rysweet/amplihack-rs

rysweet/amplihack-rs · AGENTS.md

rysweet/amplihack-rs · amplifier-bundle/CLAUDE.md

rysweet/amplihack-rs · amplifier-bundle/skills/agent-generator-tutor/SKILL.md · Interactive teaching agent for the goal-seeking agent generator and eval system. Provides a structured 14-lesson…

rysweet/amplihack-rs · amplifier-bundle/skills/agentic-workflow-first/SKILL.md · Start new work as a deterministic workflow of agentic steps, prompts, and tools instead of code. Use when designing a…

rysweet/amplihack-rs · amplifier-bundle/skills/amplihack-expert/SKILL.md · Comprehensive knowledge of amplihack framework architecture, patterns, and usage

rysweet/amplihack-rs · amplifier-bundle/skills/anthropologist-analyst/SKILL.md · Analyzes events through anthropological lens using cultural analysis, ethnographic methods, kinship and social…

rysweet/amplihack-rs · amplifier-bundle/skills/aspire/SKILL.md · Aspire orchestration for cloud-native distributed applications in any language (C#, Python, Node.js, Go). Handles…

rysweet/amplihack-rs · amplifier-bundle/skills/authenticated-web-scraper/SKILL.md · Scrape authenticated websites from WSL2 using Edge CDP. Launches headed Edge for user auth, then headless scraping via…

rysweet/amplihack-rs · amplifier-bundle/skills/auto-drive-to-merge/SKILL.md · Wraps default-workflow and drives the resulting PR all the way to merge: build the PR, loop with the…

rysweet/amplihack-rs · amplifier-bundle/skills/awesome-copilot-sync/SKILL.md · Monitors awesome-copilot releases for drift against the amplihack integration. Checks latest commits on…

rysweet/amplihack-rs · amplifier-bundle/skills/azure-admin/SKILL.md · Comprehensive Azure administration capabilities covering identity management, resource orchestration, CLI tooling, and…

rysweet/amplihack-rs · amplifier-bundle/skills/azure-devops/SKILL.md · Complete Azure DevOps (ADO) automation — work items, boards, sprints, repos, pull requests, pipelines, builds…

rysweet/amplihack-rs · amplifier-bundle/skills/backlog-curator/SKILL.md · Expert backlog manager that prioritizes work using multi-criteria scoring, analyzes dependencies, and recommends…

rysweet/amplihack-rs · amplifier-bundle/skills/biologist-analyst/SKILL.md · Analyzes living systems and biological phenomena through biological lens using evolution, molecular biology, ecology…

rysweet/amplihack-rs · amplifier-bundle/skills/cascade-workflow/SKILL.md · Graceful degradation through cascading fallback strategies - ensures system always completes while maintaining…

rysweet/amplihack-rs · amplifier-bundle/skills/chemist-analyst/SKILL.md · Analyzes events through chemistry lens using molecular structure, reaction mechanisms, thermodynamics, kinetics, and…

rysweet/amplihack-rs · amplifier-bundle/skills/claude-agent-sdk/SKILL.md · Comprehensive knowledge of Claude Agent SDK architecture, tools, hooks, skills, and production patterns. Auto-activates…

rysweet/amplihack-rs · amplifier-bundle/skills/claude-profile-rotation/SKILL.md · Set up and run automatic rotation of the default Claude login in ~/.claude across several amplihack login profiles, so…

rysweet/amplihack-rs · amplifier-bundle/skills/code-atlas/SKILL.md · Builds comprehensive, living code-atlases as multi-layer architecture documents derived from code-first truth. Defaults…

rysweet/amplihack-rs · amplifier-bundle/skills/code-philosophy/SKILL.md · Multi-pass code philosophy audit skill. Performs three distinct passes over target code to verify adherence to the…

rysweet/amplihack-rs · amplifier-bundle/skills/code-smell-detector/SKILL.md · Identifies anti-patterns specific to amplihack philosophy. Use when reviewing code for quality issues or…

rysweet/amplihack-rs · amplifier-bundle/skills/code-visualizer/SKILL.md · Auto-generates code flow diagrams from multi-language module analysis. Detects when architecture diagrams become stale…

rysweet/amplihack-rs · amplifier-bundle/skills/collaboration/creating-pull-requests/SKILL.md · Creates high-quality pull requests with comprehensive descriptions, test plans, and context. Activates when user wants…

rysweet/amplihack-rs · amplifier-bundle/skills/computer-scientist-analyst/SKILL.md · Analyzes events through computer science lens using computational complexity, algorithms, data structures, systems…

rysweet/amplihack-rs · amplifier-bundle/skills/consensus-voting/SKILL.md · Multi-agent consensus voting with domain-weighted expertise for critical decisions requiring structured validation

rysweet/amplihack-rs · amplifier-bundle/skills/context-management/SKILL.md · Proactive context window management via token monitoring, intelligent extraction, and selective rehydration. Features…

rysweet/amplihack-rs · amplifier-bundle/skills/crusty-old-engineer/SKILL.md · Curmudgeonly engineering advisor that provides grounded skepticism, evidence-linked judgment, and constructive progress…

rysweet/amplihack-rs · amplifier-bundle/skills/cybersecurity-analyst/SKILL.md · Analyzes events through cybersecurity lens using threat modeling, attack surface analysis, defense-in-depth, zero-trust…

rysweet/amplihack-rs · amplifier-bundle/skills/debate-workflow/SKILL.md · Structured multi-perspective debate for important architectural decisions and complex trade-offs

rysweet/amplihack-rs · amplifier-bundle/skills/default-workflow/SKILL.md · Development workflow for features, bugs, refactoring. Normally executed as a sub-recipe by…

rysweet/amplihack-rs · amplifier-bundle/skills/dependency-resolver/SKILL.md · Automated dependency conflict detection and resolution. Detects local vs CI environment mismatches, compares versions…

rysweet/amplihack-rs · amplifier-bundle/skills/design-patterns-expert/SKILL.md · Comprehensive knowledge of all 23 Gang of Four design patterns with progressive disclosure (Quick/Practical/Deep)…

rysweet/amplihack-rs · amplifier-bundle/skills/dev-orchestrator/SKILL.md · Default task orchestrator for all development and investigation work. Classifies tasks, decomposes into parallel…

rysweet/amplihack-rs · amplifier-bundle/skills/development/architecting-solutions/SKILL.md · Analyzes problems and designs system architecture before implementation. Activates when user asks design questions…

rysweet/amplihack-rs · amplifier-bundle/skills/development/setting-up-projects/SKILL.md · Automates project setup with best practices including pre-commit hooks, linting, formatting, and boilerplate. Activates…

rysweet/amplihack-rs · amplifier-bundle/skills/documentation-writing/SKILL.md · Writing clear, discoverable software documentation following the Eight Rules and Diataxis framework. Use when creating…

rysweet/amplihack-rs · amplifier-bundle/skills/docx/SKILL.md · Create, edit, and analyze Word documents with tracked changes support

rysweet/amplihack-rs · amplifier-bundle/skills/dotnet-exception-handling/SKILL.md · Comprehensive .NET exception handling quality improvement workflow. Auto-detects .NET projects, investigates 10 common…

rysweet/amplihack-rs · amplifier-bundle/skills/dotnet-install/SKILL.md · .NET SDK and runtime installation across Windows, macOS, and Linux. Handles version detection, platform-specific…

rysweet/amplihack-rs · amplifier-bundle/skills/dotnet10-pack-tool/SKILL.md · Creates hybrid Native AOT + CoreCLR .NET 10 tool packages using ToolPackageRuntimeIdentifiers. Use for building…

rysweet/amplihack-rs · amplifier-bundle/skills/dynamic-debugger/SKILL.md · Interactive debugging via DAP-MCP for multiple languages with natural language commands

rysweet/amplihack-rs · amplifier-bundle/skills/e2e-outside-in-test-generator/SKILL.md · Generates comprehensive end-to-end test scenarios using outside-in methodology. Supports Web (Playwright), CLI, TUI…

rysweet/amplihack-rs · amplifier-bundle/skills/economist-analyst/SKILL.md · Analyzes events through economic lens using supply/demand, incentive structures, market dynamics, and multiple schools…

rysweet/amplihack-rs · amplifier-bundle/skills/email-drafter/SKILL.md · Generates professional emails from bullet points or conversation summaries. Use when you need to draft emails quickly…

rysweet/amplihack-rs · amplifier-bundle/skills/engineer-analyst/SKILL.md · Analyzes technical systems and problems through engineering lens using first principles, systems thinking, design…

rysweet/amplihack-rs · amplifier-bundle/skills/environmentalist-analyst/SKILL.md · Analyzes events through environmental lens using ecological principles, systems thinking, sustainability…

rysweet/amplihack-rs · amplifier-bundle/skills/epidemiologist-analyst/SKILL.md · Analyzes disease patterns and health events through epidemiological lens using surveillance systems, outbreak…

rysweet/amplihack-rs · amplifier-bundle/skills/ethicist-analyst/SKILL.md · Analyzes moral dimensions and value conflicts through ethical frameworks using deontology, consequentialism, virtue…

rysweet/amplihack-rs · amplifier-bundle/skills/eval-recipes-runner/SKILL.md · Run Microsoft's eval-recipes benchmarks to validate amplihack improvements against baseline agents. Auto-activates when…

rysweet/amplihack-rs · amplifier-bundle/skills/fleet-copilot/SKILL.md · Autonomous co-pilot — agent formulates goal from natural language, enables lock mode with SessionCopilot reasoning…

rysweet/amplihack-rs · amplifier-bundle/skills/fleet/SKILL.md · Fleet orchestration for distributed coding agents across Azure VMs. Invoked as `/fleet <command>`. Covers all fleet…

rysweet/amplihack-rs · amplifier-bundle/skills/futurist-analyst/SKILL.md · Analyzes events through futures lens using scenario planning, trend analysis, weak signals, drivers of change, and…

rysweet/amplihack-rs · amplifier-bundle/skills/gh-aw-adoption/SKILL.md · Adopt GitHub Agentic Workflows (gh-aw) in any repository. Investigates existing workflows, identifies gaps, creates…

rysweet/amplihack-rs · amplifier-bundle/skills/gh-work-report/SKILL.md · Generates comprehensive GitHub activity reports across all authenticated accounts. Gathers repos, PRs, features, and…

rysweet/amplihack-rs · amplifier-bundle/skills/gherkin-expert/SKILL.md · Gherkin/BDD expert for writing, reviewing, and refactoring Cucumber feature files and step definitions.

rysweet/amplihack-rs · amplifier-bundle/skills/github-copilot-cli-expert/SKILL.md · Expert knowledge of GitHub Copilot CLI - installation, configuration, usage, custom agents, MCP servers, and version…

rysweet/amplihack-rs · amplifier-bundle/skills/github-copilot-cli/SKILL.md · Expert knowledge of GitHub Copilot CLI - installation, configuration, usage, MCP servers, skills, custom agents, and…

rysweet/amplihack-rs · amplifier-bundle/skills/github-copilot-sdk/SKILL.md · Comprehensive knowledge of GitHub Copilot SDK for embedding Copilot's agentic workflows in Python, TypeScript, Go, and…

rysweet/amplihack-rs · amplifier-bundle/skills/github/SKILL.md · Expert guidance for GitHub CLI (gh) - issues, PRs, repos, releases, and GitHub API. Use when working with GitHub…

rysweet/amplihack-rs · amplifier-bundle/skills/goal-seeking-agent-pattern/SKILL.md · Guides architects on when and how to use goal-seeking agents as a design pattern. This skill helps evaluate whether…

rysweet/amplihack-rs · amplifier-bundle/skills/historian-analyst/SKILL.md · Analyzes events through historical lens using source analysis, comparative history, periodization, causation…

rysweet/amplihack-rs · amplifier-bundle/skills/indigenous-leader-analyst/SKILL.md · Analyzes events through indigenous knowledge systems using relational thinking, seven generations…

rysweet/amplihack-rs · amplifier-bundle/skills/investigation-workflow/SKILL.md · 6-phase investigation workflow for understanding existing systems. Normally executed as a sub-recipe by…

rysweet/amplihack-rs · amplifier-bundle/skills/journalist-analyst/SKILL.md · Analyzes events through journalistic lens using 5 Ws and H, investigative methods, source evaluation, fact-checking…

rysweet/amplihack-rs · amplifier-bundle/skills/knowledge-extractor/SKILL.md · Extracts key learnings from conversations, debugging sessions, and failed attempts. Use at session end or after solving…

rysweet/amplihack-rs · amplifier-bundle/skills/lawyer-analyst/SKILL.md · Analyzes events through legal lens using statutory interpretation, case law analysis, legal reasoning, constitutional…

rysweet/amplihack-rs · amplifier-bundle/skills/learning-path-builder/SKILL.md · Creates personalized learning paths for technologies, frameworks, or concepts. Use for user-interactive session only…

rysweet/amplihack-rs · amplifier-bundle/skills/lsp-setup/SKILL.md · Auto-discovers and configures Language Server Protocol (LSP) servers for project languages

rysweet/amplihack-rs · amplifier-bundle/skills/markitdown/SKILL.md · Convert documents (PDF, Word, Excel, PowerPoint, images, HTML) to Markdown using microsoft/markitdown. Use for document…

rysweet/amplihack-rs · amplifier-bundle/skills/mcp-manager/SKILL.md · Conversational interface for managing MCP (Model Context Protocol) server configurations in Claude Code

rysweet/amplihack-rs · amplifier-bundle/skills/meeting-synthesizer/SKILL.md · Processes meeting notes or transcripts to extract structured information. Use after meetings to quickly generate action…

rysweet/amplihack-rs · amplifier-bundle/skills/merge-ready/SKILL.md · Checks whether a PR/pull request satisfies the project's merge criteria and records the required evidence in the…

rysweet/amplihack-rs · amplifier-bundle/skills/mermaid-diagram-generator/SKILL.md · Converts architecture descriptions, module specs, or workflow docs into Mermaid diagrams. Use when visualizing brick…

rysweet/amplihack-rs · amplifier-bundle/skills/meta-cognitive/analyzing-deeply/SKILL.md · Performs deep structured analysis on complex or ambiguous problems. Activates when problems are unclear, have multiple…

rysweet/amplihack-rs · amplifier-bundle/skills/microsoft-agent-framework/SKILL.md · Comprehensive knowledge of Microsoft Agent Framework for building production AI agents and workflows. Auto-activates…

rysweet/amplihack-rs · amplifier-bundle/skills/migrate/SKILL.md · Move the active amplihack CLI session (Copilot/Claude/Amplifier) to a fresh azlin-managed VM, preserving auth, plugins…

rysweet/amplihack-rs · amplifier-bundle/skills/model-evaluation-benchmark/SKILL.md · Automated reproduction of comprehensive model evaluation benchmarks following the Benchmark Suite V3. Auto-activates…

rysweet/amplihack-rs · amplifier-bundle/skills/module-spec-generator/SKILL.md · Generates module specifications following amplihack's brick philosophy template. Use when creating new modules or…

rysweet/amplihack-rs · amplifier-bundle/skills/multi-repo/SKILL.md · Multi-repository orchestration for coordinating atomic changes across dependent repositories. Tracks dependency graphs…

rysweet/amplihack-rs · amplifier-bundle/skills/multitask/SKILL.md · Execute multiple independent development tasks in parallel using subprocess isolation. Each task runs in a clean /tmp…

rysweet/amplihack-rs · amplifier-bundle/skills/n-version-workflow/SKILL.md · N-version programming for critical implementations - generates N independent solutions and selects the best through…

rysweet/amplihack-rs · amplifier-bundle/skills/novelist-analyst/SKILL.md · Analyzes events through narrative lens using story structure, character arc analysis, dramatic tension, thematic…

rysweet/amplihack-rs · amplifier-bundle/skills/npe-hunting-workflow/SKILL.md · Investigates and remediates NullPointerException (NPE) and null-dereference failures from a real stack trace. Use when…

rysweet/amplihack-rs · amplifier-bundle/skills/outside-in-testing/SKILL.md · Deprecated compatibility alias for qa-team. Use when existing recipes or agents still invoke outside-in-testing by…

rysweet/amplihack-rs · amplifier-bundle/skills/oxidizer-workflow/SKILL.md · Automated Python-to-Rust migration via iterative convergence loops. Treats the Python codebase as the living…

rysweet/amplihack-rs · amplifier-bundle/skills/pdf/SKILL.md · Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents…

rysweet/amplihack-rs · amplifier-bundle/skills/philosopher-analyst/SKILL.md · Analyzes fundamental questions and concepts through philosophical lens using logic, epistemology, metaphysics, and…

rysweet/amplihack-rs · amplifier-bundle/skills/philosophy-compliance-workflow/SKILL.md · Philosophy compliance guardian - ensures code aligns with amplihack's ruthless simplicity, brick philosophy, and…

rysweet/amplihack-rs · amplifier-bundle/skills/physicist-analyst/SKILL.md · Analyzes events through physics lens using fundamental laws (thermodynamics, conservation, relativity), quantitative…

rysweet/amplihack-rs · amplifier-bundle/skills/pm-architect/SKILL.md · Expert project manager orchestrating backlog-curator, work-delegator, workstream-coordinator, and roadmap-strategist…

rysweet/amplihack-rs · amplifier-bundle/skills/poet-analyst/SKILL.md · Analyzes events through poetic lens using close reading, metaphor analysis, imagery, rhythm, form analysis, and…

rysweet/amplihack-rs · amplifier-bundle/skills/political-scientist-analyst/SKILL.md · Analyzes events through political science lens using IR theory (Realism, Liberalism, Constructivism), comparative…

rysweet/amplihack-rs · amplifier-bundle/skills/pptx/SKILL.md · Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1)…

rysweet/amplihack-rs · amplifier-bundle/skills/pr-guide/SKILL.md · Generates an illustrated, plain-language walkthrough document for a pull request — problem statement, approach…

rysweet/amplihack-rs · amplifier-bundle/skills/pr-review-assistant/SKILL.md · Philosophy-aware PR reviews checking alignment with amplihack principles. Use when reviewing PRs to ensure ruthless…

rysweet/amplihack-rs · amplifier-bundle/skills/pre-commit-manager/SKILL.md · Manage pre-commit hooks with preference memory and template-based configuration. Use when installing, configuring…

rysweet/amplihack-rs · amplifier-bundle/skills/property-based-testing/SKILL.md · Property-based and metamorphic testing expert for choosing a library, finding good properties (invariants, round-trips…

rysweet/amplihack-rs · amplifier-bundle/skills/psychologist-analyst/SKILL.md · Analyzes events through psychological lens using cognitive psychology, social psychology, developmental…

rysweet/amplihack-rs · amplifier-bundle/skills/qa-team/SKILL.md · QA team for outside-in validation, side-by-side parity loops, and A/B behavioral comparison. Use when you need…

rysweet/amplihack-rs · amplifier-bundle/skills/quality-audit/SKILL.md · Iterative codebase quality audit with multi-agent validation and escalating-depth SEEK/VALIDATE/FIX/RECURSE cycle…

rysweet/amplihack-rs · amplifier-bundle/skills/quality/reviewing-code/SKILL.md · Performs systematic code review checking for correctness, maintainability, security, and best practices. Activates when…

rysweet/amplihack-rs · amplifier-bundle/skills/quality/testing-code/SKILL.md · Generates and improves tests following TDD principles. Activates when new features are implemented, test coverage is…

rysweet/amplihack-rs · amplifier-bundle/skills/remote-work/SKILL.md · Execute amplihack work on remote Azure VMs with automatic region and resource selection

rysweet/amplihack-rs · amplifier-bundle/skills/repository-oom-audit/SKILL.md · Performs exhaustive repository-wide OutOfMemoryError and memory-retention audits with tracked-file inventory…

rysweet/amplihack-rs · amplifier-bundle/skills/research/researching-topics/SKILL.md · Performs quick research using web search and synthesis when user asks about unfamiliar topics, new technologies, or…

rysweet/amplihack-rs · amplifier-bundle/skills/roadmap-strategist/SKILL.md · Expert strategist managing project roadmaps, goals, milestones, and strategic direction. Tracks goal progress, ensures…

rysweet/amplihack-rs · amplifier-bundle/skills/self-improving-agent-builder/SKILL.md · Encodes a continuous improvement loop for goal-seeking agents: EVAL, ANALYZE, RESEARCH (hypothesis + evidence +…

rysweet/amplihack-rs · amplifier-bundle/skills/session-learning/SKILL.md · Cross-session learning system that extracts insights from session transcripts and injects relevant past learnings at…

rysweet/amplihack-rs · amplifier-bundle/skills/session-replay/SKILL.md · Analyze claude-trace JSONL files for session health, patterns, and actionable insights. Use when debugging session…

rysweet/amplihack-rs · amplifier-bundle/skills/session-to-agent/SKILL.md · Converts interactive Claude Code or GitHub Copilot session goals and processes into a reusable goal-seeking agent with…

rysweet/amplihack-rs · amplifier-bundle/skills/shadow-testing/SKILL.md · Creates isolated container environments for testing local uncommitted changes before pushing. Use when testing library…

rysweet/amplihack-rs · amplifier-bundle/skills/signal-setup/SKILL.md · End-to-end, idempotent Signal device-linking for amplihack on a local or remote (azlin VM) host. Runs the full loop in…

rysweet/amplihack-rs · amplifier-bundle/skills/signal/SKILL.md · Drive an agent session from a Signal group chat. Opens an operator-only Signal group for a topic and turns every…

rysweet/amplihack-rs · amplifier-bundle/skills/silent-degradation-audit/SKILL.md · Production-ready skill for detecting silent degradation across codebases. Uses multi-wave audit system with 6…

rysweet/amplihack-rs · amplifier-bundle/skills/skill-builder/SKILL.md · Creates, refines, and validates Agent Skills following the open standard at agentskills.io, Claude Code extensions, and…

rysweet/amplihack-rs · amplifier-bundle/skills/smart-test/SKILL.md · Intelligent test selection based on code changes. Maps source files to tests via import analysis, implements tiered…

rysweet/amplihack-rs · amplifier-bundle/skills/sociologist-analyst/SKILL.md · Analyzes events through sociological lens using social structures, institutions, stratification, culture, norms…

rysweet/amplihack-rs · amplifier-bundle/skills/socratic-review/SKILL.md · Socratic code review using probing questions instead of direct critique. Based on Feynman's principle that teaching…

rysweet/amplihack-rs · amplifier-bundle/skills/statler-waldorf/SKILL.md · Acerbic dual-voice analysis of meetings, transcripts, plans, and strategy documents. Channels Statler & Waldorf from…

rysweet/amplihack-rs · amplifier-bundle/skills/storytelling-synthesizer/SKILL.md · Converts technical work into compelling narratives for demos, blog posts, or presentations. Use when preparing…

rysweet/amplihack-rs · amplifier-bundle/skills/supply-chain-audit/SKILL.md · Auditing software supply chain security across CI/CD pipelines, container images, and language ecosystems. Detects…

rysweet/amplihack-rs · amplifier-bundle/skills/test-gap-analyzer/SKILL.md · Analyzes code to identify untested functions, low coverage areas, and missing edge cases. Use when reviewing test…

rysweet/amplihack-rs · amplifier-bundle/skills/tla-plus-expert/SKILL.md · TLA+ formal specification expert for writing specs, model checking, and applying formal methods to amplihack workflows

rysweet/amplihack-rs · amplifier-bundle/skills/transcript-viewer/SKILL.md · Convert and browse session transcripts as HTML or Markdown. Supports Claude Code JSONL logs (auto-saved to…

rysweet/amplihack-rs · amplifier-bundle/skills/ultrathink-orchestrator/SKILL.md · DEPRECATED — Use dev-orchestrator skill instead. This skill redirects to dev-orchestrator for backward compatibility.

rysweet/amplihack-rs · amplifier-bundle/skills/urban-planner-analyst/SKILL.md · Analyzes urban development through planning lens using zoning, land use, comprehensive planning, and transit-oriented…

rysweet/amplihack-rs · amplifier-bundle/skills/verus-expert/SKILL.md · Verus deductive-verification expert for proving Rust functional correctness, panic-freedom, and…

rysweet/amplihack-rs · amplifier-bundle/skills/work-delegator/SKILL.md · Expert delegation specialist that creates comprehensive context packages for coding agents, analyzes requirements…

rysweet/amplihack-rs · amplifier-bundle/skills/work-iq/SKILL.md · Microsoft Work IQ MCP integration for querying M365 data (emails, meetings, Teams, documents) with natural language…

rysweet/amplihack-rs · amplifier-bundle/skills/workflow-enforcement/SKILL.md · Workflow step compliance guidance with mandatory step reminders and visual progress tracking. Reminds Claude to…

rysweet/amplihack-rs · amplifier-bundle/skills/workiq-wsl/SKILL.md · Access Microsoft 365 data (emails, calendar, files) from WSL via the Windows Copilot CLI bridge. Routes queries through…

rysweet/amplihack-rs · amplifier-bundle/skills/workstream-coordinator/SKILL.md · Expert workstream coordinator managing multiple concurrent tasks, tracking progress, detecting conflicts and stalls…

rysweet/amplihack-rs · amplifier-bundle/skills/xlsx/SKILL.md · Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and…

rysweet/amplihack-rs · docs/claude/skills/anthropologist-analyst/SKILL.md · Analyzes events through anthropological lens using cultural analysis, ethnographic methods, kinship and social…

rysweet/amplihack-rs · docs/claude/skills/auto-drive-to-merge/SKILL.md · Wraps default-workflow and drives the resulting PR all the way to merge: build the PR, loop with the…

rysweet/amplihack-rs · docs/claude/skills/azure-admin/SKILL.md · Comprehensive Azure administration capabilities covering identity management, resource orchestration, CLI tooling, and…

rysweet/amplihack-rs · docs/claude/skills/backlog-curator/SKILL.md · Expert backlog manager that prioritizes work using multi-criteria scoring, analyzes dependencies, and recommends…

rysweet/amplihack-rs · docs/claude/skills/biologist-analyst/SKILL.md · Analyzes living systems and biological phenomena through biological lens using evolution, molecular biology, ecology…

rysweet/amplihack-rs · docs/claude/skills/cascade-workflow/SKILL.md · Graceful degradation through cascading fallback strategies - ensures system always completes while maintaining…

rysweet/amplihack-rs · docs/claude/skills/chemist-analyst/SKILL.md · Analyzes events through chemistry lens using molecular structure, reaction mechanisms, thermodynamics, kinetics, and…

rysweet/amplihack-rs · docs/claude/skills/claude-agent-sdk/SKILL.md · Comprehensive knowledge of Claude Agent SDK architecture, tools, hooks, skills, and production patterns. Auto-activates…

rysweet/amplihack-rs · docs/claude/skills/code-smell-detector/SKILL.md · Identifies anti-patterns specific to amplihack philosophy. Use when reviewing code for quality issues or…

rysweet/amplihack-rs · docs/claude/skills/code-visualizer/SKILL.md · Auto-generates code flow diagrams from multi-language module analysis. Detects when architecture diagrams become stale…

rysweet/amplihack-rs · docs/claude/skills/collaboration/creating-pull-requests/SKILL.md · Creates high-quality pull requests with comprehensive descriptions, test plans, and context. Activates when user wants…

rysweet/amplihack-rs · docs/claude/skills/computer-scientist-analyst/SKILL.md · Analyzes events through computer science lens using computational complexity, algorithms, data structures, systems…

rysweet/amplihack-rs · docs/claude/skills/consensus-voting/SKILL.md · Multi-agent consensus voting with domain-weighted expertise for critical decisions requiring structured validation

rysweet/amplihack-rs · docs/claude/skills/context_management/SKILL.md · Proactive context window management via token monitoring, intelligent extraction, and selective rehydration. Use when…

rysweet/amplihack-rs · docs/claude/skills/crusty-old-engineer/SKILL.md · Curmudgeonly engineering advisor that provides grounded skepticism, evidence-linked judgment, and constructive progress…

rysweet/amplihack-rs · docs/claude/skills/cybersecurity-analyst/SKILL.md · Analyzes events through cybersecurity lens using threat modeling, attack surface analysis, defense-in-depth, zero-trust…

rysweet/amplihack-rs · docs/claude/skills/debate-workflow/SKILL.md · Structured multi-perspective debate for important architectural decisions and complex trade-offs

rysweet/amplihack-rs · docs/claude/skills/default-workflow/SKILL.md · Development workflow for features, bugs, refactoring. Normally executed as a sub-recipe by…

rysweet/amplihack-rs · docs/claude/skills/design-patterns-expert/SKILL.md · Comprehensive knowledge of all 23 Gang of Four design patterns with progressive disclosure (Quick/Practical/Deep)…

rysweet/amplihack-rs · docs/claude/skills/development/architecting-solutions/SKILL.md · Analyzes problems and designs system architecture before implementation. Activates when user asks design questions…

rysweet/amplihack-rs · docs/claude/skills/development/setting-up-projects/SKILL.md · Automates project setup with best practices including pre-commit hooks, linting, formatting, and boilerplate. Activates…

rysweet/amplihack-rs · docs/claude/skills/documentation-writing/SKILL.md · Writing clear, discoverable software documentation following the Eight Rules and Diataxis framework. Use when creating…

rysweet/amplihack-rs · docs/claude/skills/docx/SKILL.md · Create, edit, and analyze Word documents with tracked changes support

rysweet/amplihack-rs · docs/claude/skills/dynamic-debugger/SKILL.md · Interactive debugging via DAP-MCP for multiple languages with natural language commands

rysweet/amplihack-rs · docs/claude/skills/economist-analyst/SKILL.md · Analyzes events through economic lens using supply/demand, incentive structures, market dynamics, and multiple schools…

rysweet/amplihack-rs · docs/claude/skills/email-drafter/SKILL.md · Generates professional emails from bullet points or conversation summaries. Use when you need to draft emails quickly…

rysweet/amplihack-rs · docs/claude/skills/engineer-analyst/SKILL.md · Analyzes technical systems and problems through engineering lens using first principles, systems thinking, design…

rysweet/amplihack-rs · docs/claude/skills/environmentalist-analyst/SKILL.md · Analyzes events through environmental lens using ecological principles, systems thinking, sustainability…

rysweet/amplihack-rs · docs/claude/skills/epidemiologist-analyst/SKILL.md · Analyzes disease patterns and health events through epidemiological lens using surveillance systems, outbreak…

rysweet/amplihack-rs · docs/claude/skills/ethicist-analyst/SKILL.md · Analyzes moral dimensions and value conflicts through ethical frameworks using deontology, consequentialism, virtue…

rysweet/amplihack-rs · docs/claude/skills/eval-recipes-runner/SKILL.md

rysweet/amplihack-rs · docs/claude/skills/futurist-analyst/SKILL.md · Analyzes events through futures lens using scenario planning, trend analysis, weak signals, drivers of change, and…

rysweet/amplihack-rs · docs/claude/skills/gh_work_report/SKILL.md · Generates comprehensive GitHub activity reports across all authenticated accounts. Gathers repos, PRs, features, and…

rysweet/amplihack-rs · docs/claude/skills/gherkin-expert/SKILL.md · Gherkin/BDD specification expert for writing behavioral scenarios, acceptance criteria, and applying structured…

rysweet/amplihack-rs · docs/claude/skills/goal-seeking-agent-pattern/SKILL.md · Guides architects on when and how to use goal-seeking agents as a design pattern. This skill helps evaluate whether…

rysweet/amplihack-rs · docs/claude/skills/historian-analyst/SKILL.md · Analyzes events through historical lens using source analysis, comparative history, periodization, causation…

rysweet/amplihack-rs · docs/claude/skills/indigenous-leader-analyst/SKILL.md · Analyzes events through indigenous knowledge systems using relational thinking, seven generations…

rysweet/amplihack-rs · docs/claude/skills/investigation-workflow/SKILL.md · 6-phase investigation workflow for understanding existing systems. Normally executed as a sub-recipe by…

rysweet/amplihack-rs · docs/claude/skills/journalist-analyst/SKILL.md · Analyzes events through journalistic lens using 5 Ws and H, investigative methods, source evaluation, fact-checking…

rysweet/amplihack-rs · docs/claude/skills/knowledge-extractor/SKILL.md · Extracts key learnings from conversations, debugging sessions, and failed attempts. Use at session end or after solving…

rysweet/amplihack-rs · docs/claude/skills/lawyer-analyst/SKILL.md · Analyzes events through legal lens using statutory interpretation, case law analysis, legal reasoning, constitutional…

rysweet/amplihack-rs · docs/claude/skills/learning-path-builder/SKILL.md · Creates personalized learning paths for technologies, frameworks, or concepts. Use for user-interactive session only…

rysweet/amplihack-rs · docs/claude/skills/mcp-manager/SKILL.md · Conversational interface for managing MCP (Model Context Protocol) server configurations in Claude Code

rysweet/amplihack-rs · docs/claude/skills/meeting-synthesizer/SKILL.md · Processes meeting notes or transcripts to extract structured information. Use after meetings to quickly generate action…

rysweet/amplihack-rs · docs/claude/skills/mermaid-diagram-generator/SKILL.md · Converts architecture descriptions, module specs, or workflow docs into Mermaid diagrams. Use when visualizing brick…

rysweet/amplihack-rs · docs/claude/skills/meta-cognitive/analyzing-deeply/SKILL.md · Performs deep structured analysis on complex or ambiguous problems. Activates when problems are unclear, have multiple…

rysweet/amplihack-rs · docs/claude/skills/microsoft-agent-framework/SKILL.md

rysweet/amplihack-rs · docs/claude/skills/model-evaluation-benchmark/SKILL.md · Automated reproduction of comprehensive model evaluation benchmarks following the Benchmark Suite V3. Auto-activates…

rysweet/amplihack-rs · docs/claude/skills/module-spec-generator/SKILL.md · Generates module specifications following amplihack's brick philosophy template. Use when creating new modules or…

rysweet/amplihack-rs · docs/claude/skills/n-version-workflow/SKILL.md · N-version programming for critical implementations - generates N independent solutions and selects the best through…

rysweet/amplihack-rs · docs/claude/skills/novelist-analyst/SKILL.md · Analyzes events through narrative lens using story structure, character arc analysis, dramatic tension, thematic…

rysweet/amplihack-rs · docs/claude/skills/outside-in-testing/SKILL.md · Deprecated compatibility alias for qa-team. Use when existing recipes or agents still invoke outside-in-testing by…

rysweet/amplihack-rs · docs/claude/skills/pdf/SKILL.md · Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents…

rysweet/amplihack-rs · docs/claude/skills/philosopher-analyst/SKILL.md · Analyzes fundamental questions and concepts through philosophical lens using logic, epistemology, metaphysics, and…

rysweet/amplihack-rs · docs/claude/skills/philosophy-compliance-workflow/SKILL.md · Philosophy compliance guardian - ensures code aligns with amplihack's ruthless simplicity, brick philosophy, and…

rysweet/amplihack-rs · docs/claude/skills/physicist-analyst/SKILL.md · Analyzes events through physics lens using fundamental laws (thermodynamics, conservation, relativity), quantitative…

rysweet/amplihack-rs · docs/claude/skills/pm-architect/SKILL.md · Expert project manager orchestrating backlog-curator, work-delegator, workstream-coordinator, and roadmap-strategist…

rysweet/amplihack-rs · docs/claude/skills/poet-analyst/SKILL.md · Analyzes events through poetic lens using close reading, metaphor analysis, imagery, rhythm, form analysis, and…

rysweet/amplihack-rs · docs/claude/skills/political-scientist-analyst/SKILL.md · Analyzes events through political science lens using IR theory (Realism, Liberalism, Constructivism), comparative…

rysweet/amplihack-rs · docs/claude/skills/pptx/SKILL.md · Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1)…

rysweet/amplihack-rs · docs/claude/skills/pr-review-assistant/SKILL.md · Philosophy-aware PR reviews checking alignment with amplihack principles. Use when reviewing PRs to ensure ruthless…

rysweet/amplihack-rs · docs/claude/skills/psychologist-analyst/SKILL.md · Analyzes events through psychological lens using cognitive psychology, social psychology, developmental…

rysweet/amplihack-rs · docs/claude/skills/qa-team/SKILL.md · QA team for outside-in validation, side-by-side parity loops, and A/B behavioral comparison. Use when you need…

rysweet/amplihack-rs · docs/claude/skills/quality-audit/SKILL.md · Iterative codebase quality audit with multi-agent validation and escalating-depth SEEK/VALIDATE/FIX/RECURSE cycle…

rysweet/amplihack-rs · docs/claude/skills/quality/reviewing-code/SKILL.md · Performs systematic code review checking for correctness, maintainability, security, and best practices. Activates when…

rysweet/amplihack-rs · docs/claude/skills/quality/testing-code/SKILL.md · Generates and improves tests following TDD principles. Activates when new features are implemented, test coverage is…

rysweet/amplihack-rs · docs/claude/skills/remote-work/SKILL.md · Execute amplihack work on remote Azure VMs with automatic region and resource selection

rysweet/amplihack-rs · docs/claude/skills/research/researching-topics/SKILL.md · Performs quick research using web search and synthesis when user asks about unfamiliar topics, new technologies, or…