Swarm Coordination
ruvnet/agentic-flow
Orchestrate multi-agent swarms for complex parallel task execution
Coordinate with the open ruflo swarm federation at x.ruv.io (signed Nostr, membership-gated) and ask Seraphina — the swarm queen / primary coordinator — for guidance.
$ npx skills add ruvnet/ruflo --skill open-federation -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ruvnet/ruflo open-federation --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/ruvnet/ruflo.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/open-federation .claude/skills/open-federation && 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 "open-federation" agent skill from https://github.com/ruvnet/ruflo/tree/main/.agents/skills/open-federation into .claude/skills/open-federation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "open-federation", 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/ruvnet/ruflo/tree/main/.agents/skills/open-federationType 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 ruvnet/ruflo --skill open-federation -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ruvnet/ruflo open-federation --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ruvnet/ruflo.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/open-federation .agents/skills/open-federation && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "open-federation" agent skill from https://github.com/ruvnet/ruflo/tree/main/.agents/skills/open-federation into .agents/skills/open-federation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "open-federation", 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 ruvnet/ruflo --skill open-federation -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ruvnet/ruflo open-federation --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ruvnet/ruflo.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/open-federation .cursor/skills/open-federation && 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 "open-federation" agent skill from https://github.com/ruvnet/ruflo/tree/main/.agents/skills/open-federation into .cursor/skills/open-federation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "open-federation", 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/ruvnet/ruflo.git --path .agents/skills/open-federation--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 ruvnet/ruflo --skill open-federation -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ruvnet/ruflo open-federation --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ruvnet/ruflo.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/open-federation .gemini/skills/open-federation && 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 "open-federation" agent skill from https://github.com/ruvnet/ruflo/tree/main/.agents/skills/open-federation into .gemini/skills/open-federation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "open-federation", 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 ruvnet/ruflo open-federationInstalls 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 ruvnet/ruflo --skill open-federation -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ruvnet/ruflo.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/open-federation .github/skills/open-federation && 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 "open-federation" agent skill from https://github.com/ruvnet/ruflo/tree/main/.agents/skills/open-federation into .github/skills/open-federation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "open-federation", 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 ruvnet/ruflo --skill open-federation -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ruvnet/ruflo open-federation --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ruvnet/ruflo.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/open-federation .opencode/skills/open-federation && 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 "open-federation" agent skill from https://github.com/ruvnet/ruflo/tree/main/.agents/skills/open-federation into .opencode/skills/open-federation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "open-federation", 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.
open-federationCoordinate with the open ruflo swarm federation at x.ruv.io (signed Nostr, membership-gated) and ask Seraphina — the swarm queen / primary coordinator — for guidance.
Open Federation is an agent skill from ruvnet/ruflo. Coordinate with the open ruflo swarm federation at x.ruv.io (signed Nostr, membership-gated) and ask Seraphina — the swarm queen / primary coordinator — for guidance. Use when: seeing who is online across the internet, reading/assigning work, checking or issuing claims across hosts, onboarding a new node or user, opening a public or private coordination channel, or deciding what the swarm should do next. Skip when: single-host local work with no other nodes.
Its SKILL.md is about 1.6k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: 🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory…. The licence is MIT.
3 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 6c04654. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
mcp__plugin_ruflo-core_ruflo__x_federation_channel_createmcp__plugin_ruflo-core_ruflo__x_federation_channel_grantmcp__plugin_ruflo-core_ruflo__x_federation_channel_acceptmcp__plugin_ruflo-core_ruflo__x_federation_channel_publishmcp__plugin_ruflo-core_ruflo__x_federation_channel_readmcp__plugin_ruflo-core_ruflo__x_federation_channel_listmcp__plugin_ruflo-core_ruflo__x_federation_syncmcp__plugin_ruflo-core_ruflo__x_federation_rostermcp__plugin_ruflo-core_ruflo__x_federation_claimsmcp__plugin_ruflo-core_ruflo__x_federation_registry…and 6 more on the same allowed-tools line.
From allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
npxFrom the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
x.ruv.ioFrom URLs in SKILL.md, links to its own repository left out.
Names these keys or tokens, usually read from environment variables:
RUFLO_X_ADMIN_TOKENSERAPHINA_METALLM_KEYFrom names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Open Federation loads about 1.6k tokens when it runs. Until then it costs about 120 tokens; SKILL.md has 517 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 ruvnet/ruflo at commit 6c04654, republished under its MIT licence (© ruvnet). 517 words, ~1,598 tokens.
.claude/skills/open-federation/SKILL.md (or your agent's skills folder).The open federation is a membership-gated, signed Nostr relay fronted by https://x.ruv.io
(MCP at /mcp, WebSocket proxy at wss://x.ruv.io). The canonical relay is wss://relay.ruv.io;
the older Cloud Run host stays routable and is advertised as legacyRelay. Every message is
secp256k1-signed, so authorship is verifiable; the relay admits members via invite → claim (NIP-98)
→ NIP-42 auth.
npx ruflo federation sync [--since 3600] [--limit 100] [--type Task]
npx ruflo federation roster # nodes announcing on the swarm
npx ruflo federation claims # owner-per-resource ledger
npx ruflo federation registry # relay, canonical NIP-42 relay tag, self-join steps
npx ruflo federation invite [--ttl s] [--uses n] # admin; code is a bearer secret
npx ruflo federation admit --pubkey <64-hex> # admin
npx ruflo federation publish --type Status --payload '{"from":"hub"}' # admin, gateway identity
npx ruflo federation channel --action create --name ops --visibility private
npx ruflo federation channel --action grant --channel prv:<hex> --pubkey <64-hex>
npx ruflo federation channel --action accept # open grants addressed to you
npx ruflo federation channel --action publish --channel <id> --type Status --payload '{}'
npx ruflo federation channel --action read --channel <id>
npx ruflo federation channel --action list # channels you hold keys forAdd --format json for machine output.
x_federation_sync, x_federation_roster, x_federation_claims, x_federation_registryRUFLO_X_ADMIN_TOKEN): x_federation_invite_mint, x_federation_admit, x_federation_publishx_federation_channel_create|grant|accept|publish|read|listchannel_list, channel_sync on https://x.ruv.io/mcp;
channel_publish is admin-gated and public-onlyseraphina_guidance { goal, tier?, sinceSeconds?, limit? } — needs SERAPHINA_METALLM_KEYA channel scopes coordination to one stream instead of the shared firehose. Two visibilities:
| id | content | who reads it | |
|---|---|---|---|
| public | pub:<name> | plaintext JSON | any relay member |
| private | prv:<16 hex> | NIP-44 ciphertext, type hidden behind k=enc | only holders of the channel key |
A private channel's key is generated on your machine and cached at ~/.ruflo/channels.json (0600).
Grant access by sealing it to a member's pubkey over ECDH — only they can open it. The gateway
holds no channel keys and cannot decrypt, so channel_sync returns encrypted: true for private
traffic; read those with x_federation_channel_read, which decrypts locally.
Say these out loud before someone relies on a private channel:
Give Seraphina a goal. She reads the live roster, claims board and recent messages, reasons through
the cognitum meta-llm gateway (cognitum-auto picks the tier by difficulty; override with
cognitum-low|mid|high|ultra), and returns { guidance, proposals[], risks[] } where proposals are
Task | ClaimIssued | ClaimHandoff | Status items with forNode. Proposals are advisory — publish
the ones you accept with x_federation_publish (admin) or have the target node act on them.
resourceId; first valid ClaimIssued wins; only the owner may release
or hand off. Check claims before starting shared work.wss://x.ruv.io: sign the relay tag with the canonical relay URL from
registry — the relay verifies it strictly against its host.c, not h. buzz-relay enforces NIP-29 group membership on h: an
h-tagged event publishes fine and the matching REQ returns CLOSED … restricted: not a channel member, so the author cannot read back their own message.npx ruflo federation invite (admin) → hand the code over privately.POST /api/invites/claim,
then authenticates (NIP-42) and publishes #t=ruflo-swarm events.npx ruflo federation admit --pubkey ….© ruvnet, 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 .agents/skills/open-federation of ruvnet/ruflo.
Open the folder on GitHubat commit 6c04654
Open Federation 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 |
|---|---|---|---|---|---|---|
| Open Federation this skillruvnet/ruflo | 74k | — | ~1.6k | Automated safety check: Pass | MIT | |
| Swarm Coordinationruvnet/agentic-flow | 818 | — | ~579 | Automated safety check: Pass | None | |
| Genomic CoordinatesK-Dense-AI/scientific-agent-skills | 48k | 1 repos | ~3.2k | Automated safety check: Notes | MIT | |
| Identity Federationsickn33/agentic-awesome-skills | 47k | 1 repos | ~617 | Automated safety check: Pass | MIT | |
| Swarm CoordinatorLearnPrompt/cc-harness-skills | 237 | — | ~346 | Automated safety check: Pass | MIT | |
| Identity Federationzhaoxuya520/reverse-skill | 41k | 2 repos | ~290 | Automated safety check: Pass | MIT |
ruvnet/agentic-flow
Orchestrate multi-agent swarms for complex parallel task execution
K-Dense-AI/scientific-agent-skills
Converts genomic intervals between coordinate conventions, normalises and compares variant representations, and detects assembly or contig-naming mismatches before they corrupt an analysis.
sickn33/agentic-awesome-skills
Authorized assessment of federated identity systems: SAML, OIDC, OAuth2 flows, SSO misconfiguration, and token-confusion issues.
LearnPrompt/cc-harness-skills
Coordinate multiple agents by splitting work into research, synthesis, implementation, and verification, assigning ownership, and keeping the coordinator focused on integration rather than raw…
zhaoxuya520/reverse-skill
A skill your agent uses for authorized assessment of federated identity systems including SAML, OIDC, OAuth2 flows, SSO misconfiguration, and token confusion issues.
kyegomez/swarms
Teaches the Swarms Python framework: the Agent class, tools, loops, memory and multi-agent structures such as sequential, concurrent and graph workflows.
ruvnet/ruflo
Stores, searches, and retrieves successful patterns with HNSW-indexed semantic search so agents can reuse past solutions instead of relearning them.
ruvnet/ruflo
Runs claude-flow CLI security scans for input validation, path traversal, SQL injection, XSS, hardcoded secrets and known CVEs, and writes an audit report.
ruvnet/ruflo
Applies the SPARC method (specification, pseudocode, architecture, refinement, completion) with 17 specialized modes and multi-agent orchestration, from research to deployment.
ruvnet/ruflo
Coordinates a hierarchical swarm of specialized agents through the claude-flow CLI for work that spans several files or modules at once.
ruvnet/ruflo
Sets up and drives Ruflo, an npm-installed orchestration layer for multi-agent swarms, persistent memory, routing, hooks and its MCP tool catalog.
ruvnet/ruflo
Reference for spawning, listing, monitoring and stopping agents with claude-flow commands, with agent type families, routing codes and coordination tips.
Coordinate with the open ruflo swarm federation at x.ruv.io (signed Nostr, membership-gated) and ask Seraphina — the swarm queen / primary coordinator — for guidance. Open Federation is an agent skill from ruvnet/ruflo.io (signed Nostr, membership-gated) and ask Seraphina — the swarm queen / primary coordinator — for guidance.
Open Federation fits situations like: : seeing who is online across the internet; reading/assigning work; issuing claims across hosts; onboarding a new node.
Run `npx skills add ruvnet/ruflo --skill open-federation -a claude-code`. Or copy the skill folder (.agents/skills/open-federation in ruvnet/ruflo) into .claude/skills/open-federation in your project. Claude Code loads it when a task matches its description.
Run `npx skills add ruvnet/ruflo --skill open-federation -a codex`. Or copy the skill folder (.agents/skills/open-federation in ruvnet/ruflo) into .agents/skills/open-federation 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 ruvnet/ruflo --skill open-federation -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/open-federation, .gemini/skills/open-federation, .github/skills/open-federation and .opencode/skills/open-federation in your project.
Going by SKILL.md and its folder, Open Federation needs the command-line tools its instructions call (npx) and credentials named RUFLO_X_ADMIN_TOKEN and SERAPHINA_METALLM_KEY. Our summary lists: Node.js; A credential in RUFLO_X_ADMIN_TOKEN; A credential in SERAPHINA_METALLM_KEY. Its frontmatter pre-approves these tools: mcp__plugin_ruflo-core_ruflo__x_federation_channel_create, mcp__plugin_ruflo-core_ruflo__x_federation_channel_grant, mcp__plugin_ruflo-core_ruflo__x_federation_channel_accept, mcp__plugin_ruflo-core_ruflo__x_federation_channel_publish, mcp__plugin_ruflo-core_ruflo__x_federation_channel_read, mcp__plugin_ruflo-core_ruflo__x_federation_channel_list, mcp__plugin_ruflo-core_ruflo__x_federation_sync, mcp__plugin_ruflo-core_ruflo__x_federation_roster, mcp__plugin_ruflo-core_ruflo__x_federation_claims, mcp__plugin_ruflo-core_ruflo__x_federation_registry, mcp__plugin_ruflo-core_ruflo__x_federation_invite_mint, mcp__plugin_ruflo-core_ruflo__x_federation_admit, mcp__plugin_ruflo-core_ruflo__x_federation_publish, mcp__plugin_ruflo-core_ruflo__seraphina_guidance, Bash(npx ruflo federation *), Read.
SKILL.md names 1 domain. In commands or code: x.ruv.io; the agent is likely to contact it when it follows the instructions. 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.
Open Federation is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.6k tokens (SKILL.md is roughly 6.4k 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 Open Federation: Swarm Coordination (ruvnet/agentic-flow, 818 stars), Genomic Coordinates (K-Dense-AI/scientific-agent-skills, 48k stars), Identity Federation (sickn33/agentic-awesome-skills, 47k stars) and Swarm Coordinator (LearnPrompt/cc-harness-skills, 237 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
ruvnet (a GitHub user) maintains it in ruvnet/ruflo, which has 74,222 GitHub stars. The repository holds 265 skills in this directory. The repository was last updated on October 10, 2026.
Source: ruvnet/ruflo on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.