Browse Skills

reasoning-causal.md

12

1 export reasoning-causal

2 from "BellaBe/lean-os"

3 Execute evidence-based decision-making through 6-stage causal flow. Use for known processes, operational execution, and decisions with clear cause-effect chains.

2026-01-05

ml-pipeline.md

12

1 export ml-pipeline

2 from "Jeffallan/claude-skills"

3 Use when building ML pipelines, orchestrating training workflows, automating model lifecycle, implementing feature stores, or managing experiment tracking systems.

2026-01-05

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

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

remote-work.md

12

1 export remote-work

2 from "rysweet/MicrosoftHackathon2025-AgenticCoding"

3 Execute amplihack work on remote Azure VMs with automatic region and resource selection

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

Distill Memory.md

12

1 export Distill Memory

2 from "nowledge-co/community"

3 Recognize breakthrough moments, blocking resolutions, and design decisions worth preserving. Detect high-value insights that save future time. Suggest distillation at valuable moments, not routine work.

2026-01-05

feature-forge.md

12

1 export feature-forge

2 from "Jeffallan/claude-skills"

3 Use when defining new features, gathering requirements, or writing specifications. Invoke for feature definition, requirements gathering, user stories, EARS format specs.

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

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

anthropologist-analyst.md

12

1 export anthropologist-analyst

2 from "rysweet/MicrosoftHackathon2025-AgenticCoding"

3 Analyzes events through anthropological lens using cultural analysis, ethnographic methods, kinship and social organization, symbolic systems, ritual and practice, and comparative ethnology. Provides insights on cultural meanings, social practices, symbolic structures, cultural change, and cross-cultural patterns. Use when: Cultural conflicts, identity issues, ritual significance, symbolic meanings, cultural change, cross-cultural comparison. Evaluates: Cultural systems, symbolic meanings, social practices, kinship structures, cultural adaptation, power-culture nexus.

2026-01-05

qa-tester.md

12

1 export qa-tester

2 from "finos/morphir-dotnet"

3 Specialized QA testing for morphir-dotnet. Use when user asks to create test plans, run tests, validate packages, report bugs, perform regression testing, or verify PR completion. Triggers include "test plan", "QA", "regression", "validate", "bug report", "test this", "verify implementation".

2026-01-05

debate-workflow.md

12

1 export debate-workflow

2 from "rysweet/MicrosoftHackathon2025-AgenticCoding"

3 Structured multi-perspective debate for important architectural decisions and complex trade-offs

2026-01-05

spec-miner.md

12

1 export spec-miner

2 from "Jeffallan/claude-skills"

3 Use when understanding legacy or undocumented systems, creating documentation for existing code, or extracting specifications from implementations. Invoke for legacy analysis, code archaeology, undocumented features.

2026-01-05

reasoning-counterfactual.md

12

1 export reasoning-counterfactual

2 from "BellaBe/lean-os"

3 Evaluate alternative scenarios by simulating interventions on past decisions or hypothetical futures. Use when assessing decisions in hindsight, planning scenarios, or comparing paths not taken. Produces comparative analysis with probability-weighted outcomes.

2026-01-05

sociologist-analyst.md

12

1 export sociologist-analyst

2 from "rysweet/MicrosoftHackathon2025-AgenticCoding"

3 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.

2026-01-05

philosophy-compliance-workflow.md

12

1 export philosophy-compliance-workflow

2 from "rysweet/MicrosoftHackathon2025-AgenticCoding"

3 Philosophy compliance guardian - ensures code aligns with amplihack's ruthless simplicity, brick philosophy, and Zen-like minimalism through systematic review

2026-01-05

decision-action.md

12

1 export decision-action

2 from "BellaBe/lean-os"

3 Use when the user needs to choose, prioritize, or make a go/no-go decision among options.

2026-01-05

Production SSH Access.md

12

1 export Production SSH Access

2 from "codante-io/codante-io-front"

3 Provides guidance and utilities for securely accessing the Codante Frontend production server via SSH. Use this when you need to connect to the production server, run commands, check logs, manage pm2 processes, troubleshoot issues, or verify deployments.

2026-01-05