Skill Market

daa agent

Create and adapt Dynamic Agentic Architecture agents that learn and evolve

GitHub
githubcommunityclaudemcp
0.0
0 installs73.4K GitHub starsby ruvnet

Skill Introduction

Overview
Create and adapt Dynamic Agentic Architecture agents that learn and evolve

Core value

Turns reusable Other know-how into an installable skill, helping users complete github, community, claude, mcp work faster.

Target users

  • Developers, testers, and maintainers who handle Other tasks in Focus Code.
  • Teams that already trust workflows or content from ruvnet.
  • Users who want standardized prompts, steps, or conventions instead of repeating setup work.

Best practices

  • Read the skill content first to confirm required inputs, expected outputs, and dependencies.
  • Try it on a small task before relying on it for critical work.
  • Add project-specific constraints such as coding style, target platform, test expectations, and delivery format.
  • For external sources, verify the source link, version, and recent maintenance activity.

Best use cases

  • Tasks related to github, community, claude, mcp that need a reusable execution flow.
  • Converting a community repo, team convention, or personal workflow into day-to-day assistance.
  • Starting from a proven skill instead of writing prompts or procedures from scratch.

Limits and boundaries

  • Results depend on the quality of the original skill content and may need human correction.
  • It does not replace code review, tests, security review, or professional judgment.
  • External tools, APIs, account permissions, and local dependencies still need separate setup.

Differentiation

  • Structured around Other, making it easier to discover and reuse than loose prompt snippets.
  • Marked as GitHub, which helps users judge trust and maintenance expectations.
  • Keeps the original source link available for repository, documentation, or discussion follow-up.
  • Tagged with github, community, claude, mcp, so it can be filtered by concrete task intent.

Install and use

Install
Copy Install Command
focus install daa-agent-948bca
View source

Detail Preview

SKILL.md

Primary filemarkdown2 KB

name: daa-agent description: Create and adapt Dynamic Agentic Architecture agents that learn and evolve argument-hint: "<create|adapt|status> [options]" allowed-tools: mcp__claude-flow__daa_agent_create mcp__claude-flow__daa_agent_adapt mcp__claude-flow__daa_learning_status mcp__claude-flow__daa_performance_metrics mcp__claude-flow__daa_knowledge_share Bash

DAA Agent

Create agents with Dynamic Agentic Architecture that adapt and learn over time.

When to use

When you need agents that go beyond static configurations — agents that adapt their behavior based on performance metrics, learn from interactions, and share knowledge with other agents.

Steps

  1. Create agent — call mcp__claude-flow__daa_agent_create with initial configuration and learning parameters
  2. Monitor learning — call mcp__claude-flow__daa_learning_status to see adaptation progress
  3. Check performance — call mcp__claude-flow__daa_performance_metrics for efficiency and accuracy metrics
  4. Adapt — call mcp__claude-flow__daa_agent_adapt to trigger manual adaptation based on feedback
  5. Share knowledge — call mcp__claude-flow__daa_knowledge_share to propagate learnings to other agents

DAA vs static agents

AspectStatic AgentDAA Agent
BehaviorFixed configurationAdapts over time
LearningNoneContinuous from interactions
KnowledgeIsolatedShared across agents
PerformanceConstantImproves with use

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