Orca CLI
stablyai/orca
Operate Orca-managed worktrees, folder contexts, terminals, repos, automations, artifacts, skill sharing, worktree comments, and Orca's embedded browser…
Cross-agent swarm-mode behavior model — a higher-rigor workflow using parallel investigation, independent reviewer validation, and critic challenge, plus the mandatory implementation closeout gate.
$ npx skills add ZaxbyHub/opencode-swarm --skill swarm -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ZaxbyHub/opencode-swarm swarm --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/ZaxbyHub/opencode-swarm.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.opencode/skills/swarm .claude/skills/swarm && 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 "swarm" agent skill from https://github.com/ZaxbyHub/opencode-swarm/tree/main/.opencode/skills/swarm into .claude/skills/swarm/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "swarm", 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/ZaxbyHub/opencode-swarm/tree/main/.opencode/skills/swarmType 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 ZaxbyHub/opencode-swarm --skill swarm -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ZaxbyHub/opencode-swarm swarm --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ZaxbyHub/opencode-swarm.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.opencode/skills/swarm .agents/skills/swarm && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "swarm" agent skill from https://github.com/ZaxbyHub/opencode-swarm/tree/main/.opencode/skills/swarm into .agents/skills/swarm/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "swarm", 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 ZaxbyHub/opencode-swarm --skill swarm -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ZaxbyHub/opencode-swarm swarm --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ZaxbyHub/opencode-swarm.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.opencode/skills/swarm .cursor/skills/swarm && 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 "swarm" agent skill from https://github.com/ZaxbyHub/opencode-swarm/tree/main/.opencode/skills/swarm into .cursor/skills/swarm/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "swarm", 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/ZaxbyHub/opencode-swarm.git --path .opencode/skills/swarm--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 ZaxbyHub/opencode-swarm --skill swarm -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ZaxbyHub/opencode-swarm swarm --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ZaxbyHub/opencode-swarm.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.opencode/skills/swarm .gemini/skills/swarm && 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 "swarm" agent skill from https://github.com/ZaxbyHub/opencode-swarm/tree/main/.opencode/skills/swarm into .gemini/skills/swarm/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "swarm", 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 ZaxbyHub/opencode-swarm swarmInstalls 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 ZaxbyHub/opencode-swarm --skill swarm -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ZaxbyHub/opencode-swarm.git skills-src && mkdir -p .github/skills && cp -r skills-src/.opencode/skills/swarm .github/skills/swarm && 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 "swarm" agent skill from https://github.com/ZaxbyHub/opencode-swarm/tree/main/.opencode/skills/swarm into .github/skills/swarm/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "swarm", 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 ZaxbyHub/opencode-swarm --skill swarm -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ZaxbyHub/opencode-swarm swarm --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ZaxbyHub/opencode-swarm.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.opencode/skills/swarm .opencode/skills/swarm && 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 "swarm" agent skill from https://github.com/ZaxbyHub/opencode-swarm/tree/main/.opencode/skills/swarm into .opencode/skills/swarm/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "swarm", 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.
swarmCross-agent swarm-mode behavior model — a higher-rigor workflow using parallel investigation, independent reviewer validation, and critic challenge, plus the mandatory implementation closeout gate.
Swarm is an agent skill from ZaxbyHub/opencode-swarm. Cross-agent swarm-mode behavior model — a higher-rigor workflow using parallel investigation, independent reviewer validation, and critic challenge, plus the mandatory implementation closeout gate. Runtime adapters (.claude, .agents) add execution-specific notes and command wiring.
Its SKILL.md is about 2.7k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Agent Workflows, covering Multi-agent orchestration. The repository describes itself as: Architect-centric agentic swarm plugin for OpenCode. Hub-and-spoke orchestration with SME consultation, code generation, and QA review. The licence is MIT.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit b63a4bd. It shows what the files ask for, not the result of running them.
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.
No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Swarm loads about 2.7k tokens when it runs. Until then it costs about 72 tokens; SKILL.md has 977 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.
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.
The full file from ZaxbyHub/opencode-swarm at commit b63a4bd, republished under its MIT licence (© ZaxbyHub). 977 words, ~2,732 tokens.
.claude/skills/swarm/SKILL.md (or your agent's skills folder).Turn the host agent into a swarm-like orchestrator that prioritizes complete, evidence-backed results over elapsed time, token count, or dispatch count.
When enabled, the agent should:
Code quality and pre-ship defect detection are paramount. Elapsed time, token count, dispatch count, and perceived repository simplicity are never reasons to weaken a required workflow step. Parallelism is used to reduce wall-clock latency without reducing coverage or independence.
That means:
Only explicitly optional workflow steps may be skipped. A required step remains required even when the architect predicts that it will find nothing. If a workflow step prevents real bugs from shipping, keep it even if it costs time.
Use this default escalation ladder for exploration, candidate findings, and read-only work:
Do not use this risk ladder to weaken the mandatory implementation closeout gate below. Any task that edits code, tests, docs, package metadata, release notes, or skill files must still complete the implementation reviewer and final critic gates on the latest diff and evidence.
High-risk work includes:
Lower-risk read-only or answer-only work can use a lighter path if evidence is strong:
For any swarm task that edits code, tests, docs, package metadata, release notes, or skill files, do not declare completion until all of these are true:
NEEDS_REVISION, REJECTED, or BLOCKED reviewer/critic item was fixed with code, docs, or evidence and then re-reviewed.08b-implementation-review.md and 09-final-critic.md; for other changed-work tasks, create or update task-local review artifacts unless the repo forbids artifacts.Explorer findings, plan critics, passing tests, and self-review do not satisfy the implementation reviewer gate. If subagent delegation is available and the user/session has authorized swarm work, fallback self-review is not allowed. If no independent context is available, disclose that limitation explicitly and do not imply full swarm validation.
Any edit after reviewer or critic approval invalidates that approval. Re-run the affected reviewer/critic gate before final synthesis.
The session contract file is written to a runtime-specific session dir. Use the path that matches the host runtime:
| Runtime | Session contract path |
|---|---|
| OpenCode | .zcode/session/swarm-mode.md |
| Claude Code | .claude/session/swarm-mode.md |
| Codex | .codex/session/swarm-mode.md |
Write this exact file:
# Swarm Mode Contract
Swarm mode is enabled for this session.
## Core principles
- Quality is the only success metric.
- There is no time pressure.
- There is no reward for finishing in fewer passes.
- Large tasks require more disciplined verification, not less.
- Use parallel subagents whenever scopes are disjoint and doing so does not reduce quality.
- Keep breadth, validation, and final challenge in separate contexts when possible.
## Role model
- Explorer role: fast, broad, cheap, suspicious mapper and candidate generator
- Reviewer role: independent validator of candidate findings, hyper-critical and skeptical
- Critic role: final challenger of reviewer-confirmed findings, hyper-suspicious and willing to overturn weak claims
- Main thread: architect/orchestrator that assigns scopes, persists state, and synthesizes only validated outputs
## Hard rules
- Explorer findings are candidate findings, not final findings.
- Candidate findings should be validated by an independent reviewer context before being treated as confirmed whenever the task is important enough to justify it.
- Reviewer should default to DISPROVED or UNVERIFIED unless the finding is actually supported by code evidence and, when relevant, runtime-aware verification.
- Critic should challenge reviewer-confirmed findings in small batches.
- For any task that edits code, tests, docs, package metadata, release notes, or skill files, final completion requires an independent implementation reviewer approval and a separate critic approval on the latest diff and evidence.
- Passing tests, explorer output, plan critique, and self-review do not satisfy the final implementation reviewer or critic gates when independent subagents are available.
- Any edit after reviewer or critic approval invalidates that approval; re-run the affected gate.
- A `NEEDS_REVISION`, `REJECTED`, or `BLOCKED` verdict blocks final completion until fixed and re-reviewed.
- If quality and speed conflict, quality wins.
- Do not batch more aggressively or skip validation because the repo is large.
- Premature completion is a failure state.
## Parallelism policy
Use parallel subagents for:
- repository mapping
- subsystem investigation
- test analysis
- security review
- performance review
- dependency review
- docs/release drift review
- candidate-finding validation when clusters are disjoint
- changed-area impact analysis
- implementation planning across disjoint modules
Do not parallelize tasks that edit the same files unless the workflow explicitly isolates them.
Parallelism is the default speed lever.
Use it aggressively wherever scopes are disjoint.
Serial work is for synthesis, conflict-prone edits, and final high-confidence validation.
## Default execution pattern for complex tasks
1. Explore and map in parallel.
2. Build a plan.
3. Implement in scoped units.
4. Validate with independent reviewer context.
5. Challenge changed-work completion with a separate critic context.
6. Synthesize only validated results.
## Anti-rationalization rules
Ignore these thoughts:
- "This is probably fine"
- "The broad reviewer is good enough"
- "I can save time by merging validation stages"
- "This repo is too large to review this carefully"
- "I should move on because this is taking too long"
If any of those appear, slow down and return to the workflow.For subsequent complex tasks in this session:
orchestrating-subagents skill for agent-type/model/effort tiering,
fan-out limits, and subagent prompt contractsdurable-session-state skill to persist plans, evidence, and
reviewer/critic verdicts so gates survive long sessions and compactionWhen you need an explorer-style subagent, tell it:
When you need a reviewer-style subagent, tell it:
When you need a critic-style subagent, tell it:
© ZaxbyHub, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in .opencode/skills/swarm of ZaxbyHub/opencode-swarm.
Open the folder on GitHubat commit b63a4bd
Swarm 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 |
|---|---|---|---|---|---|---|
| Swarm this skillZaxbyHub/opencode-swarm | 494 | — | ~2.7k | Automated safety check: Pass | MIT | |
| Orca CLIstablyai/orca | 89k | 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 |
stablyai/orca
Operate Orca-managed worktrees, folder contexts, terminals, repos, automations, artifacts, skill sharing, worktree comments, and Orca's embedded browser…
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.
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.
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.
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.
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.
ZaxbyHub/opencode-swarm
Runs an evidence-gated, quote-grounded audit of a codebase for security, QA, accessibility, performance and more, and writes a verified report without changing source files.
ZaxbyHub/opencode-swarm
Drives a bug report from validation and root-cause tracing through a critic-reviewed plan, an approved minimal fix and a PR-ready closure, never merging without recorded human approval.
ZaxbyHub/opencode-swarm
Codex adapter for opencode-swarm that governs commits, pushes, draft PRs, PR body updates and CI closeout, deferring to the repo's canonical commit-pr protocol.
ZaxbyHub/opencode-swarm
Keeps plans, decisions, evidence and reviewer verdicts in small files so long multi-phase tasks survive context compaction and session resumes.
ZaxbyHub/opencode-swarm
Ingests existing pull request feedback such as review comments and CI failures, verifies each claim, fixes confirmed issues and reports closure status for every item.
ZaxbyHub/opencode-swarm
Monitor a pull request after creation and act autonomously on pushed PR activity.
Categories
Cross-agent swarm-mode behavior model — a higher-rigor workflow using parallel investigation, independent reviewer validation, and critic challenge, plus the mandatory implementation closeout gate. Swarm is an agent skill from ZaxbyHub/opencode-swarm. Cross-agent swarm-mode behavior model — a higher-rigor workflow using parallel investigation, independent reviewer validation, and critic challenge, plus the mandatory implementation closeout gate.
Swarm fits situations like: tasks that involve Multi-agent orchestration.
Run `npx skills add ZaxbyHub/opencode-swarm --skill swarm -a claude-code`. Or copy the skill folder (.opencode/skills/swarm in ZaxbyHub/opencode-swarm) into .claude/skills/swarm in your project. Claude Code loads it when a task matches its description.
Run `npx skills add ZaxbyHub/opencode-swarm --skill swarm -a codex`. Or copy the skill folder (.opencode/skills/swarm in ZaxbyHub/opencode-swarm) into .agents/skills/swarm in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add ZaxbyHub/opencode-swarm --skill swarm -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/swarm, .gemini/skills/swarm, .github/skills/swarm and .opencode/skills/swarm in your project.
SKILL.md names no scripts, command-line tools or credentials: Swarm is instructions for the agent only.
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.
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.
Swarm is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.7k 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.
Skills that share tags, products or a category with Swarm: Orca CLI (stablyai/orca, 89k 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.
ZaxbyHub (a GitHub organization) maintains it in ZaxbyHub/opencode-swarm, which has 494 GitHub stars. The repository holds 91 skills in this directory. The repository was last updated on October 10, 2026.
Source: ZaxbyHub/opencode-swarm on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.