Agent Orchestration
LeoYeAI/openclaw-master-skills
Multi-agent orchestration patterns for production deployments.
Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration.
Install Agent Orchestration Improve Agent
$ npx skills add aiskillstore/marketplace --skill agent-orchestration-improve-agent -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aiskillstore/marketplace agent-orchestration-improve-agent --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/sickn33/agent-orchestration-improve-agent .claude/skills/agent-orchestration-improve-agent && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "agent-orchestration-improve-agent" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/agent-orchestration-improve-agent into .claude/skills/agent-orchestration-improve-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-orchestration-improve-agent", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/agent-orchestration-improve-agentType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add aiskillstore/marketplace --skill agent-orchestration-improve-agent -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aiskillstore/marketplace agent-orchestration-improve-agent --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/sickn33/agent-orchestration-improve-agent .agents/skills/agent-orchestration-improve-agent && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "agent-orchestration-improve-agent" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/agent-orchestration-improve-agent into .agents/skills/agent-orchestration-improve-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-orchestration-improve-agent", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add aiskillstore/marketplace --skill agent-orchestration-improve-agent -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aiskillstore/marketplace agent-orchestration-improve-agent --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/sickn33/agent-orchestration-improve-agent .cursor/skills/agent-orchestration-improve-agent && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "agent-orchestration-improve-agent" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/agent-orchestration-improve-agent into .cursor/skills/agent-orchestration-improve-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-orchestration-improve-agent", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/aiskillstore/marketplace.git --path skills/sickn33/agent-orchestration-improve-agent--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add aiskillstore/marketplace --skill agent-orchestration-improve-agent -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aiskillstore/marketplace agent-orchestration-improve-agent --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/sickn33/agent-orchestration-improve-agent .gemini/skills/agent-orchestration-improve-agent && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "agent-orchestration-improve-agent" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/agent-orchestration-improve-agent into .gemini/skills/agent-orchestration-improve-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-orchestration-improve-agent", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install aiskillstore/marketplace agent-orchestration-improve-agentInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add aiskillstore/marketplace --skill agent-orchestration-improve-agent -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/sickn33/agent-orchestration-improve-agent .github/skills/agent-orchestration-improve-agent && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "agent-orchestration-improve-agent" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/agent-orchestration-improve-agent into .github/skills/agent-orchestration-improve-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-orchestration-improve-agent", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add aiskillstore/marketplace --skill agent-orchestration-improve-agent -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install aiskillstore/marketplace agent-orchestration-improve-agent --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/sickn33/agent-orchestration-improve-agent .opencode/skills/agent-orchestration-improve-agent && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "agent-orchestration-improve-agent" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/agent-orchestration-improve-agent into .opencode/skills/agent-orchestration-improve-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-orchestration-improve-agent", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
agent-orchestration-improve-agent- GitHub stars
- 430
- Used in
- 7 other repos
- Token cost
- ~2.6k tokens
- SKILL.md length
- 975 words
- Files
- 2
- Skills in repo
- 1,044
- Repo updated
- First seen
- Licence
- None found
At a glance
Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration.
- Works in 4 steps: Performance Analysis and Baseline Metrics → Prompt Engineering Improvements → Testing and Validation → …
- Tasks that involve Prompt engineering
- SKILL.md covers Use this skill when, Do not use this skill when, Instructions and Safety, plus 8 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Agent Orchestration Improve Agent is an agent skill from aiskillstore/marketplace. Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration.
Its SKILL.md is about 2.6k tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `skill-report.json`).
It sits in Agent Workflows, covering Prompt engineering and Multi-agent orchestration. The repository describes itself as: Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.
When your agent uses it
- Tasks that involve Prompt engineering
- Tasks that involve Multi-agent orchestration
Example prompts
- “/agent-orchestration-improve-agent”
Workflow steps
4 steps, taken from the step headings in SKILL.md.
- Performance Analysis and Baseline Metrics
- Prompt Engineering Improvements
- Testing and Validation
- Version Control and Deployment
What it can do on your machine
Read from SKILL.md and the folder at commit 755bc35. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Agent Orchestration Improve Agent loads about 2.6k tokens when it runs. Until then it costs about 38 tokens; SKILL.md has 975 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 975 words (~2,625 tokens).
“Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration.”
- name
- agent-orchestration-improve-agent
- risk
- unknown
- source
- community
- date_added
- 2026-02-27
Files
SKILL.md and 1 other file in skills/sickn33/agent-orchestration-improve-agent of aiskillstore/marketplace.
- SKILL.md
- skill-report.json
Open the folder on GitHubat commit 755bc35
Used in 7 other repositories
We found 16 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 7 other GitHub owners. This page covers the copy in aiskillstore/marketplace, which our catalogue first saw on October 7, 2026.
- sickn33/agentic-awesome-skillsskills/agent-orchestration-improve-agentplugins/agentic-awesome-skills/skills/agent-orchestration-improve-agent+1 more
- rmyndharis/antigravity-skillsskills/agent-orchestration-improve-agent
- Dokhacgiakhoa/Agent-Skills-4-Vibe-Coding-CLI.agent/skills/agent-orchestration-improve-agent
- agent-skills-hub/agent-skills-hubskills/agent-orchestration-improve-agent
- lingxling/awesome-skills-cnantigravity-awesome-skills/skills/agent-orchestration-improve-agentantigravity-awesome-skills/plugins/agentic-awesome-skills/skills/agent-orchestration-improve-agent+1 more
- benjaminasterA/antigravity-awesome-skillsskills/agent-orchestration-improve-agent
- henryalouf/ruflow.agents/skills/agent-orchestration-improve-agent.agents/skills/antigravity-awesome-skills/skills/agent-orchestration-improve-agent+4 more
Compare with similar skills
Agent Orchestration Improve Agent next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Agent Orchestration Improve Agent this skillaiskillstore/marketplace | 430 | 7 repos | ~2.6k | Automated safety check: Pass | None | |
| Agent OrchestrationLeoYeAI/openclaw-master-skills | 2.2k | — | ~4.4k | Automated safety check: Pass | MIT | |
| Flow SwarmLeoYeAI/openclaw-master-skills | 2.2k | — | ~5.3k | Automated safety check: Pass | MIT | |
| Deep Researcher Customize Prompts ModelsNVIDIA-AI-Blueprints/deep-researcher-agent | 885 | — | ~1.6k | Automated safety check: Notes | Apache-2.0 | |
| Agent Designeralirezarezvani/claude-skills | 28k | — | ~1.1k | Automated safety check: Pass | MIT | |
| Claude Code Agent Developmentanthropics/claude-plugins-official | 38k | 7 repos | ~2.8k | Automated safety check: Pass | Apache-2.0 |
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Related
Categories
Questions about Agent Orchestration Improve Agent
What does Agent Orchestration Improve Agent do?
Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration. Agent Orchestration Improve Agent is an agent skill from aiskillstore/marketplace. Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration.
When should I use Agent Orchestration Improve Agent?
Agent Orchestration Improve Agent fits situations like: tasks that involve Prompt engineering; tasks that involve Multi-agent orchestration.
How do I install Agent Orchestration Improve Agent in Claude Code?
Run `npx skills add aiskillstore/marketplace --skill agent-orchestration-improve-agent -a claude-code`. Or copy the skill folder (skills/sickn33/agent-orchestration-improve-agent in aiskillstore/marketplace) into .claude/skills/agent-orchestration-improve-agent in your project. Claude Code loads it when a task matches its description.
How do I install Agent Orchestration Improve Agent in Codex?
Run `npx skills add aiskillstore/marketplace --skill agent-orchestration-improve-agent -a codex`. Or copy the skill folder (skills/sickn33/agent-orchestration-improve-agent in aiskillstore/marketplace) into .agents/skills/agent-orchestration-improve-agent in your project. Codex loads it when a task matches its description.
Can I use Agent Orchestration Improve Agent in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add aiskillstore/marketplace --skill agent-orchestration-improve-agent -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/agent-orchestration-improve-agent, .gemini/skills/agent-orchestration-improve-agent, .github/skills/agent-orchestration-improve-agent and .opencode/skills/agent-orchestration-improve-agent in your project.
What does Agent Orchestration Improve Agent need to run?
SKILL.md names no scripts, command-line tools or credentials: Agent Orchestration Improve Agent is instructions for the agent only.
Does Agent Orchestration Improve Agent access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Agent Orchestration Improve Agent safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Agent Orchestration Improve Agent use?
No licence was found for Agent Orchestration Improve Agent or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Agent Orchestration Improve Agent use?
About 2.6k tokens (SKILL.md is roughly 11k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Agent Orchestration Improve Agent?
Skills that share tags, products or a category with Agent Orchestration Improve Agent: Agent Orchestration (LeoYeAI/openclaw-master-skills, 2.2k stars), Flow Swarm (LeoYeAI/openclaw-master-skills, 2.2k stars), Deep Researcher Customize Prompts Models (NVIDIA-AI-Blueprints/deep-researcher-agent, 885 stars) and Agent Designer (alirezarezvani/claude-skills, 28k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Agent Orchestration Improve Agent?
aiskillstore (a GitHub organization) maintains it in aiskillstore/marketplace, which has 430 GitHub stars. The repository holds 1,044 skills in this directory. The repository was last updated on October 9, 2026.
Source: aiskillstore/marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.