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.
This skill should be used when the user asks to "design multi-agent system", "implement supervisor pattern", "create swarm architecture", "coordinate multiple agents", or mentions multi-agent…
Install Multi Agent Patterns
$ npx skills add aiskillstore/marketplace --skill multi-agent-patterns -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aiskillstore/marketplace multi-agent-patterns --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/multi-agent-patterns .claude/skills/multi-agent-patterns && 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 "multi-agent-patterns" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/multi-agent-patterns into .claude/skills/multi-agent-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "multi-agent-patterns", 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/multi-agent-patternsType 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 multi-agent-patterns -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aiskillstore/marketplace multi-agent-patterns --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/multi-agent-patterns .agents/skills/multi-agent-patterns && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "multi-agent-patterns" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/multi-agent-patterns into .agents/skills/multi-agent-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "multi-agent-patterns", 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 multi-agent-patterns -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aiskillstore/marketplace multi-agent-patterns --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/multi-agent-patterns .cursor/skills/multi-agent-patterns && 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 "multi-agent-patterns" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/multi-agent-patterns into .cursor/skills/multi-agent-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "multi-agent-patterns", 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/multi-agent-patterns--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 multi-agent-patterns -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aiskillstore/marketplace multi-agent-patterns --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/multi-agent-patterns .gemini/skills/multi-agent-patterns && 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 "multi-agent-patterns" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/multi-agent-patterns into .gemini/skills/multi-agent-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "multi-agent-patterns", 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 multi-agent-patternsInstalls 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 multi-agent-patterns -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/multi-agent-patterns .github/skills/multi-agent-patterns && 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 "multi-agent-patterns" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/multi-agent-patterns into .github/skills/multi-agent-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "multi-agent-patterns", 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 multi-agent-patterns -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 multi-agent-patterns --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/multi-agent-patterns .opencode/skills/multi-agent-patterns && 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 "multi-agent-patterns" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/multi-agent-patterns into .opencode/skills/multi-agent-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "multi-agent-patterns", 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
multi-agent-patterns- GitHub stars
- 430
- Used in
- 6 other repos
- Token cost
- ~3.7k tokens
- SKILL.md length
- 1,587 words
- Files
- 2
- Skills in repo
- 1,085
- Repo updated
- First seen
- Licence
- None found
At a glance
This skill should be used when the user asks to "design multi-agent system", "implement supervisor pattern", "create swarm architecture", "coordinate multiple agents", or mentions multi-agent…
- Works in 8 steps: Design for context isolation as the… → Choose architecture pattern based on… → Implement explicit handoff protocols… → …
- Asks to design multi-agent system
- SKILL.md covers When to Use, Core Concepts, Detailed Topics and Practical Guidance, plus 6 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Multi Agent Patterns is an agent skill from aiskillstore/marketplace. This skill should be used when the user asks to "design multi-agent system", "implement supervisor pattern", "create swarm architecture", "coordinate multiple agents", or mentions multi-agent patterns, context isolation, agent handoffs, sub-agents, or parallel agent execution.
Its SKILL.md is about 3.7k 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 and Subagents. The repository describes itself as: Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.
When your agent uses it
- Asks to design multi-agent system
- Implement supervisor pattern
- Create swarm architecture
- Coordinate multiple agents
Example prompts
- “design multi-agent system”
- “implement supervisor pattern”
- “create swarm architecture”
- “/multi-agent-patterns”
Requirements
- Python 3
Workflow steps
8 steps, taken from the first numbered list in SKILL.md.
- Design for context isolation as the primary benefit of multi-agent systems
- Choose architecture pattern based on coordination needs, not organizational metaphor
- Implement explicit handoff protocols with state passing
- Use weighted voting or debate protocols for consensus
- Monitor for supervisor bottlenecks and implement checkpointing
- Validate outputs before passing between agents
- Set time-to-live limits to prevent infinite loops
- Test failure scenarios explicitly
What it can do on your machine
Read from SKILL.md and the folder at commit 4ac52da. 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
Links to these hosts (documentation or services it may open):
langchain-ai.github.iomicrosoft.github.iodocs.crewai.comarxiv.org
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
Multi Agent Patterns loads about 3.7k tokens when it runs. Until then it costs about 75 tokens; SKILL.md has 1,587 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 1,587 words (~3,735 tokens).
“Multi-agent architectures distribute work across multiple language model instances, each with its own context window. When designed well, this distribution enables capabilities beyond single-agent limits. When designed poorly, it introduces coordination overhead that negates benefits. The critical insight is that…”
- name
- multi-agent-patterns
- risk
- critical
- source
- community
Files
SKILL.md and 1 other file in skills/sickn33/multi-agent-patterns of aiskillstore/marketplace.
- SKILL.md
- skill-report.json
Open the folder on GitHubat commit 4ac52da
Used in 6 other repositories
We found 17 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 6 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/multi-agent-patterns
- sickn33/agentic-awesome-skillsskills/multi-agent-patternsplugins/agentic-awesome-skills/skills/multi-agent-patterns+1 more
- agent-skills-hub/agent-skills-hubskills/multi-agent-patterns
- lingxling/awesome-skills-cnantigravity-awesome-skills/skills/multi-agent-patternsantigravity-awesome-skills/plugins/agentic-awesome-skills/skills/multi-agent-patterns+1 more
- benjaminasterA/antigravity-awesome-skillsskills/multi-agent-patterns
- henryalouf/ruflow.agents/skills/multi-agent-patterns.agents/skills/antigravity-awesome-skills/skills/multi-agent-patterns+4 more
Compare with similar skills
Multi Agent Patterns 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 |
|---|---|---|---|---|---|---|
| Multi Agent Patterns this skillaiskillstore/marketplace | 430 | 6 repos | ~3.7k | Automated safety check: Pass | None | |
| 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 | |
| Harness Agent Team Designerrevfactory/harness | 9.1k | — | ~4.5k | Automated safety check: Pass | Apache-2.0 | |
| ClawTeam Multi-Agent Swarmwin4r/ClawTeam-OpenClaw | 1.5k | 1 repos | ~2.9k | Automated safety check: Pass | MIT | |
| Sub-Agent Delegationcodewhale-hq/Codewhale | 41k | — | ~790 | Automated safety check: Pass | MIT |
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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.
Harness Agent Team Designer
revfactory/harness
Designs a project-specific agent harness: defines specialist agents, writes the skills they follow, picks an execution mode and model for each, and keeps the setup maintained.
ClawTeam Multi-Agent Swarm
win4r/ClawTeam-OpenClaw
Launches a swarm of specialist Hermes agents in git-worktree-isolated tmux windows with a kanban board and file-based inboxes, using built-in templates like hedge-fund and code-review.
Sub-Agent Delegation
codewhale-hq/Codewhale
Guides when and how to split multi-step coding, research or verification work into focused sub-agent runs while the parent keeps integration and final checks.
Parallel Agents
xenitV1/Antigravity-Workflows
Native multi-agent orchestration using Claude Code's Agent Tool.
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Related
Categories
Questions about Multi Agent Patterns
What does Multi Agent Patterns do?
This skill should be used when the user asks to "design multi-agent system", "implement supervisor pattern", "create swarm architecture", "coordinate multiple agents", or mentions multi-agent…. Multi Agent Patterns is an agent skill from aiskillstore/marketplace. This skill should be used when the user asks to "design multi-agent system", "implement supervisor pattern", "create swarm architecture", "coordinate multiple agents", or mentions multi-agent patterns, context isolation, agent handoffs, sub-agents, or parallel agent execution.
When should I use Multi Agent Patterns?
Multi Agent Patterns fits situations like: asks to design multi-agent system; implement supervisor pattern; create swarm architecture; coordinate multiple agents.
How do I install Multi Agent Patterns in Claude Code?
Run `npx skills add aiskillstore/marketplace --skill multi-agent-patterns -a claude-code`. Or copy the skill folder (skills/sickn33/multi-agent-patterns in aiskillstore/marketplace) into .claude/skills/multi-agent-patterns in your project. Claude Code loads it when a task matches its description.
How do I install Multi Agent Patterns in Codex?
Run `npx skills add aiskillstore/marketplace --skill multi-agent-patterns -a codex`. Or copy the skill folder (skills/sickn33/multi-agent-patterns in aiskillstore/marketplace) into .agents/skills/multi-agent-patterns in your project. Codex loads it when a task matches its description.
Can I use Multi Agent Patterns 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 multi-agent-patterns -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/multi-agent-patterns, .gemini/skills/multi-agent-patterns, .github/skills/multi-agent-patterns and .opencode/skills/multi-agent-patterns in your project.
What does Multi Agent Patterns need to run?
SKILL.md names no scripts, command-line tools or credentials: Multi Agent Patterns is instructions for the agent only. Our summary lists: Python 3.
Does Multi Agent Patterns access the network?
SKILL.md names 4 domains. As links in the text: langchain-ai.github.io, microsoft.github.io, docs.crewai.com and arxiv.org. This is read from the text; nothing was executed.
Is Multi Agent Patterns 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 Multi Agent Patterns use?
No licence was found for Multi Agent Patterns or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Multi Agent Patterns use?
About 3.7k tokens (SKILL.md is roughly 15k 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 Multi Agent Patterns?
Skills that share tags, products or a category with Multi Agent Patterns: Paseo Advisor Second Opinion (getpaseo/paseo, 20k stars), O2 Review Loop (openobserve/openobserve, 22k stars), Harness Agent Team Designer (revfactory/harness, 9.1k stars) and ClawTeam Multi-Agent Swarm (win4r/ClawTeam-OpenClaw, 1.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Multi Agent Patterns?
aiskillstore (a GitHub organization) maintains it in aiskillstore/marketplace, which has 430 GitHub stars. The repository holds 1,085 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.