🎯Skills97
Performs comprehensive cybersecurity analysis by evaluating events through threat modeling, risk assessment, and defensive frameworks to identify vulnerabilities and recommend mitigation strategies.
Analyzes events through legal frameworks including statutory interpretation, case law analysis, and constitutional principles, providing insights on rights, obligations, liabilities, and compliance
Converts architecture descriptions, module specs, and workflow documentation into Mermaid diagrams including flowcharts, sequence diagrams, class diagrams, state machines, ER diagrams, and Gantt charts.
Analyzes events through an economic lens using supply/demand, incentive structures, market dynamics, and multiple schools of thought including Classical, Keynesian, Austrian, and Behavioral economics.
Documentation writing skill for creating discoverable software documentation following the Eight Rules and Diataxis framework with README files, API docs, tutorials, and how-to guides
Converts technical work into compelling narratives for demos, blog posts, and presentations by transforming PR descriptions, commit histories, and feature implementations into structured stories.
Philosophical analysis skill for examining fundamental questions through logic, epistemology, metaphysics, and critical analysis frameworks, evaluating validity, soundness, and conceptual clarity
A development framework for coding agents (Claude Code, GitHub Copilot, Microsoft Amplifier, Codex) providing structured dev workflows, persistent memory, a goal-seeking agent generator, auto mode, and self-improvement with reflection.
A development framework for popular coding agent systems (Claude Code, GitHub Copilot, Amplifier, Codex) providing structured dev workflows, memory, skills, goal-seeking agent generation, auto mode, and self-improvement with reflection.
Provides comprehensive knowledge of all 23 Gang of Four design patterns with progressive disclosure and practical guidance to prevent over-engineering.
Analyzes technical systems and problems through an engineering lens using first principles, systems thinking, design methodologies, and optimization frameworks.
Analyzes urban development through a planning lens using zoning, land use, comprehensive planning, and transit-oriented development frameworks to provide insights on spatial organization, infrastructure, and sustainability.
Provides a 6-phase investigation workflow for understanding existing systems, with parallel agent deployment for efficient deep dives and automatic knowledge capture.
Auto-generates code flow diagrams from Python module analysis, detecting when architecture diagrams become stale, from Amplihack's development toolkit.
Processes meeting notes and transcripts to extract action items with owners, decisions made, key discussion points, and follow-up tasks with priorities.
Detects code anti-patterns including over-abstraction, complex inheritance, large functions, and tight coupling from Amplihack, providing specific fixes aligned with the amplihack development philosophy.
A development framework for coding agents (Claude Code, GitHub Copilot, Microsoft Amplifier, Codex) providing structured dev workflows, persistent memory, a goal-seeking agent generator, auto mode, and self-improvement with reflection.
Facilitates structured multi-perspective debate for architectural decisions, design trade-offs, framework selection, and major refactoring choices.
A development framework for coding agents (Claude Code, GitHub Copilot, Microsoft Amplifier, Codex) providing structured dev workflows, persistent memory, a goal-seeking agent generator, auto mode, and self-improvement with reflection.
Generates Claude Code skills with comprehensive validation, following amplihack's best practices and ensuring production-ready quality.
Manages context windows proactively through token monitoring, intelligent extraction, selective rehydration, and priority-based retention to preserve essential context.
A development framework for coding agents (Claude Code, GitHub Copilot, Microsoft Amplifier, Codex) providing structured dev workflows, persistent memory, a goal-seeking agent generator, auto mode, and self-improvement with reflection.
Automates reproduction of comprehensive model evaluation benchmarks following the Benchmark Suite V3 reference implementation for systematic model comparison and performance testing.
Guides architects on evaluating and implementing goal-seeking autonomous agents as a design pattern, with examples from AKS SRE automation, CI diagnostics, and fix-agent workflows.
A development framework for coding agents (Claude Code, GitHub Copilot, Microsoft Amplifier, Codex) providing structured dev workflows, persistent memory, a goal-seeking agent generator, auto mode, and self-improvement with reflection.
Generates professional, well-structured emails from bullet points or conversation summaries with consistent tone and formatting, supporting formal, casual, and technical styles.
Enables interactive debugging via DAP-MCP for multiple programming languages with natural language commands, supporting breakpoints, step-through, and call stack inspection.
Conversational interface for managing MCP server configurations in Claude Code, supporting natural language commands to list, enable, disable, add, remove, and inspect Model Context Protocol servers.
Analyzes codebases to identify untested functions, low coverage areas, and missing edge cases, generating prioritized test suggestions following a 60% unit / 30% integration / 10% E2E testing pyramid.
Ensures code aligns with amplihack's ruthless simplicity, brick philosophy, and Zen-like minimalism through systematic philosophy compliance review.
Analyzes events through indigenous knowledge systems using relational thinking, seven generations principle, reciprocity, and traditional ecological knowledge frameworks for sustainability and decolonial insights.
Analyzes claude-trace JSONL files for session health, token usage patterns, and failure diagnostics, providing actionable insights for debugging.
Generates agentic outside-in tests for CLI, TUI, Web, and Electron apps by creating executable YAML scenarios that verify user-facing behaviors.
Creates comprehensive context packages for coding agents by analyzing requirements, identifying relevant files, and generating clear delegation instructions.
Implements N-version programming for critical code by generating multiple independent solutions and selecting the best through comparison, targeting security features, authentication systems, and complex algorithms.
Implements multi-agent consensus voting with domain-weighted expertise for critical decisions, auto-triggering on security implementations, authentication changes, and sensitive data handling to ensure structured validation.
A development framework for coding agents (Claude Code, GitHub Copilot, Microsoft Amplifier, Codex) providing structured dev workflows, persistent memory, a goal-seeking agent generator, auto mode, and self-improvement with reflection.
Detects and resolves dependency conflicts automatically, identifying local vs CI environment mismatches, comparing versions, and generating pinning recommendations as a pre-push check.
Generates module specifications following amplihack's brick philosophy template, analyzing code to extract purpose, public contract, dependencies, and test requirements.
A development framework for coding agents (Claude Code, GitHub Copilot, Microsoft Amplifier, Codex) providing structured dev workflows, persistent memory, a goal-seeking agent generator, auto mode, and self-improvement with reflection.
A github copilot cli expert skill from Amplihack, a hackathon-focused skill collection for rapid prototyping.
A comprehensive GitHub Copilot SDK skill providing knowledge of embedding Copilot agentic workflows in Python, TypeScript, Go, and .NET applications with session management and custom tools.
A development framework for coding agents (Claude Code, GitHub Copilot, Microsoft Amplifier, Codex) providing structured dev workflows, persistent memory, a goal-seeking agent generator, auto mode, and self-improvement with reflection.
GitHub Copilot CLI skill from amplihack, a development framework for coding agents providing structured workflows, memory, and goal-seeking agent generation.
An authenticated web scraping skill from Amplihack, a development framework for coding agents that provides structured workflows, persistent memory, specialized agents, goal-seeking capabilities, and autonomous execution.
A Claude Agent SDK skill from Amplihack, a development framework for Claude Code, GitHub Copilot CLI, and Microsoft Amplifier that adds structured workflows, persistent memory, and goal-seeking capabilities for systematic software engineering.
Development framework for coding agents (Claude Code, GitHub Copilot CLI, Codex) providing structured workflows, memory, goal-seeking agent generation, and auto mode.
A Claude Code skill from Amplihack, a development framework that adds structured workflows, persistent memory, specialized agents, goal-seeking capabilities, and continuous improvement for systematic software engineering.
A skill from amplihack, a development framework for coding agent systems (Claude Code, GitHub Copilot CLI, Microsoft Amplifier, Codex) that provides structured dev workflows, memory, goal-seeking agent generation, auto mode, and self-improvement with reflection.
A development framework for coding agent systems (Claude Code, GitHub Copilot, Codex) that provides structured workflows, memory management, a package of skills and agents, goal-seeking agent generation, and self-improvement with reflection.
A .NET exception handling skill from Amplihack, a development framework for coding agents that provides structured workflows, persistent memory, specialized agents, and goal-seeking capabilities.
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An end-to-end outside-in test generator skill from amplihack, a development framework that adds structured workflows, persistent memory, specialized agents, and continuous improvement capabilities to Claude Code and GitHub Copilot.
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A development orchestration skill from amplihack, a framework that adds structured workflows, persistent memory, specialized agents, and quality gates to Claude Code and GitHub Copilot CLI for systematic software engineering.
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Analyzes events through a psychological lens using cognitive psychology, social psychology, developmental psychology, clinical psychology, and neuroscience to provide insights on behavior, cognition, emotion, and decision-making.
A roadmap strategist skill from Amplihack, a hackathon-focused skill collection for rapid prototyping.
Analyzes events through a journalistic lens using the 5 Ws and H framework, investigative methods, source evaluation, fact-checking, and ethical journalism principles.
Prioritizes and recommends optimal work items using multi-criteria scoring, dependency analysis, and intelligent backlog management.
Analyzes events through a narrative lens using story structure, character arcs, dramatic tension, and narrative theory to provide insights on leadership, organizational stories, and crisis narratives.
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Analyzes events through anthropological lens using cultural analysis, ethnographic methods, kinship and social organization, symbolic systems, ritual and practice, and comparative ethnology.
Analyzes living systems and biological phenomena through biological lens using evolution, molecular biology, ecology, and systems biology frameworks.
Orchestrates software project management by coordinating backlog curation, work delegation, workstream coordination, and roadmap strategy through specialized sub-skills.
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Analyzes events through a sociological lens using social structures, institutions, stratification, and multiple theoretical perspectives including functionalist, conflict, and symbolic interactionist approaches.
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Performs philosophy-aware PR reviews that check alignment with amplihack's ruthless simplicity, modular brick design, and zero-BS implementation principles.
Provides comprehensive knowledge of the Microsoft Agent Framework for building production AI agents and workflows, covering agent building, workflow design, AutoGen migration, and enterprise AI tasks.
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Analyzes events through a historical lens using source analysis, comparative history, periodization, causation, continuity/change, and contextualization frameworks.
Conducts Socratic code reviews using probing questions instead of direct critique, based on Feynman's principle that teaching reveals gaps in understanding.
Analyzes events through a chemistry lens using molecular structure, reaction mechanisms, thermodynamics, kinetics, and analytical techniques including spectroscopy, chromatography, and mass spectrometry.
Analyzes events through a futures lens using scenario planning, trend analysis, weak signals, and forecasting methods to provide insights on possible futures and strategic foresight within amplihack.
Automatically orchestrates development and investigation tasks by detecting task type from keywords and delegating to the appropriate workflow, serving as the default orchestrator within amplihack.
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