Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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reasoning-causal
Execute evidence-based decision-making through 6-stage causal flow. Use for known processes, operational execution, and decisions with clear cause-effect chains.
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decision-action
Use when the user needs to choose, prioritize, or make a go/no-go decision among options.
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goal-setter
Transform objectives into structured goals with plans. Use when user declares intent ("I want to...", "Goal is to...", "Achieve X by Y"). Decomposes into subgoals, milestones, success criteria.
aiskillstore/marketplace 232
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planning-action
Use when the user asks for a roadmap, timeline, phased plan, or execution sequence.
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diagnostic-action
Use when the user asks why something happened, what’s wrong, root cause analysis, debugging, or incident explanation.
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extract-from-pdfs
This skill should be used when extracting structured data from scientific PDFs for systematic reviews, meta-analyses, or database creation. Use when working with collections of research papers that need to be converted into analyzable datasets with validation metrics.
aiskillstore/marketplace 232
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biogeobears
Set up and execute phylogenetic biogeographic analyses using BioGeoBEARS in R. Use when users request biogeographic reconstruction, ancestral range estimation, or want to analyze species distributions on phylogenies. Handles input file validation, data reformatting, RMarkdown workflow generation, and result visualization.
aiskillstore/marketplace 232
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thinking-deeply
Engages structured analysis to explore multiple perspectives and context dependencies before responding. Use when users ask confirmation-seeking questions, make leading statements, request binary choices, or when feeling inclined to quickly agree or disagree without thorough consideration.
aiskillstore/marketplace 232
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busco-phylogeny
Generate phylogenies from genome assemblies using BUSCO/compleasm-based single-copy orthologs with scheduler-aware workflow generation
aiskillstore/marketplace 232
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scribe-mcp-usage
Operate the local Scribe MCP for any ~/projects/* repo; use when registering the server, setting projects, drafting ARCH/PHASE/CHECKLIST via manage_docs, or logging work with append_entry/get_project safeguards.
aiskillstore/marketplace 232
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visual-asset-workflow
Generate distinctive educational visuals using creative brief methodology. Use when creating chapter illustrations, diagrams, or teaching visuals with Gemini.
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concept-scaffolding
Design progressive concept scaffolding with cognitive load management. Use when breaking down complex concepts into learnable steps for educational content.
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nx-monorepo
Nx monorepo management skill for AI-native development. This skill should be used when working with Nx workspaces, project graphs, affected detection, code generation, and caching. Use when: analyzing dependencies, running affected commands, generating code, configuring Nx Cloud, or optimizing build performance. Invoke nx-mcp tools for documentation queries.
aiskillstore/marketplace 232
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book-scaffolding
Plan, structure, and scaffold large educational books using cognitive load management,
just-in-time specification, and pedagogical best practices. Use this skill when planning
multi-part, multi-chapter educational works that require narrative continuity, progressive
complexity, and hands-on exercises. This skill helps create cohesive learning journeys
that balance foundational scaffolding with advanced independence. Activate when tasks
involve structuring books, managing cognitive load across chapters, defining part-level
narratives, or coordinating multi-phase content development workflows.
aiskillstore/marketplace 232
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session-intelligence-harvester
This skill should be used after productive sessions to extract learnings and route them to appropriate Reusable Intelligence Infrastructure (RII) components. Use when corrections were made, format drift was fixed, new patterns emerged, or the user explicitly asks to "harvest learnings" or "capture session intelligence". Transforms one-time fixes into permanent organizational knowledge by implementing updates across multiple files.
aiskillstore/marketplace 232
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tool-selection-framework
Design systematic decision frameworks for selecting appropriate AI tools (Claude Code vs Gemini CLI)
based on context requirements, codebase size, reasoning depth needs, and task complexity. Use this
skill when starting projects with unclear tool requirements, optimizing context-constrained workflows,
or designing multi-phase strategies that leverage multiple tools' strengths. This skill helps match
tool capabilities to task characteristics, preventing wasted context and ensuring optimal resource
allocation.
aiskillstore/marketplace 232
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quiz-generator
Generate 50-question interactive quizzes using the Quiz component with randomized batching.
Use when creating end-of-chapter assessments. Displays 15-20 questions per session with
immediate feedback. NOT for static markdown quizzes.
aiskillstore/marketplace 232
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mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
aiskillstore/marketplace 232
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exercise-designer
Designs deliberate practice exercises applying evidence-based learning strategies like retrieval
practice, spaced repetition, and interleaving. Activate when educators need varied exercise types
(fill-in-blank, debug-this, build-from-scratch, extend-code, AI-collaborative) targeting learning
objectives with appropriate difficulty progression. Creates exercise sets that apply cognitive
science principles to maximize retention and skill development. Use when designing practice
activities for Python concepts, creating homework assignments, generating problem sets, or
evaluating exercise quality.
aiskillstore/marketplace 232
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notebooklm-slides
Generate pedagogically-aligned slide decks from educational content using NotebookLM.
Use when creating chapter slide presentations with proficiency-calibrated prompts.
NOT for static slides or non-educational presentations.
aiskillstore/marketplace 232
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nextjs-devtools
Next.js development tooling via MCP. Inspect routes, components, build info, and debug Next.js apps.
Use when working on Next.js applications, debugging routing, or inspecting app structure.
NOT for general React or non-Next.js projects.
aiskillstore/marketplace 232
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code-example-generator
Generate pedagogically effective code examples that activate understanding, not just demonstrate syntax. Use when creating code examples for educational content, tutorials, or documentation.
aiskillstore/marketplace 232
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pdf
Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scale.
aiskillstore/marketplace 232
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context7-efficient
Token-efficient library documentation fetcher using Context7 MCP with 86.8% token savings through intelligent shell pipeline filtering. Fetches code examples, API references, and best practices for JavaScript, Python, Go, Rust, and other libraries. Use when users ask about library documentation, need code examples, want API usage patterns, are learning a new framework, need syntax reference, or troubleshooting with library-specific information. Triggers include questions like "Show me React hooks", "How do I use Prisma", "What's the Next.js routing syntax", or any request for library/framework documentation.
aiskillstore/marketplace 232