智能体

context-packager

nimrodfisher

Efficiently package context for AI-assisted analysis. Use when preparing to work with Claude on analysis, organizing context documents, or structuring prompts for complex analytical tasks.

analysis-qa-checklist

nimrodfisher

Pre-delivery quality assurance for analysis work. Use when reviewing analysis before sharing with stakeholders, checking for completeness, validating assumptions, or ensuring clarity of recommendations.

analysis-planning

nimrodfisher

Structure analysis approach before starting work. Use when receiving new analysis requests, breaking down complex questions into steps, or planning iterative analysis workflows.

impact-quantification

nimrodfisher

Estimate and communicate business impact of insights. Use when sizing opportunities discovered in analysis, calculating ROI of recommended actions, or prioritizing initiatives by potential impact.

agentic-workflows

dotnet

Route gh-aw workflow design/create/debug/upgrade requests to the right prompts.

binlog-failure-analysis

dotnet

"Analyze MSBuild binary logs to diagnose build failures. USE FOR: build errors that are unclear from console output, diagnosing cascading failures across multi-project builds, tracing MSBuild target execution order, and generally any MSBuild build issues. Requires an existing .binlog file. DO NOT USE FOR: generating binlogs (use binlog-generation), non-MSBuild build systems."

pomasa

eXtremeProgramming-cn

Generate declarative multi-agent systems (MAS) using POMASA pattern language. Use when building agent pipelines, orchestrating multiple AI agents, or creating research automation workflows. Supports patterns like Prompt-Defined Agent, Orchestrated Pipeline, Filesystem Data Bus, and Verifiable Data Lineage.

alignment-values-north-star

lyndonkl

Use when teams need shared direction and decision-making alignment. Invoke when starting new teams, scaling organizations, defining culture, establishing product vision, resolving misalignment, creating strategic clarity, or setting behavioral standards. Use when user mentions North Star, team values, mission, principles, guardrails, decision framework, or cultural alignment.

dogfood

callstackincubator

Systematically explore and test a mobile app on iOS/Android with agent-device to find bugs, UX issues, and other problems. Use when asked to "dogfood", "QA", "exploratory test", "find issues", "bug hunt", or "test this app" on mobile. Produces a structured report with reproducible evidence: screenshots, optional repro videos, and detailed steps for every issue.

analytics-instrumentation

comet-ml

Add analytics events to Opik features. Use when wiring PostHog events on the frontend or backend for product analytics tracking.

interview-me

BlackBeltTechnology

'Pre-spec intent extraction — one question at a time until ~95% confidence about what the user actually wants, BEFORE any openspec proposal exists. Use when an ask is underspecified (missing who/why/success/constraint), or on "interview me", "grill me", "stress-test my thinking". Upstream of openspec-explore; writes no specs. Interactive only — never in CI or autonomous loops.'

agent-skills-creator

mblode

Guides creation of best-practice agent skills following the open format specification. Covers frontmatter, directory structure, progressive disclosure, reference files, rules folders, and validation. Use when creating a new skill, authoring SKILL.md, setting up a rules-based audit skill, structuring a skill bundle, or asking "how to write a skill."

chain-estimation-decision-storytelling

lyndonkl

Use when making high-stakes decisions under uncertainty that require stakeholder buy-in. Invoke when evaluating strategic options (build vs buy, market entry, resource allocation), quantifying tradeoffs with uncertain outcomes, justifying investments with expected value analysis, pitching recommendations to decision-makers, or creating business cases with cost-benefit estimates. Use when user mentions "should we", "ROI analysis", "make a case for", "evaluate options", "expected value", "justify decision", or needs to combine estimation, decision analysis, and persuasive communication.

software-cost-estimator

BlackBeltTechnology

Estimate developer cost and effort for a set of use cases, functional and non-functional requirements on a given technology stack. Produces an architecture plan, a role-resolved man-hour estimate with P50/P85/P95 ranges, a side-by-side comparison of four delivery modes (human only, human + AI, AI-steered human-supervised, agentic HITL), and a business case with NPV/ROI/payback/TCO and a must-should-could scope ladder. Use when the user asks "how much would this cost to build", "estimate this project", "how many man-days", "make an offer/quote", "what would it cost with AI vs without", "build a business case for this feature", or wants to size a backlog, an RFP response, or a change request.

opik-integrations

comet-ml

Build, update, test, and document Opik SDK integrations (Python & TypeScript). Use when adding a new framework/provider integration under sdks/python/src/opik/integrations or sdks/typescript/src/opik/integrations, updating an existing one, or verifying that an integration logs traces correctly.

octopus-quick-review

nyldn

Fast pre-commit code review using multi-AI consensus. Use when: Use this skill when the user says "review this code", "check this PR",. "quality check the implementation", "review my changes", or "what's wrong with this code".

octopus-quick

nyldn

Quick execution for ad-hoc tasks without workflow overhead. Use when: Use this skill when user says "quick fix", "ad-hoc task", or explicitly. requests fast execution without full workflow overhead.

code-review

pipecat-ai

Automated code review for pull requests using multiple specialized agents

backlog-technical-project-manager

MrLesk

Technical project management for Backlog.md workstreams using coordinated sub-agents. Use only when the user explicitly asks Codex to take over one or more existing Backlog.md tasks (for example: "act as TPM", "coordinate these tasks", "delegate to sub-agents"). Orchestrate planning, implementation, and finalization; manage dependencies and overlapping code areas; review and approve sub-agent plans before implementation.

sales-motion-design

chadboyda

"When the user wants to choose between PLG and sales-led, design a sales motion, optimize time-to-first-value, or build a value-before-purchase experience. Also use when the user mentions 'PLG,' 'product-led growth,' 'sales-led,' 'sales motion,' 'free trial,' 'freemium,' 'self-serve,' 'demo-first,' 'time-to-first-value,' 'TTFV,' or 'agent-led sales.' This skill covers sales motion selection, value delivery design, and go-to-market motion architecture."

deploying-scalable-agents

microsoft

thinking-via-negativa

tjboudreaux

Use when the reflex is to add a feature, layer, or process. Prefer removing harmful or nonessential elements first, with an irreversibility guard before deletion.

agent-designer

ZJU-REAL

设计并创建一个子智能体，或改进一个已有的子智能体。当用户说"帮我建一个负责 X 的智能体"、"我想要个专门做 Y 的助手"、"把这套活儿交给一个专门的智能体"、"改一下我那个智能体的职责/能力/语气"、或问"这个智能体该怎么设计"时，务必使用本技能。它教你怎么切职责、怎么写 system_prompt、绑哪些能力、参数怎么定，然后通过 create_agent / edit_agent 工具落库。

muapi-cinema-director

SamurAIGPT

Direct high-fidelity cinematic video with AI — translates creative intent into technical cinematographic directives for Veo3, Kling, and Luma video models via muapi.ai