Overview
agent-orchestration-improve-agent is an open-source workflow skill for Claude Code and compatible agents, published by sickn33. Its author describes it as: “Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration.”. The project has 47k stars on GitHub and is available under the MIT license. Add it to your setup with `/plugin marketplace add sickn33/agentic-awesome-skills`.
What agent-orchestration-improve-agent does
Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration.
What’s inside
The SKILL.md for agent-orchestration-improve-agent is organised into these sections:
- Use this skill when
- Do not use this skill when
- Instructions
- Safety
- Phase 1: Performance Analysis and Baseline Metrics
- 1.1 Gather Performance Data
- 1.2 User Feedback Pattern Analysis
- 1.3 Failure Mode Classification
- 1.4 Baseline Performance Report
- Phase 2: Prompt Engineering Improvements
- 2.1 Chain-of-Thought Enhancement
- 2.2 Few-Shot Example Optimization
Installation
Add agent-orchestration-improve-agent to your agent with:
/plugin marketplace add sickn33/agentic-awesome-skillsReview a skill’s source before installing it — skills can instruct your agent to run commands. This command comes from the skill’s public repository, which is the source of truth for setup steps. New to skills? Read how to install Claude Code skills.
Supported agents
- Claude Code — ships a claude code plugin marketplace
- Codex — declared in the repository topics
- Cursor — declared in the repository topics
- Gemini CLI — declared in the repository topics
- Antigravity — declared in the repository topics
License
agent-orchestration-improve-agent is published under the MIT license.
Strengths
- Clear MIT license — safe to read and adapt within its terms
- Ships in sickn33/agentic-awesome-skills, an established project with 46,693 GitHub stars
- Works with Claude Code, Codex, Cursor, Gemini CLI, Antigravity
- Actively maintained — repository updated in the last 30 days
- Its repository gained 2,482 GitHub stars over the last 52 days
Author
Topics
Frequently asked questions
- What does agent-orchestration-improve-agent do?
- Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration.
- How do I install agent-orchestration-improve-agent?
- Run /plugin marketplace add sickn33/agentic-awesome-skills in your agent, then reload your skills. Review the source at https://github.com/sickn33/agentic-awesome-skills before installing.
- Is agent-orchestration-improve-agent free to use?
- Yes. agent-orchestration-improve-agent is free and open source under the MIT license, so you can read, run, and adapt it within that license's terms.
- Which agents does agent-orchestration-improve-agent work with?
- agent-orchestration-improve-agent lists Claude Code, Codex, Cursor, Gemini CLI, and Antigravity — named in its SKILL.md, its plugin marketplace or its repository topics. Skills use the portable SKILL.md format, so other agents that read that format may load it too.
- Where does agent-orchestration-improve-agent come from?
- agent-orchestration-improve-agent ships inside sickn33/agentic-awesome-skills, a repository that contains 70 catalogued skills in total. The repository's 46,693 GitHub stars apply to that whole collection, not to this skill on its own.