Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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azure-devops-cli
Expert guidance for Azure DevOps CLI (az devops) - automation, pipelines, repos, boards, and artifacts management. Use when working with Azure DevOps, managing pipelines, creating work items, or when user mentions ADO, builds, releases, or Azure repos.
rysweet/amplihack 45
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futurist-analyst
Analyzes events through futures lens using scenario planning, trend analysis, weak signals,
drivers of change, and forecasting methods (exploratory, normative, backcasting).
Provides insights on possible futures, emerging trends, disruptive forces, strategic foresight, and alternative scenarios.
Use when: Strategic planning, emerging trends, technology assessment, long-term planning, uncertainty navigation.
Evaluates: Trends, weak signals, drivers of change, plausible futures, strategic options, uncertainty ranges.
rysweet/amplihack 45
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chemist-analyst
Analyzes events through chemistry lens using molecular structure, reaction mechanisms, thermodynamics,
kinetics, and analytical techniques (spectroscopy, chromatography, mass spectrometry).
Provides insights on chemical processes, material properties, reaction pathways, synthesis, and analytical methods.
Use when: Chemical reactions, material analysis, synthesis planning, process optimization, environmental chemistry.
Evaluates: Molecular structure, reaction mechanisms, yield, selectivity, safety, environmental impact.
rysweet/amplihack 45
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learning-path-builder
Creates personalized learning paths for technologies, frameworks, or concepts.
Use for user-interactive session only for onboarding new technologies, hackathon skill-building, or personal development planning. Not for use in automated development or investigation.
Sequences resources (docs, tutorials, exercises) based on current skill level and learning goals.
Adapts to learning style: hands-on, theory-first, project-based.
rysweet/amplihack 45
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gh-work-report
Generates comprehensive GitHub activity reports across all authenticated accounts. Gathers repos, PRs, features, and themes for configurable time periods (1/5/7/30/90 days). Produces shareable markdown with tables, mermaid charts, and executive summaries. Can create a private repo with GitHub Actions automation and GitHub Pages aggregation site. Use when: "github report", "work report", "activity summary", "what did I work on", "gh-work-report", "show my github activity".
rysweet/amplihack 45
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pr-review-assistant
Philosophy-aware PR reviews checking alignment with amplihack principles.
Use when reviewing PRs to ensure ruthless simplicity, modular design, and zero-BS implementation.
Suggests simplifications, identifies over-engineering, verifies brick module structure.
Posts detailed, constructive review comments with specific file:line references.
rysweet/amplihack 45
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code-smell-detector
Identifies anti-patterns specific to amplihack philosophy.
Use when reviewing code for quality issues or refactoring.
Detects: over-abstraction, complex inheritance, large functions (>50 lines), tight coupling, missing __all__ exports.
Provides specific fixes and explanations for each smell.
rysweet/amplihack 45
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biologist-analyst
Analyzes living systems and biological phenomena through biological lens using evolution, molecular biology,
ecology, and systems biology frameworks.
Provides insights on mechanisms, adaptations, interactions, and life processes.
Use when: Biological systems, health issues, evolutionary questions, ecological problems, biotechnology.
Evaluates: Function, structure, heredity, evolution, interactions, molecular mechanisms.
rysweet/amplihack 45
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multi-repo
Multi-repository orchestration for coordinating atomic changes across dependent repositories. Tracks dependency graphs, coordinates cross-repo PRs, and detects breaking changes.
rysweet/amplihack 45
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test-gap-analyzer
Analyzes code to identify untested functions, low coverage areas, and missing edge cases.
Use when reviewing test coverage or planning test improvements.
Generates specific test suggestions with example templates following amplihack's testing pyramid (60% unit, 30% integration, 10% E2E).
Can use coverage.py for Python projects.
rysweet/amplihack 45
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remote-work
Execute amplihack work on remote Azure VMs with automatic region and resource selection
rysweet/amplihack 45
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meeting-synthesizer
Processes meeting notes or transcripts to extract structured information.
Use after meetings to quickly generate action items, capture decisions, and create follow-up tasks.
Extracts: action items with owners, decisions made, key discussion points, follow-up tasks with priorities.
rysweet/amplihack 45
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epidemiologist-analyst
Analyzes disease patterns and health events through epidemiological lens using surveillance systems,
outbreak investigation methods, and disease modeling frameworks.
Provides insights on disease spread, risk factors, prevention strategies, and public health interventions.
Use when: Disease outbreaks, health policy evaluation, risk assessment, intervention planning.
Evaluates: Transmission dynamics, risk factors, causality, population health impact, intervention effectiveness.
rysweet/amplihack 45
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session-to-agent
Converts interactive Claude Code or GitHub Copilot session goals and processes into a reusable goal-seeking agent with memory. Extracts goals, constraints, and approaches from session transcripts and generates agent prompts via the amplihack goal_agent_generator CLI.
rysweet/amplihack 45
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creating-pull-requests
Creates high-quality pull requests with comprehensive descriptions, test plans, and context. Activates when user wants to create PR, says 'ready to merge', or has completed feature work. Analyzes commits and changes to generate meaningful PR descriptions.
rysweet/amplihack 45
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azure-devops
Complete Azure DevOps (ADO) automation — work items, boards, sprints, repos, pull requests,
pipelines, builds, artifacts. Use when user mentions ADO, work items, user stories, bugs,
sprints, builds, releases, or Azure DevOps URLs.
rysweet/amplihack 45
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qa-team
QA team for outside-in validation, side-by-side parity loops, and A/B behavioral comparison.
Use when you need behavior-driven tests, legacy-vs-new comparison, or rollout shadow validation.
Creates executable scenarios and parity workflows that agents can observe, compare, and iterate on.
Supports local, observable tmux, remote SSH, and shadow-mode divergence logging patterns.
rysweet/amplihack 45
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ethicist-analyst
Analyzes moral dimensions and value conflicts through ethical frameworks using deontology, consequentialism,
virtue ethics, and applied ethics methodologies.
Provides insights on moral obligations, rights, justice, and ethical decision-making.
Use when: Ethical dilemmas, policy decisions, technology ethics, professional conduct issues.
Evaluates: Moral principles, stakeholder interests, consequences, rights, justice, virtues.
rysweet/amplihack 45
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ultrathink-orchestrator
DEPRECATED — Use dev-orchestrator skill instead.
This skill redirects to dev-orchestrator for backward compatibility.
rysweet/amplihack 45
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psychologist-analyst
Analyzes events through psychological lens using cognitive psychology, social psychology, developmental psychology,
clinical psychology, and neuroscience. Provides insights on behavior, cognition, emotion, motivation, group dynamics,
decision-making biases, mental health, and individual differences.
Use when: Behavioral patterns, decision-making, group behavior, mental health, leadership, persuasion, trauma, development.
Evaluates: Cognitive processes, emotional responses, motivations, biases, group dynamics, personality, mental states.
rysweet/amplihack 45
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investigation-workflow
6-phase investigation workflow for understanding existing systems. Auto-activates for research tasks.
Optimized for exploration and understanding, not implementation. Includes parallel agent deployment
for efficient deep dives and automatic knowledge capture to prevent repeat investigations.
rysweet/amplihack 45
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outside-in-testing
Deprecated compatibility alias for qa-team.
Use when existing recipes or agents still invoke outside-in-testing by name.
Redirects future work to the qa-team skill for outside-in validation and parity loops.
rysweet/amplihack 45
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engineer-analyst
Analyzes technical systems and problems through engineering lens using first principles, systems thinking,
design methodologies, and optimization frameworks.
Provides insights on feasibility, performance, reliability, scalability, and trade-offs.
Use when: System design, technical feasibility, optimization, failure analysis, performance issues.
Evaluates: Requirements, constraints, trade-offs, efficiency, robustness, maintainability.
rysweet/amplihack 45
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journalist-analyst
Analyzes events through journalistic lens using 5 Ws and H, investigative methods, source evaluation,
fact-checking, newsworthiness criteria, and ethical journalism principles.
Provides insights on story angles, information gaps, credibility, public interest, and media framing.
Use when: Breaking news, information verification, source analysis, story development, media criticism.
Evaluates: Factual accuracy, source credibility, completeness, newsworthiness, bias, public interest.
rysweet/amplihack 45