Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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model-researcher
Add new/custom AI models to opencode.json. Use proactively for bleeding-edge releases, non-standard providers, self-hosted models, or custom endpoints.
Examples:
- user: "Add the new Claude 4.5" → websearch for API specs, add provider entry with baseUrl, verify model ID format
- user: "Use my local Ollama instance" → configure custom provider with http://localhost:11434, set model ID format
- user: "Configure this OpenAI-compatible proxy" → add provider with custom baseUrl, set apikey env var, verify compatibility
- user: "Model X just released, add it" → research provider documentation, find model ID and capabilities, add to config
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competenties
Toegang tot het Hogeschool Utrecht Open-ICT competentiekader voor het analyseren en begrijpen van studentcompetenties en beroepstaken. Gebruik deze skill wanneer je: (1) Informatie nodig hebt over HBO-I beroepstaken binnen specifieke architectuurlagen (Gebruikersinteractie, Organisatieprocessen, Infrastructuur, Software, Hardwareinterfacing) en activiteiten (Analyseren, Adviseren, Ontwerpen, Realiseren, Manage & Control), (2) Details wilt over de tien kernvaardigheden (Juiste kennis ontwikkelen, Kwalitatief product maken, Overzicht creëren, Kritisch oordelen, Samenwerken, Boodschap delen, Plannen, Flexibel opstellen, Pro-actief handelen, Reflecteren) en hun competentieniveaus (1-4), (3) Studentcompetenties wilt analyseren of beoordelen tegen het framework, (4) Beroepstaken wilt identificeren voor specifieke architectuurlagen en activiteiten, of (5) Niveau-gerelateerde beschrijvingen nodig hebt voor feedback, beoordeling of curriculumontwikkeling.
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designing-innovation-experiments
Turn Innovation PRDs into concrete experiment plans with explicit hypotheses, metrics, and evaluation methods for RAG quality, agents, and automation outcomes.
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roadmap-frameworks
Master product roadmaps including roadmap types (timeline, outcome-based, Now-Next-Later), communication strategies, and prioritization. Use when creating roadmaps, communicating strategy, prioritizing initiatives, or evolving product direction. Covers roadmap formats, communication tactics, and roadmap best practices from product leaders.
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parquet-optimization
Proactively analyzes Parquet file operations and suggests optimization improvements for compression, encoding, row group sizing, and statistics. Activates when users are reading or writing Parquet files or discussing Parquet performance.
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pdp-image-strategy
Strategic planning for high-converting e-commerce product images - Amazon, Shopify, website listings
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ctx:researcher
Efficiently research topics using parallel agents via Contextune's /ctx:research command. Use when users ask to research, investigate, find information about topics, compare options, or evaluate libraries/tools. Activate for questions like "research best X", "what's the best library for Y", or "investigate Z".
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paper-implementation
Implement research papers from arxiv. Use when the user provides an arxiv link, asks to implement a paper, or wants to reproduce research results.
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atris-design
Frontend aesthetics policy. Use when building UI, components, landing pages, dashboards, or any frontend work. Prevents generic ai-generated look.
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ancplua-docs
Search and answer questions about the ANcpLua ecosystem documentation. Use when users ask about ANcpLua.NET.Sdk features, ANcpLua.Analyzers rules, ANcpLua.Roslyn.Utilities APIs, or any configuration/usage questions about these packages.
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python-nix-uv
Set up Python projects using nix/direnv with uv for environment management. Use when creating new Python projects, initializing Python environments, or when the user wants automatic Python virtual environment setup with nix flakes.
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creative-intelligence
Facilitates structured brainstorming sessions, conducts comprehensive research, and generates creative solutions using proven frameworks. Trigger keywords - brainstorm, ideate, research, SCAMPER, SWOT, mind map, creative, explore ideas, market research, competitive analysis, innovation, problem solving, feature generation
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factory-status
Get comprehensive factory status - research progress, drill status, inventory, production overview. Use when checking progress or deciding what to do next.
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jira-read-ticket
Use whenever a user mentions or references a Jira ticket and you want to pull out description, comments, or more.
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opinion-critic
Provides critical feedback and alternative architectural perspectives on code changes. Use when you want to explore different ways to implement a feature or find potential flaws in the current plan.
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manage-planning
MUST INVOKE this skill when creating executable plans in .prompts/planning/ with Brief → Roadmap → Phases structure. Expert patterns for hierarchical project plans.
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ai-model-cascade
A production-ready pattern for integrating AI models (specifically Google Gemini) with automatic fallback, retry logic, structured output via Zod schemas, and comprehensive error handling. Use when integrating AI/LLM APIs, need automatic fallback when models are overloaded, want type-safe structured responses, or building features requiring reliable AI generation.
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case-feedback-skill
Run the case feedback script to submit feedback for the current conversation. Only use when invoked by case-feedback-agent.
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sparring
Critical thinking partner for technical concepts and strategy. Use when the user wants to explore technical ideas, validate assumptions, or develop strategy. Claude researches the user's Obsidian notes to understand their thinking patterns and context, identifies gaps and flawed assumptions, and provides constructive challenge. For AWS topics, Claude also consults AWS documentation to ensure technical accuracy.
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product-requirements
Interactive Product Owner skill for requirements gathering, analysis, and PRD generation. Triggers when users request product requirements, feature specification, PRD creation, or need help understanding and documenting project requirements. Uses quality scoring and iterative dialogue to ensure comprehensive requirements before generating professional PRD documents.
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beam
Beam dropshipping and product sync context
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excalidraw-diagram
Generate Excalidraw diagrams. Use when the user asks to create a diagram, visualize a concept, or illustrate technical architectures.
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epic-postmortem
Create or update epic retrospective documents. Use when user mentions "postmortem", "post-mortem", "post mortem", "retrospective", or "retro" for a completed epic or feature. Distinct from workflow-postmortem which tracks execution issues.
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depth-interviewing-product
サービス開発のためのデプスインタビューを実施し、ユーザーの真のニーズ・課題・動機を引き出す。5 Whys、ラダリング法を用いてプロダクト開発に活かせるインサイトを発見し、すべての会話をファイルに記録する。ユーザーリサーチ、課題発見、ペルソナ構築時に使用する。
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