Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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design-patterns-expert
Comprehensive knowledge of all 23 Gang of Four design patterns with
progressive disclosure (Quick/Practical/Deep), pattern recognition for
problem-solving, and philosophy-aligned guidance to prevent over-engineering.
rysweet/amplihack 45
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philosopher-analyst
Analyzes fundamental questions and concepts through philosophical lens using logic, epistemology,
metaphysics, and critical analysis frameworks.
Provides insights on meaning, truth, knowledge, existence, reasoning, and conceptual clarity.
Use when: Conceptual ambiguity, logical arguments, foundational assumptions, meaning questions.
Evaluates: Validity, soundness, coherence, assumptions, implications, conceptual clarity.
rysweet/amplihack 45
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mcp-manager
Conversational interface for managing MCP (Model Context Protocol) server configurations in Claude Code
rysweet/amplihack 45
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documentation-writing
Writing clear, discoverable software documentation following the Eight Rules and Diataxis framework. Use when creating README files, API docs, tutorials, how-to guides, or any project documentation. Automatically enforces docs/ location, linking requirements, and runnable examples.
rysweet/amplihack 45
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historian-analyst
Analyzes events through historical lens using source analysis, comparative history, periodization,
causation, continuity/change, and contextualization frameworks.
Provides insights on historical patterns, precedents, path dependency, and long-term trends.
Use when: Understanding historical context, identifying precedents, analyzing change over time, comparative history.
Evaluates: Causation, continuity, change, context, historical parallels, long-term patterns.
rysweet/amplihack 45
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n-version-workflow
N-version programming for critical implementations - generates N independent solutions and selects the best through comparison
rysweet/amplihack 45
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sociologist-analyst
Analyzes events through sociological lens using social structures, institutions, stratification, culture,
norms, collective behavior, and multiple theoretical perspectives (functionalist, conflict, symbolic interactionist).
Provides insights on social patterns, group dynamics, inequality, socialization, social change, and collective action.
Use when: Social movements, inequality, cultural trends, group behavior, institutions, identity, social change.
Evaluates: Social structures, power relations, inequality, norms, group dynamics, cultural patterns, social change.
rysweet/amplihack 45
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pm-architect
Expert project manager orchestrating backlog-curator, work-delegator, workstream-coordinator, and roadmap-strategist sub-skills. Coordinates complex software projects through delegation and strategic oversight. Activates when managing projects, coordinating work, or tracking overall progress.
rysweet/amplihack 45
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environmentalist-analyst
Analyzes events through environmental lens using ecological principles, systems thinking, sustainability frameworks,
and conservation biology to assess ecosystem health, biodiversity impacts, and long-term environmental sustainability.
Provides insights on climate change, resource management, pollution, habitat conservation, and human-nature relationships.
Use when: Environmental policy, climate decisions, conservation planning, resource extraction, pollution assessment.
Evaluates: Ecosystem health, biodiversity, sustainability, climate impacts, carrying capacity, environmental justice.
rysweet/amplihack 45
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architecting-solutions
Analyzes problems and designs system architecture before implementation. Activates when user asks design questions, discusses architecture, or needs to break down complex features. Creates clear specifications following the brick philosophy of simple, modular, regeneratable components.
rysweet/amplihack 45
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setting-up-projects
Automates project setup with best practices including pre-commit hooks, linting, formatting, and boilerplate. Activates when creating new projects, missing configuration files, or setting up development environment. Ensures quality tooling from the start.
rysweet/amplihack 45
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code-visualizer
Auto-generates code flow diagrams from Python module analysis.
Detects when architecture diagrams become stale (code changed, diagram didn't).
Use when: creating new modules, reviewing PRs for architecture impact, or checking diagram freshness.
Generates mermaid diagrams showing imports, dependencies, and module relationships.
rysweet/amplihack 45
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poet-analyst
Analyzes events through poetic lens using close reading, metaphor analysis, imagery, rhythm,
form analysis, and attention to language's emotional and aesthetic dimensions.
Provides insights on emotional truth, symbolic meaning, human experience, aesthetic impact, and expressive depth.
Use when: Understanding emotional dimensions, symbolic meaning, communication impact, cultural resonance, human experience.
Evaluates: Imagery, metaphor, rhythm, emotional truth, symbolic depth, aesthetic power, resonance, ambiguity.
rysweet/amplihack 45
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claude-agent-sdk
Comprehensive knowledge of Claude Agent SDK architecture, tools, hooks, skills, and production patterns. Auto-activates for agent building, SDK integration, tool design, and MCP server tasks.
rysweet/amplihack 45
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context-management
Proactive context window management via token monitoring, intelligent extraction, and selective rehydration.
Features predictive budget monitoring, context health indicators, and priority-based retention.
Use when approaching token limits or needing to preserve essential context.
Complements /transcripts and PreCompact hook with proactive optimization.
rysweet/amplihack 45
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model-evaluation-benchmark
Automated reproduction of comprehensive model evaluation benchmarks following the Benchmark Suite V3.
Auto-activates for model benchmarking, comparison evaluation, or performance testing between AI models.
rysweet/amplihack 45
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session-replay
Analyze claude-trace JSONL files for session health, patterns, and actionable insights.
Use when debugging session issues, understanding token usage, or identifying failure patterns.
rysweet/amplihack 45
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workflow-enforcement
Workflow step compliance guidance with mandatory step reminders and visual progress tracking. Reminds Claude to complete all workflow steps before PR creation.
rysweet/amplihack 45
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transcript-viewer
Convert and browse session transcripts as HTML or Markdown.
Supports Claude Code JSONL logs (auto-saved to ~/.claude/projects/) and
GitHub Copilot CLI JSONL logs (auto-saved to ~/.copilot/session-state/*/events.jsonl).
Auto-detects log source based on available directories and file format.
Supports viewing the current session, a specific session by ID, agent background task
output files, or all project sessions with optional date-range filtering.
rysweet/amplihack 45
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quality-audit
Iterative codebase quality audit with multi-agent validation and escalating-depth SEEK/VALIDATE/FIX/RECURSE cycle. Enforces fix-all-per-cycle rule — every confirmed finding must be fixed before moving to the next cycle. Use for quality audit, code audit, codebase review, technical debt audit, refactoring opportunities, module quality check, or architecture review.
rysweet/amplihack 45
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indigenous-leader-analyst
Analyzes events through indigenous knowledge systems using relational thinking, seven generations principle,
reciprocity, holistic integration, and traditional ecological knowledge frameworks.
Provides insights on interconnectedness, long-term sustainability, collective wisdom, and decolonial perspectives.
Use when: Environmental decisions, resource stewardship, community governance, decolonization, intergenerational planning.
Evaluates: Relationships, sustainability, collective impact, indigenous rights, traditional knowledge integration.
rysweet/amplihack 45
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supply-chain-audit
Auditing software supply chain security across CI/CD pipelines, container images, and
language ecosystems. Detects mutable dependency references, insecure CI patterns,
credential exposure risks, and missing SBOM/SLSA controls. Use when performing a
supply chain audit, checking action pinning, auditing dependencies, scanning for
CI security issues, reviewing container security, or assessing dependency security.
Covers GitHub Actions, containers, Python, Node, Go, Rust, .NET, and more.
rysweet/amplihack 45
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cascade-workflow
Graceful degradation through cascading fallback strategies - ensures system always completes while maintaining acceptable functionality
rysweet/amplihack 45
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azure-admin
rysweet/amplihack 45