.].' Engage proactively when the user is wrestling with a multi-stakeholder effort, even if they don't frame it as project management. Produces real artifacts populated for the user's situation, surfaced through diagnostic conversation rather than dumped on first request. A PMP-grounded toolkit drawn from Brandon Uttley's 20+ year career across enterprise transformations, agency leadership, and startup growth.

breakthrough-edu Bundle

Turns an overwhelming WhatsApp backlog into a one-page daily action board with a ready-to-edit draft reply for each conversation that actually needs the user today. Everything stays on their machine, and nothing is ever sent automatically. Use when the user wants their WhatsApp triaged ("triage my whatsapp", "help me clear whatsapp", or complaining about hundreds of unread chats), wants the one-time export set up ("set up whatsapp export"), asks for an update later the same day or to refresh a board built on a stale export, asks to look further back or pull in one older conversation ("go back a week", "show me the last month"), wants the drafts to sound like them ("set up my tone profile", "update my tone profile"), hits a run that failed and needs diagnosing, or asks why the board behaves the way it does (why a row copies instead of opening, where a conversation or voice note went). The read window stays narrow by default and widens only on the user's explicit ask.

breferrari Bundle

Take the next task from ROADMAP.md and ship it end to end. Use when starting work with no specific task named, or when the user says "take next", "next task", "what's next and do it", or "keep going". Enforces one task per pass, a failing test per invariant, and a recorded trail.

brooksy4503 Skill

AI agent-focused RSS feed discovery tool with JSON output. Use when Claude needs to discover RSS/Atom feeds from websites for monitoring, aggregation, or content syndication purposes. Triggered by: "find RSS feed", "discover RSS", "find Atom feed", "get RSS URLs", "find feeds from [URL]", or when working with content aggregation, feed readers, or RSS monitoring workflows.

browserbase Skill

Use the browse CLI for Browserbase browser automation, Browserbase cloud APIs, Browserbase Functions, templates, web fetch/search, diagnostics, and Browse.sh skill discovery/installation. Use when the user asks to navigate pages, inspect browser state, run local or remote browser sessions, manage Browserbase resources, call Browserbase Functions, browse or scaffold Browserbase templates, fetch or search web content, diagnose browse setup, find or install a skill for a website task, discover site-specific Browse.sh skills, or install/refresh this browse skill.

joemccann Skill

Semantic web search, similar page discovery, and content extraction via Exa AI API. Use when the user needs meaning-based search (not keyword matching), wants to find pages similar to a URL, or needs clean content extraction from web pages. Requires EXA_API_KEY environment variable.

joeseesun Bundle

Generate AI-implementable product requirement documents (PRDs) from one-line product ideas, vague app/site/tool requests, or feature concepts. Use when the user asks for PRD, 产品需求文档, 需求文档, AI 可执行 PRD, 产品规格, MVP 方案, app/site/tool planning, or developer handoff docs for AI coding assistants.

johnisanerd Bundle

Find companies that use Ashby, and check whether any specific company has an Ashby job board, with the Apify Ashby Job Board API Actor (johnvc/ashby-job-board-scraper). Discovery mode returns one row per company hiring through Ashby: company name, board slug, board URL, and a live open-jobs count, drawn from a bundled directory of 2,700 plus verified boards and re-probed at run time so dead boards are skipped and never billed. Feed it your own prospect list instead and plain company names are matched to board slugs automatically; a miss returns a clear not-found row with did-you-mean suggestions. Use when someone asks for companies that use ashby, a list of companies using ashbyhq, ashby customers, who hires through Ashby, to check if a company uses Ashby, or to build ATS-based sales intelligence and recruiting target lists. Hiring through Ashby skews to fast-growing startups, so the directory doubles as a growth-company lead list. Billed per verified company row, no start fee, MCP-ready for AI agents.

johnisanerd Bundle

Find companies that use isolved, and check whether a specific employer has an isolved job board, with the isolved Jobs API Actor (johnvc/isolved-jobs-api). Discovery mode returns one row per employer hiring through isolved: tenant slug, careers URL, and a live open-jobs count, drawn from a directory rebuilt from isolved's own public sitemap index of every tenant and re-probed at run time so dead tenants are skipped and never billed. Feed it your own prospect list instead and tenant slugs or URLs are verified live, and a miss returns a clear not-found row. Use when someone asks for companies that use isolved, a list of employers using isolvedhire, isolved customers, who hires through isolved, to check if a company uses isolved or ApplicantPro, or to build ATS-based sales intelligence and recruiting target lists. isolved skews to United States small and mid-market employers, so the directory doubles as an SMB lead list. Billed per verified tenant row, no start fee, MCP-ready for AI agents.

johnisanerd Bundle

Find companies that hire on Paylocity with the Apify Paylocity Jobs API Actor (johnvc/paylocity-jobs-api) in discovery mode. Enumerates Paylocity recruiting boards from the public web archive and returns one row per company: company name, board GUID, board URL, live open-jobs count, locations, and departments. Filter the set with a discovery query, live-verify each board, and cap the run. Use when someone wants a list of companies using Paylocity, companies hiring through Paylocity, Paylocity customer or prospect lists for sales and sourcing, or a directory of Paylocity career sites to feed lead generation or market research. No API key, billed per company row delivered, and MCP-ready for Claude and other AI agents.

johnisanerd Bundle

Give an AI agent live local event data from Google Events with the Apify Google Events Scraper Actor (johnvc/google-events-api---access-google-events-data). One bounded call takes a query like events in Austin this weekend and returns structured listings, title, start_date, when, address, venue name and rating, and ticket_info seller links, ready for an agent to rank, summarize, or drop into a calendar. Use when the user wants google events ai, an events feed for an AI agent or assistant, event discovery inside Claude, a what is happening this weekend helper, a calendar copilot that suggests concerts or conferences, or wants to wire local events into an app or agent workflow. Pay-per-page billing, MCP-ready for Claude and other AI agents.

kingbootoshi Bundle

Creates and maintains an agent-owned goal ledger that pairs with long-running coding work, compaction recovery, chained engineering goals, or codebase status tracking. Use when the user says "$goal", "/goal mode", "start a goal", "continue this goal", "chain goals", "agent progress ledger", "flight recorder", "implementation notes", or asks the agent to save progress separately from a PRD. When the runtime exposes a native goal tool (for example Codex `/goal`), couple the file ledger to the runtime goal objective. Keeps `GOAL.md` as the contract and `implementation-notes.html` as the canonical readable state for progress, decisions, validation, compaction resume, blockers, and next-goal links.

konraddzbik Bundle

Direct, artifact-focused code review and architecture critique. Opens with the most important issue first, states findings as artifact-focused critique, never sugarcoats. Professional but uncompromising — critiques the code, not the person. Works in English and Polish. Invoke when user says 'critical review', 'review this', 'critique this', 'be direct', 'check this idea', 'verify this solution', 'validate this approach', 'is this correct', 'does this make sense', 'sanity check', 'second opinion', 'what am I missing', 'bez ściemy', 'powiedz wprost', 'straight talk', 'rip it apart', 'what's wrong with this', 'be honest', 'don't sugarcoat', 'co jest nie tak', 'szczera ocena', 'oceń to', 'przejrzyj to', 'daj prawdę', 'sprawdź to', 'zweryfikuj to', 'czy to ma sens', or any request for direct technical feedback, idea validation, or solution verification. Also invoke for code reviews, architecture critiques, plan reviews, and PRD feedback.

ksimback Bundle

End-of-session capture so the next session in the same project picks up cleanly. Writes a session log, updates a roadmap, archives history, handles in-progress git state, and ensures the project's CLAUDE.md pulls everything in next start. Use when the user says "wrap up", "stop here for today", "save this session", "let's pick this up next time", or invokes /wrapup.

kewang0622 Bundle

Use this skill when the user wants to find unexplored tool, app, or project ideas that nobody has built yet. Triggers: 'nobodybuilt', 'find me an idea', 'what should I build', 'viral tool idea', 'unexplored niche', 'blue ocean', 'surprise me with an idea', 'what hasn't been built yet', or when the user sends a screenshot/photo asking for tool ideas. Accepts text or images as input — analyzes screenshots of apps, photos of real-world problems, or Reddit/Twitter posts to identify gaps. Searches GitHub, Reddit, Product Hunt, npm, and AI directories for real gaps, scores ideas on 9 viral factors, then generates complete publish-ready code + README + launch strategy. Do NOT use for: building a specific tool the user already has in mind, code review, debugging, or general brainstorming unrelated to tool/product discovery.

juvojustin Bundle

Use WordPress as a headless backend for Astro projects through `wp-astrojs-integration`. Use this skill when an Astro project consumes WordPress content, defines content collections backed by WordPress, performs CRUD against the WordPress REST API, integrates WordPress auth, or works with the discovery catalog. Trigger when the user mentions WordPress, ACF, headless WP, live or static collections backed by WordPress, or `fluent-wp-client`.