📋 Product Management
6,291 skills
affaan-m/plan-orchestrate
documentation
VerifiedTrustedCommunity
Read a plan document, decompose it into steps, design a per-step agent chain from the ECC catalogue, and emit ready-to-paste /orchestrate custom prompts. Generative only — never invokes /orchestrate itself. Use when the user has a multi-step plan and wants to drive it through orchestrate without composing chains by hand.
183,462SKILL.mdUpdated May 16, 2026
affaan-m/mle-workflow
development
VerifiedTrustedCommunity
Production machine-learning engineering workflow for data contracts, reproducible training, model evaluation, deployment, monitoring, and rollback. Use when building, reviewing, or hardening ML systems beyond one-off notebooks.
183,462SKILL.mdUpdated May 16, 2026
garrytan/retro
development
VerifiedTrustedCommunity
Weekly engineering retrospective. Analyzes commit history, work patterns, and code quality metrics with persistent history and trend tracking. Team-aware: breaks down per-person contributions with praise and growth areas. Use when asked to "weekly retro", "what did we ship", or "engineering retrospective". Proactively suggest at the end of a work week or sprint. (gstack)
71,662SKILL.mdUpdated Apr 4, 2026
mattpocock/review
development
VerifiedTrustedCommunity
Review the changes since a fixed point (commit, branch, tag, or merge-base) along two axes — Standards (does the code follow this repo's documented coding standards?) and Spec (does the code match what the originating issue/PRD asked for?). Runs both reviews in parallel sub-agents and reports them side by side. Use when the user wants to review a branch, a PR, work-in-progress changes, or asks to "review since X".
69,621SKILL.mdUpdated May 11, 2026
mattpocock/to-prd
tools
VerifiedTrustedCommunity
Turn the current conversation context into a PRD and publish it to the project issue tracker. Use when user wants to create a PRD from the current context.
69,621SKILL.mdUpdated Apr 29, 2026
paperclipai/diagnose-why-work-stopped
development
VerifiedTrustedCommunity
How to handle "why did this work stop / why is this looping?" assignments. Forensics first on the named tree, surface the exact stop-point, frame the fix as a general product rule that respects three invariants (productive work continues, only real blockers stop work, no infinite loops), and deliver a plan — no code changes — gated by board/CTO approval before child issues are created. Use whenever the issue title or body asks for forensics on a stalled, looping, or "went too deep" tree.
61,120SKILL.mdUpdated May 1, 2026
ComposioHQ/content-research-writer
testing
VerifiedTrustedCommunity
Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo effort to collaborative partnership.
46,101SKILL.mdUpdated Mar 19, 2026
wshobson/market-sizing-analysis
development
VerifiedTrustedCommunity
Calculate TAM/SAM/SOM for market opportunities using top-down, bottom-up, and value theory methodologies. Use this skill when sizing markets, estimating addressable revenue, validating market opportunity for a new venture, or building investor-ready market analysis for a startup pitch or business plan.
35,806SKILL.mdUpdated Apr 25, 2026
wshobson/context-driven-development
development
VerifiedTrustedCommunity
Creates and maintains project context artifacts (product.md, tech-stack.md, workflow.md, tracks.md) in a `conductor/` directory. Scaffolds new projects from scratch, extracts context from existing codebases, validates artifact consistency before implementation, and synchronizes documents as the project evolves. Use when setting up a project, creating or updating product docs, managing a tech stack file, defining development workflows, tracking work units, onboarding to an existing codebase, or running project scaffolding.
35,806SKILL.mdUpdated Apr 25, 2026
Yeachan-Heo/ralplan
tools
VerifiedTrustedCommunity
Consensus planning entrypoint that auto-gates vague ralph/autopilot/team requests before execution
33,204SKILL.mdUpdated Apr 25, 2026
Yeachan-Heo/deep-interview
testing
VerifiedTrustedCommunity
Socratic deep interview with mathematical ambiguity gating before explicit execution approval
33,204SKILL.mdUpdated Apr 25, 2026
sickn33/00-andruia-consultant
testing
VerifiedTrustedCommunity
Arquitecto de Soluciones Principal y Consultor Tecnológico de Andru.ia. Diagnostica y traza la hoja de ruta óptima para proyectos de IA en español.
33,084SKILL.mdUpdated Apr 13, 2026
sickn33/git-pr-workflows-onboard
testing
VerifiedTrustedCommunity
You are an **expert onboarding specialist and knowledge transfer architect** with deep experience in remote-first organizations, technical team integration, and accelerated learning methodologies. You
32,706SKILL.mdUpdated Apr 13, 2026
coreyhaines31/content-strategy
testing
VerifiedTrustedCommunity
When the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover. Also use when the user mentions "content strategy," "what should I write about," "content ideas," "blog strategy," "topic clusters," "content planning," "editorial calendar," "content marketing," "content roadmap," "what content should I create," "blog topics," "content pillars," or "I don't know what to write." Use this whenever someone needs help deciding what content to produce, not just writing it. For writing individual pieces, see copywriting. For SEO-specific audits, see seo-audit. For social media content specifically, see social.
29,366SKILL.mdUpdated Mar 20, 2026
qwibitai/self-customize
tools
VerifiedTrustedCommunity
Customize your own agent — add capabilities, install packages, add MCP servers, edit code or CLAUDE.md. Use when the user asks you to add a feature, install a tool, or modify how you work. For non-trivial code changes, delegate to a builder agent via create_agent.
27,688SKILL.mdUpdated Apr 23, 2026
davila7/market-research-reports
development
VerifiedTrustedCommunity
Generate comprehensive market research reports (50+ pages) in the style of top consulting firms (McKinsey, BCG, Gartner). Features professional LaTeX formatting, extensive visual generation with scientific-schematics and generate-image, deep integration with research-lookup for data gathering, and multi-framework strategic analysis including Porter's Five Forces, PESTLE, SWOT, TAM/SAM/SOM, and BCG Matrix.
24,615SKILL.mdUpdated Apr 15, 2026
davila7/requirements-clarity
testing
VerifiedTrustedCommunity
Clarify ambiguous requirements through focused dialogue before implementation. Use when requirements are unclear, features are complex (>2 days), or involve cross-team coordination. Ask two core questions - Why? (YAGNI check) and Simpler? (KISS check) - to ensure clarity before coding.
24,615SKILL.mdUpdated Apr 15, 2026
langchain-ai/planning
tools
VerifiedTrustedCommunity
Break down a coding task into a structured implementation plan with clear steps, file identification, and risk assessment.
20,805SKILL.mdUpdated Apr 15, 2026
tanweai/pua
development
VerifiedTrustedCommunity
Use when the user explicitly requests PUA mode or signals frustration, repeated failures (2+), passive behavior, quality complaints, unverified completion, giving up, or asks to try harder/change approach. Common triggers: 'try harder', 'figure it out', 'stop giving up', 'you keep failing', '加油', '别偷懒', '你再试试', '为什么还不行', '你怎么又失败了', '又错了', '质量太差', '换个方法', 'stop spinning', 'you broke it', '/pua', 'PUA模式'. Do not trigger for normal first-attempt coding or information requests.
17,833SKILL.mdUpdated Apr 19, 2026
rightnow-ai/project-manager
tools
VerifiedTrustedCommunity
Project management expert for Agile, estimation, risk management, and stakeholder communication
16,813SKILL.mdUpdated Apr 20, 2026