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multi-agent-observability

Build observability interfaces for multi-agent systems. Use when monitoring multi-agent execution, tracking agent metrics, implementing logging for parallel agents, or debugging agent workflows.

melodic-software
melodic-software
417

orchestrate

Run orchestration workflow for a complex task using multi-agent patterns. Use when a task requires coordinated scout-build-review phases.

melodic-software
melodic-software
417

orchestration-prompts

Write prompts for orchestrator workflows with phases and aggregation. Use when designing multi-phase workflows, writing agent command prompts, or implementing result aggregation patterns.

melodic-software
melodic-software
417

orchestrator-design

Design O-Agent systems for multi-agent fleet management. Use when building orchestrator agents, designing multi-agent architectures, or creating unified interfaces for agent fleet control.

melodic-software
melodic-software
417

patch-design

Create minimal, surgical patch plans for targeted fixes. Use when fixing specific issues from review, creating focused patches, or avoiding scope creep in fix implementations.

melodic-software
melodic-software
417

patch

Create minimal surgical patch plan for targeted fix. Use for small, focused changes rather than full feature implementations.

melodic-software
melodic-software
417

piter-setup

Set up PITER framework elements for AFK agent systems. Use when configuring prompt input sources, triggers, environments, and review processes for autonomous agent workflows.

melodic-software
melodic-software
417

plan-generation

Assist in generating comprehensive plans from templates using extended thinking. Use when generating plans from meta-prompt templates, reviewing plan quality, or ensuring plans meet team standards.

melodic-software
melodic-software
417

team-topology-design

Team Topologies methodology for organizational design. Covers the four fundamental team types, three interaction modes, cognitive load assessment, Inverse Conway Maneuver, and team evolution patterns. Use when designing team structures that align with architecture.

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

architecture-review

Review architecture of current codebase or staged changes

melodic-software
melodic-software
417

cloud-alignment

Align with cloud architecture frameworks (Microsoft CAF, AWS Well-Architected). Check alignment with pillars, identify gaps.

melodic-software
melodic-software
417

context-mapping

Map relationships between bounded contexts using DDD context mapping patterns. Use when defining upstream/downstream relationships, integration strategies (ACL, OHS, PL), or generating Context Mapper DSL output. Follows event storming for bounded context discovery.

melodic-software
melodic-software
417

detect-over-engineering

Detect unnecessary complexity, speculative generality, and over-engineered solutions in code

melodic-software
melodic-software
417

domain-storytelling

Collaborative domain modeling through pictographic stories. Use when gathering requirements, understanding business workflows, onboarding team members, or preparing for event storming. Follows Stefan Hofer & Henning Schwentner's methodology with actors, work objects, and activities.

melodic-software
melodic-software
417

ea-dashboard

Show architecture overview and metrics (ADR count, documentation coverage, Zachman cell coverage)

melodic-software
melodic-software
417

ea-document

Generate architecture document (context, container, component, deployment, data, executive-summary)

melodic-software
melodic-software
417

ea-explain

Explain an enterprise architecture concept

melodic-software
melodic-software
417

ea-learning

Explain enterprise architecture concepts in practical terms. Use when learning about TOGAF, Zachman, ADRs, or any EA terminology.

melodic-software
melodic-software
417

event-storming

AI-simulated event storming workshop with multi-persona support. Use when discovering domain events, commands, actors, and bounded contexts. Supports three modes - full-simulation (5 persona agents debate), quick (single-pass analysis), and guided (interactive with user). Orchestrates persona agents and synthesizes results.

melodic-software
melodic-software
417

explore-migration

Explore migration paths when planning architecture changes. Documents current state, identifies options with trade-offs for informed decision-making.

melodic-software
melodic-software
417

fitness-functions

Architecture test guidance for .NET using NetArchTest and ArchUnitNET. Use when enforcing architectural boundaries, testing module dependencies, validating layer constraints, or creating performance fitness functions. Includes code generation templates.

melodic-software
melodic-software
417

gap-analysis

Compare current state to target state architecture. Scoped to technical options - requires business context for complete analysis.

melodic-software
melodic-software
417

modular-architecture

Module organization patterns including ports and adapters (hexagonal), module communication, and data isolation. Use when structuring modular monoliths, defining module boundaries, setting up inter-module communication, or isolating database contexts. Includes MediatR patterns for internal events.

melodic-software
melodic-software
417

resilience-patterns

Circuit breaker, retry, and DLQ patterns for .NET using Polly and Brighter. Use when implementing fault tolerance, handling transient failures, configuring retry strategies, or setting up dead letter queues. Includes Polly HttpClient patterns and Brighter message handler resilience.

melodic-software
melodic-software
417

gemini-analyze

Send a file to Gemini CLI for structured code analysis. Use when you need security audits, performance reviews, architecture analysis, or bug detection.

melodic-software
melodic-software
417

gemini-checkpoint-management

Central authority for Gemini CLI Checkpointing. Covers git-based file snapshots, automatic state saving, /restore command, and rollback. Use when enabling checkpointing, restoring previous states, undoing changes, or planning experimental workflows with Gemini. Delegates 100% to gemini-cli-docs for official documentation.

melodic-software
melodic-software
417

gemini-cli-docs

Single source of truth and librarian for ALL Gemini CLI documentation. Manages local documentation storage, scraping, discovery, and resolution. Use when finding, locating, searching, or resolving Gemini CLI documentation; discovering docs by keywords, category, tags, or natural language queries; scraping from llms.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.txt parsing, markdown subsection extraction for internal use, hash-based drift detection, and comprehensive index maintenance.

melodic-software
melodic-software
417

gemini-cli-execution

Expert guide for executing the Google Gemini CLI in non-interactive and headless modes. Covers command syntax, piping input, output handling, and automation patterns. Use when running gemini commands, piping context to Gemini, scripting Gemini workflows, or using interactive shell mode. Delegates to gemini-cli-docs for official command references.

melodic-software
melodic-software
417

gemini-command-development

Expert guide for creating custom Gemini CLI commands. Covers slash command definitions (.toml), argument parsing, and shell execution. Use when creating custom Gemini commands, defining TOML command files, adding command arguments, or building extension-based commands. Delegates to gemini-cli-docs.

melodic-software
melodic-software
417

gemini-config-management

Expert guide for configuring Google Gemini CLI. Covers global vs project settings.json, Trusted Folders, Policy Engine, and environment variables. Use when configuring Gemini settings, managing trusted folders, setting up security policies, or troubleshooting configuration precedence. Delegates to gemini-cli-docs for official references.

melodic-software
melodic-software
417

gemini-context-bridge

Facilitates context sharing and strategic delegation between Claude Code and Gemini CLI. Syncs CLAUDE.md to GEMINI.md and provides agent selection guidance. Use when onboarding Gemini to a project, syncing instructions between agents, or deciding whether to use Claude or Gemini for a specific task.

melodic-software
melodic-software
417

gemini-delegation-patterns

Strategic patterns for Claude-to-Gemini delegation. Covers decision criteria, execution patterns, result parsing, and error handling. Use when determining if a task should be delegated to Gemini CLI.

melodic-software
melodic-software
417

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Adoption

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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.