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Agent Skills

Agent-Skills.md is a agent skills marketplace, to find the right agent skills for you.

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contract-test-design

Design consumer-driven contract testing strategies using Pact, verify provider contracts, and manage API evolution with contract-first approaches.

melodic-software
melodic-software
417

create-strategy

Create a comprehensive test strategy document following IEEE 829 structure. Use for establishing testing approach on new projects or standardizing existing practices.

melodic-software
melodic-software
417

generate-cases

Generate systematic test cases using formal techniques (equivalence partitioning, boundary value analysis, decision tables). Use for comprehensive test coverage design.

melodic-software
melodic-software
417

performance-test-planning

Design performance test strategies including load profiles, capacity planning, SLA validation, and .NET performance testing with NBomber and k6.

melodic-software
melodic-software
417

plan-data

Create a test data strategy covering synthetic data generation, anonymization, and environment-specific data management. Use for data privacy compliance and test environment setup.

melodic-software
melodic-software
417

security-test-planning

Plan security testing strategies including OWASP testing, penetration test scoping, SAST/DAST integration, and threat-based test case design.

melodic-software
melodic-software
417

test-case-design

Apply systematic test case design techniques including equivalence partitioning, boundary value analysis, decision tables, and state transition testing.

melodic-software
melodic-software
417

test-data-strategy

Plan comprehensive test data management including synthetic data generation, data anonymization, versioning, and environment-specific strategies.

melodic-software
melodic-software
417

acceptance-criteria-authoring

Write clear, testable acceptance criteria in Given-When-Then format following INVEST principles and BDD best practices.

melodic-software
melodic-software
417

test-pyramid-design

Design optimal test pyramids with unit/integration/E2E ratios. Identify anti-patterns and recommend architecture-specific testing strategies.

melodic-software
melodic-software
417

test-strategy-planning

Create comprehensive test strategy documents following IEEE 829 structure. Plan test approach, scope, resources, and success criteria for software projects.

melodic-software
melodic-software
417

visualize

Generate a diagram from a natural language description using Mermaid or PlantUML

melodic-software
melodic-software
417

visualize-code

Analyze source code and generate architectural diagrams. Use when visualizing code structure, relationships, or workflows. Supports class, ER, sequence, and dependency diagrams.

melodic-software
melodic-software
417

plantuml-syntax

Authoritative reference for PlantUML diagram syntax. Provides UML and non-UML diagram types, syntax patterns, examples, and setup guidance for generating accurate PlantUML diagrams.

melodic-software
melodic-software
417

mermaid-syntax

Authoritative reference for Mermaid diagram syntax. Provides diagram types, syntax patterns, examples, and platform integration guidance for generating accurate Mermaid diagrams.

melodic-software
melodic-software
417

strategic-analysis

Analyze strategic position and recommend plays based on Wardley Mapping. Use for competitive analysis, evolution planning, and strategic decision-making.

melodic-software
melodic-software
417

diagram-patterns

Decision guidance for selecting the right diagram type and tool. Provides patterns for common visualization scenarios, tool comparison, and best practices.

melodic-software
melodic-software
417

evolution-analysis

Analyze component evolution and movement patterns

melodic-software
melodic-software
417

analyze-automation-roi

Analyze automation ROI for test cases and recommend which tests to automate based on value and effort. Use for prioritizing test automation investments.

melodic-software
melodic-software
417

doctrine-assessment

Assess organizational doctrine and universally useful patterns

melodic-software
melodic-software
417

write-acceptance

Write acceptance criteria in Given-When-Then format for user stories following BDD best practices. Use for creating testable, clear acceptance criteria.

melodic-software
melodic-software
417

system-diagnostics

Comprehensive Windows 11 system diagnostics via PowerShell. Diagnoses crashes, freezes, reboots, BSOD, disk health, memory issues, hardware errors, and performance problems. Use when troubleshooting Windows stability issues, analyzing Event Viewer logs, checking disk/memory health, investigating hardware errors, or diagnosing system performance problems.

melodic-software
melodic-software
417

diagnose

Run Windows system diagnostics to troubleshoot crashes, freezes, disk/memory issues, and hardware errors

melodic-software
melodic-software
417

wardley-map

Create a Wardley Map for a business or technology context. Use for visualizing value chains and strategic positioning.

melodic-software
melodic-software
417

wardley-map-creation

Create Wardley Maps from value chains and user needs

melodic-software
melodic-software
417

value-chain-mapping

Map value chains from user needs to underlying components

melodic-software
melodic-software
417

strategic-plays

Identify strategic options and gameplay patterns from Wardley Maps

melodic-software
melodic-software
417

adw-design

Guide creation of AI Developer Workflows (ADWs) that combine deterministic orchestration code with non-deterministic agents. Use when building automated development pipelines, designing AFK agent systems, or implementing the PITER framework.

melodic-software
melodic-software
417

vector-databases

Vector database selection, embedding storage, approximate nearest neighbor (ANN) algorithms, and vector search optimization. Use when choosing vector stores, designing semantic search, or optimizing similarity search performance.

melodic-software
melodic-software
417

stream-processing

Use when designing real-time data processing systems, choosing stream processing frameworks, or implementing event-driven architectures. Covers Kafka, Flink, and streaming patterns.

melodic-software
melodic-software
417

slo-workshop

Interactive SLO definition workshop - guides through defining SLIs, setting SLO targets, and establishing error budget policies for a service

melodic-software
melodic-software
417

slo-sli-error-budget

Use when defining SLOs, selecting SLIs, or implementing error budget policies. Covers reliability targets, SLI selection, and error budget management.

melodic-software
melodic-software
417

docs-as-code

Documentation pipeline automation and docs-as-code workflows

melodic-software
melodic-software
417

onboarding-docs

Developer onboarding documentation and learning paths

melodic-software
melodic-software
417

rfc-process

Request for Comments (RFC) process for technical proposals

melodic-software
melodic-software
417

runbook-creation

Operational runbook templates for incident response and procedures

melodic-software
melodic-software
417

build

Smart .NET build with fuzzy project matching and optional --fix for MCP-driven error resolution

melodic-software
melodic-software
417

clean

Recursively clean bin/obj folders with optional package cache and artifacts cleanup

melodic-software
melodic-software
417

coverage-report

Generate test coverage reports with HTML visualization and threshold enforcement

melodic-software
melodic-software
417

fix-warnings

Batch-fix analyzer warnings with category filtering and interactive review options

melodic-software
melodic-software
417

install-sdk

Install .NET SDK with cross-platform support and optional interactive global.json configuration

melodic-software
melodic-software
417

install-tool

Install or upgrade dotnet tools with alias support (ef, coverage, etc.) and manifest management

melodic-software
melodic-software
417

nullable-audit

Analyze nullable reference type adoption with warnings breakdown and migration recommendations

melodic-software
melodic-software
417

setup-aspire

Install the .NET Aspire CLI tool for MCP integration

melodic-software
melodic-software
417

solution-health

Analyze solution structure for orphaned projects, circular dependencies, and TFM inconsistencies

melodic-software
melodic-software
417

update-dotnet-version

Comprehensive one-shot .NET version upgrade with SDK, TFM, packages, and build validation

melodic-software
melodic-software
417

upgrade-nuget-packages

Interactive NuGet package upgrade with vulnerability detection and breaking change warnings

melodic-software
melodic-software
417

duende-docs

Single source of truth and librarian for ALL Duende Software documentation. Manages local documentation storage, scraping, discovery, and resolution. Use when finding, locating, searching, or resolving Duende documentation; discovering docs by keywords, category, tags, or natural language queries; scraping from llms-full.txt; managing index metadata (keywords, tags, aliases); or rebuilding index from filesystem. Run scripts to scrape, find, and resolve documentation. Handles doc_id resolution, keyword search, natural language queries, category/tag filtering, alias resolution, llms-full.txt parsing, markdown subsection extraction for internal use, hash-based drift detection, and comprehensive index maintenance.

melodic-software
melodic-software
417

adr-management

Create and manage Architecture Decision Records (ADRs). Use when documenting technology choices, design decisions, or architectural changes that need to be tracked over time. This is the CANONICAL ADR skill - all ADR-related work should use this skill.

melodic-software
melodic-software
417

architecture-documentation

Generate architecture documents using templates with diagram integration. Use for creating C4 diagrams, viewpoint documents, and technical overviews.

melodic-software
melodic-software
417

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Adoption

Agent Skills are supported by leading AI development tools.

FAQ

Frequently asked questions about Agent Skills.

01

What are Agent Skills?

Agent Skills are reusable, production-ready capability packs for AI agents. Each skill lives in its own folder and is described by a SKILL.md file with metadata and instructions.

02

What does this agent-skills.md site do?

Agent Skills is a curated directory that indexes skill repositories and lets you browse, preview, and download skills in a consistent format.

03

Where are skills stored in a repo?

By default, the site scans the skills/ folder. You can also submit a URL that points directly to a specific skills folder.

04

What is required inside SKILL.md?

SKILL.md must include YAML frontmatter with at least name and description. The body contains the actual guidance and steps for the agent.

05

How can I submit a repo?

Click Submit in the header and paste a GitHub URL that points to a skills folder. We’ll parse it and add any valid skills to the directory.