Orca CLI
stablyai/orca
Operate Orca-managed worktrees, folder contexts, terminals, repos, automations, artifacts, skill sharing, worktree comments, and Orca's embedded browser…
Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration.
Install Agent Orchestration Multi Agent Optimize
$ npx skills add aiskillstore/marketplace --skill agent-orchestration-multi-agent-optimize -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aiskillstore/marketplace agent-orchestration-multi-agent-optimize --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-multi-agent-optimize .claude/skills/agent-orchestration-multi-agent-optimize && 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-multi-agent-optimize" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/agent-orchestration-multi-agent-optimize into .claude/skills/agent-orchestration-multi-agent-optimize/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-orchestration-multi-agent-optimize", 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-multi-agent-optimizeType 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-multi-agent-optimize -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aiskillstore/marketplace agent-orchestration-multi-agent-optimize --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-multi-agent-optimize .agents/skills/agent-orchestration-multi-agent-optimize && 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-multi-agent-optimize" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/agent-orchestration-multi-agent-optimize into .agents/skills/agent-orchestration-multi-agent-optimize/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-orchestration-multi-agent-optimize", 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-multi-agent-optimize -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aiskillstore/marketplace agent-orchestration-multi-agent-optimize --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-multi-agent-optimize .cursor/skills/agent-orchestration-multi-agent-optimize && 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-multi-agent-optimize" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/agent-orchestration-multi-agent-optimize into .cursor/skills/agent-orchestration-multi-agent-optimize/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-orchestration-multi-agent-optimize", 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-multi-agent-optimize--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-multi-agent-optimize -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aiskillstore/marketplace agent-orchestration-multi-agent-optimize --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-multi-agent-optimize .gemini/skills/agent-orchestration-multi-agent-optimize && 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-multi-agent-optimize" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/agent-orchestration-multi-agent-optimize into .gemini/skills/agent-orchestration-multi-agent-optimize/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-orchestration-multi-agent-optimize", 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-multi-agent-optimizeInstalls 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-multi-agent-optimize -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-multi-agent-optimize .github/skills/agent-orchestration-multi-agent-optimize && 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-multi-agent-optimize" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/agent-orchestration-multi-agent-optimize into .github/skills/agent-orchestration-multi-agent-optimize/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-orchestration-multi-agent-optimize", 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-multi-agent-optimize -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-multi-agent-optimize --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-multi-agent-optimize .opencode/skills/agent-orchestration-multi-agent-optimize && 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-multi-agent-optimize" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/agent-orchestration-multi-agent-optimize into .opencode/skills/agent-orchestration-multi-agent-optimize/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-orchestration-multi-agent-optimize", 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-multi-agent-optimize- GitHub stars
- 430
- Used in
- 9 other repos
- Token cost
- ~1.8k tokens
- SKILL.md length
- 535 words
- Files
- 2
- Skills in repo
- 1,108
- Repo updated
- First seen
- Licence
- None found
At a glance
Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration.
- Works in 8 steps: Multi-Agent Performance Profiling → Context Window Optimization → Agent Coordination Efficiency → …
- Improving agent performance
- SKILL.md covers Use this skill when, Do not use this skill when, Instructions and Safety, plus 11 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Agent Orchestration Multi Agent Optimize is an agent skill from aiskillstore/marketplace. Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Use when improving agent performance, throughput, or reliability.
Its SKILL.md is about 1.8k 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 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
- Improving agent performance
- Tasks that involve Multi-agent orchestration
Example prompts
- “/agent-orchestration-multi-agent-optimize”
Requirements
- Python 3
Workflow steps
8 steps, taken from the step headings in SKILL.md.
- Multi-Agent Performance Profiling
- Context Window Optimization
- Agent Coordination Efficiency
- Parallel Execution Optimization
- Cost Optimization Strategies
- Latency Reduction Techniques
- Quality vs Speed Tradeoffs
- Monitoring and Continuous Improvement
What it can do on your machine
Read from SKILL.md and the folder at commit ad8daf7. 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 (its code samples are python).
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 Multi Agent Optimize loads about 1.8k tokens when it runs. Until then it costs about 54 tokens; SKILL.md has 535 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 535 words (~1,790 tokens).
“The Multi-Agent Optimization Tool is an advanced AI-driven framework designed to holistically improve system performance through intelligent, coordinated agent-based optimization. Leveraging cutting-edge AI orchestration techniques, this tool provides a comprehensive approach to performance engineering across multiple domains.”
- name
- agent-orchestration-multi-agent-optimize
- risk
- unknown
- source
- community
- date_added
- 2026-02-27
Files
SKILL.md and 1 other file in skills/sickn33/agent-orchestration-multi-agent-optimize of aiskillstore/marketplace.
- SKILL.md
- skill-report.json
Open the folder on GitHubat commit ad8daf7
Used in 9 other repositories
We found 18 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 9 other GitHub owners. This page covers the copy in aiskillstore/marketplace, which our catalogue first saw on October 7, 2026.
- majiayu000/claude-skill-registryskills/agent/agent-orchestration-multi-agent-optimize-claude-code-communit-cl
- aAAaqwq/AGI-Super-Teamskills/agent-orchestration-multi-agent-optimize
- sickn33/agentic-awesome-skillsskills/agent-orchestration-multi-agent-optimizeplugins/agentic-awesome-skills/skills/agent-orchestration-multi-agent-optimize+1 more
- rmyndharis/antigravity-skillsskills/agent-orchestration-multi-agent-optimize
- Dokhacgiakhoa/Agent-Skills-4-Vibe-Coding-CLI.agent/skills/agent-orchestration-multi-agent-optimize
- agent-skills-hub/agent-skills-hubskills/agent-orchestration-multi-agent-optimize
- lingxling/awesome-skills-cnantigravity-awesome-skills/skills/agent-orchestration-multi-agent-optimizeantigravity-awesome-skills/plugins/agentic-awesome-skills/skills/agent-orchestration-multi-agent-optimize+1 more
- benjaminasterA/antigravity-awesome-skillsskills/agent-orchestration-multi-agent-optimize
- henryalouf/ruflow.agents/skills/agent-orchestration-multi-agent-optimize.agents/skills/antigravity-awesome-skills/skills/agent-orchestration-multi-agent-optimize+4 more
Compare with similar skills
Agent Orchestration Multi Agent Optimize 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 Multi Agent Optimize this skillaiskillstore/marketplace | 430 | 9 repos | ~1.8k | Automated safety check: Pass | None | |
| Orca CLIstablyai/orca | 87k | 2 repos | ~593 | Automated safety check: Pass | MIT | |
| Paseo Advisor Second Opiniongetpaseo/paseo | 20k | 1 repos | ~756 | Automated safety check: Pass | Custom licence | |
| O2 Review Loopopenobserve/openobserve | 22k | — | ~3.7k | Automated safety check: Pass | AGPL-3.0 | |
| Paseo Committeegetpaseo/paseo | 20k | 1 repos | ~496 | Automated safety check: Pass | Custom licence | |
| Mission Control Agent APIbuilderz-labs/mission-control | 6.3k | — | ~2.1k | Automated safety check: Pass | MIT |
Similar skills
Paseo Advisor Second Opinion
getpaseo/paseo
Launches one separate agent through Paseo to give a second opinion on the current task, with a self-contained briefing and no permission to edit files.
O2 Review Loop
openobserve/openobserve
Splits a change into planner, coder and independent reviewer roles: you confirm a spec, a subagent implements it, and a separate reviewer checks each round's local WIP commit.
Paseo Committee
getpaseo/paseo
Forms a two-agent committee with contrasting profiles to analyze a stuck problem in parallel, reconcile their views and return a consensus plan without editing files.
Mission Control Agent API
builderz-labs/mission-control
Teaches an agent to use the Mission Control dashboard API: register, send heartbeats, fetch assigned tasks, report progress and disconnect, with API key auth.
Paseo Agent Handoff
getpaseo/paseo
Hands off the current task, including context, decisions and failed attempts, to a fresh agent through Paseo by writing a self-contained briefing prompt and launching that agent.
More from aiskillstore/marketplace
All 1,108 skills in this repoCode Stats
aiskillstore/marketplace
Analyze codebase with tokei (fast line counts by language) and difft (semantic AST-aware diffs).
File Search
aiskillstore/marketplace
Modern file and content search using fd, ripgrep (rg), and fzf.
Data Processing
aiskillstore/marketplace
Process JSON with jq and YAML/TOML with yq. An agent skill from aiskillstore/marketplace.
Doc Scanner
aiskillstore/marketplace
Scans for project documentation files (AGENTS.md, CLAUDE.md, GEMINI.md, COPILOT.md, CURSOR.md, WARP.md, and 15+ other formats) and synthesizes guidance.
Find Replace
aiskillstore/marketplace
Modern find-and-replace using sd (simpler than sed) and batch replacement patterns.
Investigating Codebases
aiskillstore/marketplace
Automatically activated when user asks how something works, wants to understand unfamiliar code, needs to explore a new codebase, or asks questions like "where is X implemented?", "how does Y…
Related
Categories
Questions about Agent Orchestration Multi Agent Optimize
What does Agent Orchestration Multi Agent Optimize do?
Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Agent Orchestration Multi Agent Optimize is an agent skill from aiskillstore/marketplace. Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration.
When should I use Agent Orchestration Multi Agent Optimize?
Agent Orchestration Multi Agent Optimize fits situations like: improving agent performance; tasks that involve Multi-agent orchestration.
How do I install Agent Orchestration Multi Agent Optimize in Claude Code?
Run `npx skills add aiskillstore/marketplace --skill agent-orchestration-multi-agent-optimize -a claude-code`. Or copy the skill folder (skills/sickn33/agent-orchestration-multi-agent-optimize in aiskillstore/marketplace) into .claude/skills/agent-orchestration-multi-agent-optimize in your project. Claude Code loads it when a task matches its description.
How do I install Agent Orchestration Multi Agent Optimize in Codex?
Run `npx skills add aiskillstore/marketplace --skill agent-orchestration-multi-agent-optimize -a codex`. Or copy the skill folder (skills/sickn33/agent-orchestration-multi-agent-optimize in aiskillstore/marketplace) into .agents/skills/agent-orchestration-multi-agent-optimize in your project. Codex loads it when a task matches its description.
Can I use Agent Orchestration Multi Agent Optimize 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-multi-agent-optimize -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-multi-agent-optimize, .gemini/skills/agent-orchestration-multi-agent-optimize, .github/skills/agent-orchestration-multi-agent-optimize and .opencode/skills/agent-orchestration-multi-agent-optimize in your project.
What does Agent Orchestration Multi Agent Optimize need to run?
SKILL.md names no scripts, command-line tools or credentials: Agent Orchestration Multi Agent Optimize is instructions for the agent only. Our summary lists: Python 3.
Does Agent Orchestration Multi Agent Optimize 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 Multi Agent Optimize 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 Multi Agent Optimize use?
No licence was found for Agent Orchestration Multi Agent Optimize or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Agent Orchestration Multi Agent Optimize use?
About 1.8k tokens (SKILL.md is roughly 7.2k 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 Multi Agent Optimize?
Skills that share tags, products or a category with Agent Orchestration Multi Agent Optimize: Orca CLI (stablyai/orca, 87k stars), Paseo Advisor Second Opinion (getpaseo/paseo, 20k stars), O2 Review Loop (openobserve/openobserve, 22k stars) and Paseo Committee (getpaseo/paseo, 20k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Agent Orchestration Multi Agent Optimize?
aiskillstore (a GitHub organization) maintains it in aiskillstore/marketplace, which has 430 GitHub stars. The repository holds 1,108 skills in this directory. The repository was last updated on October 7, 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.