Browse Skills

deep-reading-analyst.md

12

1 export deep-reading-analyst

2 from "hacket/AICodingGuide"

3 Comprehensive framework for deep analysis of articles, papers, and long-form content using 10+ thinking models (SCQA, 5W2H, critical thinking, inversion, mental models, first principles, systems thinking, six thinking hats). Use when users want to: (1) deeply understand complex articles/content, (2) analyze arguments and identify logical flaws, (3) extract actionable insights from reading materials, (4) create study notes or learning summaries, (5) compare multiple sources, (6) transform knowledge into practical applications, or (7) apply specific thinking frameworks. Triggered by phrases like 'analyze this article,' 'help me understand,' 'deep dive into,' 'extract insights from,' 'use [framework name],' or when users provide URLs/long-form content for analysis.

2026-01-05

django-expert.md

12

1 export django-expert

2 from "Jeffallan/claude-skills"

3 Use when building Django web applications or REST APIs with Django REST Framework. Invoke for Django models, ORM optimization, DRF serializers, viewsets, authentication with JWT.

2026-01-05

descriptive-action.md

12

1 export descriptive-action

2 from "BellaBe/lean-os"

3 Use when the user asks to describe, summarize, analyze, compare, explain, or report on something (text, data, events, systems) without asking for recommendations or next steps.

2026-01-05

osgrep-reference.md

12

1 export osgrep-reference

2 from "tdimino/bg3se-macos"

3 Comprehensive CLI reference and search strategies for osgrep semantic code search. Use for detailed CLI options, index management commands, search strategy guidance (architectural vs targeted queries), and troubleshooting. Complements the osgrep plugin which handles daemon lifecycle.

2026-01-05

deps-minor.md

12

1 export deps-minor

2 from "huseyindeniz/vite-react-dapp-template"

3 Safe minor dependency updates with validation (lint/test/build) and automatic rollback on failure.

2026-01-05

mcp-manager.md

12

1 export mcp-manager

2 from "rysweet/MicrosoftHackathon2025-AgenticCoding"

3 Conversational interface for managing MCP (Model Context Protocol) server configurations in Claude Code

2026-01-05

physicist-analyst.md

12

1 export physicist-analyst

2 from "rysweet/MicrosoftHackathon2025-AgenticCoding"

3 Analyzes events through physics lens using fundamental laws (thermodynamics, conservation, relativity), quantitative modeling, systems dynamics, and energy principles to understand causation, constraints, and feasibility. Provides insights on energy systems, physical limits, technological feasibility, and complex systems behavior. Use when: Energy decisions, technology assessment, systems analysis, physical constraints, feasibility evaluation. Evaluates: Energy flows, conservation laws, efficiency limits, physical feasibility, scaling behavior, emergent properties.

2026-01-05

rust-engineer.md

12

1 export rust-engineer

2 from "Jeffallan/claude-skills"

3 Use when building Rust applications requiring memory safety, systems programming, or zero-cost abstractions. Invoke for ownership patterns, lifetimes, traits, async/await with tokio.

2026-01-05

kubernetes-specialist.md

12

1 export kubernetes-specialist

2 from "Jeffallan/claude-skills"

3 Use when deploying or managing Kubernetes workloads requiring cluster configuration, security hardening, or troubleshooting. Invoke for Helm charts, RBAC policies, NetworkPolicies, storage configuration, performance optimization.

2026-01-05

environmentalist-analyst.md

12

1 export environmentalist-analyst

2 from "rysweet/MicrosoftHackathon2025-AgenticCoding"

3 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.

2026-01-05

devops-engineer.md

12

1 export devops-engineer

2 from "Jeffallan/claude-skills"

3 Use when setting up CI/CD pipelines, containerizing applications, or managing infrastructure as code. Invoke for pipelines, Docker, Kubernetes, cloud platforms, GitOps.

2026-01-05

mcp-developer.md

12

1 export mcp-developer

2 from "Jeffallan/claude-skills"

3 Use when building MCP servers or clients that connect AI systems with external tools and data sources. Invoke for MCP protocol compliance, TypeScript/Python SDKs, resource providers, tool functions.

2026-01-05

fine-tuning-expert.md

12

1 export fine-tuning-expert

2 from "Jeffallan/claude-skills"

3 Use when fine-tuning LLMs, training custom models, or optimizing model performance for specific tasks. Invoke for parameter-efficient methods, dataset preparation, or model adaptation.

2026-01-05

pr-review-assistant.md

12

1 export pr-review-assistant

2 from "rysweet/MicrosoftHackathon2025-AgenticCoding"

3 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.

2026-01-05

bg3se-macos-ghidra.md

12

1 export bg3se-macos-ghidra

2 from "tdimino/bg3se-macos"

3 Develop the BG3 Script Extender macOS port using Ghidra for reverse engineering. Use this skill when: (1) Working on bg3se-macos port development or debugging (2) Using Ghidra to discover offsets, function addresses, or data structures in BG3 (3) Implementing new Lua APIs (Ext.*, Osi.*) for macOS Script Extender (4) Porting Windows BG3SE features to macOS ARM64 (5) Understanding ECS architecture, Osiris integration, or stats system (6) Analyzing ARM64 assembly or calling conventions for game hooks (7) Writing or modifying Ghidra Python scripts for BG3 analysis

2026-01-05

spring-boot-engineer.md

12

1 export spring-boot-engineer

2 from "Jeffallan/claude-skills"

3 Use when building Spring Boot 3.x applications, microservices, or reactive Java applications. Invoke for Spring Data JPA, Spring Security 6, WebFlux, Spring Cloud integration.

2026-01-05

shared-setup-patterns.md

12

1 export shared-setup-patterns

2 from "applied-artificial-intelligence/claude-code-toolkit"

3 Shared configuration patterns for project setup commands. Provides security hooks, Claude framework structure templates, and framework detection patterns used across multiple setup commands.

2026-01-05

sql-pro.md

12

1 export sql-pro

2 from "Jeffallan/claude-skills"

3 Use when optimizing SQL queries, designing database schemas, or tuning database performance. Invoke for complex queries, window functions, CTEs, indexing strategies, query plan analysis.

2026-01-05

knowledge-extractor.md

12

1 export knowledge-extractor

2 from "rysweet/MicrosoftHackathon2025-AgenticCoding"

3 Extracts key learnings from conversations, debugging sessions, and failed attempts. Use at session end or after solving complex problems to capture insights. Stores discoveries in memory (via amplihack.memory.discoveries), suggests PATTERNS.md updates, and recommends new agent creation. Ensures knowledge persists across sessions via Kuzu memory backend.

2026-01-05

testing-code.md

12

1 export testing-code

2 from "rysweet/MicrosoftHackathon2025-AgenticCoding"

3 Generates and improves tests following TDD principles. Activates when new features are implemented, test coverage is low, or user requests tests. Ensures comprehensive test coverage with unit, integration, and edge case tests.

2026-01-05

cli-developer.md

12

1 export cli-developer

2 from "Jeffallan/claude-skills"

3 Use when building CLI tools, implementing argument parsing, or adding interactive prompts. Invoke for CLI design, argument parsing, interactive prompts, progress indicators, shell completions.

2026-01-05

skill-builder.md

12

1 export skill-builder

2 from "rysweet/MicrosoftHackathon2025-AgenticCoding"

3 Creates, refines, and validates Claude Code skills following amplihack philosophy and official best practices. Automatically activates when building, creating, generating, or designing new skills.

2026-01-05

harness-step-schema.md

12

1 export harness-step-schema

2 from "harness/harness-schema"

3 Creates or updates pipeline step schemas in the harness-schema repository. ALWAYS use this skill when user mentions ANY of these: - Step operations: "create step", "add step", "new step", "update step", "modify step", "edit step", "implement step", "define step", "build step" - Schema files: "step-info.yaml", "step-node.yaml", "StepInfo", "StepNode", "step schema", "step definition", "step spec" - Stage availability: "add to stage", "enable in stage", "available in stage", "register step", "execution-wrapper-config" - Template support: "step template", "template_config.yaml", "enable as template" - JSON updates: "pipeline.json", "template.json", "add definition", "update schema" - Field work: "add field", "add property", "new field", "step property", "step field", "modify field" - Expression support: "runtime input", "JEXL", "expression support", "<+input>", "common-jexl" - Category mentions: "CD step", "CI step", "custom step", "FME step", "feature flag step", "approval step" If user is working with files in v0/pipeline/steps/ or mentions step-related schema changes, USE THIS SKILL.

2026-01-05

xlsx.md

12

1 export xlsx

2 from "rysweet/MicrosoftHackathon2025-AgenticCoding"

3 Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas

2026-01-05