Ruflo is an execution and coordination layer for Claude Code and Codex that equips AI coding agents with tools, memory, control loops, sandboxes, and collaboration mechanisms. Developers use it to organize specialized agents into swarms, coordinate workflows, retain knowledge across sessions, and communicate across machines. The catalogue entries are Ruflo’s skills, commands, agents, hooks, and plugin components.
Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add ruvnet/ruflo --skill open-federationgit clone --depth 1 https://github.com/ruvnet/rufloWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/ruvnet/ruflo/open-federation)<a href="https://agentmods.dev/skills/ruvnet/ruflo/open-federation"><img src="https://agentmods.dev/badge/skills/ruvnet/ruflo/open-federation/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/ruvnet/ruflo/open-federation"><img src="https://agentmods.dev/badge/skills/ruvnet/ruflo/open-federation.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00104 | $0.01749 |
| Opus 5.5 | $0.00042 | $0.00700 |
| Sonnet 5.5 | $0.00021 | $0.00350 |
| Haiku 4.5 | $0.00010 | $0.00175 |
Grade A, and why
open-federation scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 91 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Open Federation (x.ruv.io) + Seraphina
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.
CLI
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 for
Add --format json for machine output.
MCP tools (same behaviour in-process)
- Open reads:
x_federation_sync,x_federation_roster,x_federation_claims,x_federation_registry - Admin (need
RUFLO_X_ADMIN_TOKEN):x_federation_invite_mint,x_federation_admit,x_federation_publish - Channels, your own key:
x_federation_channel_create|grant|accept|publish|read|list - Channels, gateway side (open reads):
channel_list,channel_synconhttps://x.ruv.io/mcp;channel_publishis admin-gated and public-only seraphina_guidance { goal, tier?, sinceSeconds?, limit? }— needsSERAPHINA_METALLM_KEY
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 1mo ago First seen · 91 lines · 104 tokens per session scan A b81d3184ab9c
open-federation is a skill published in the GitHub repository ruvnet/ruflo (80,991 stars, last pushed yesterday), licensed MIT. It adds 104 tokens to every session and 1,749 once invoked, about $0.0004 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-10.
open-federation compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| open-federationruvnet/ruflo | Skill | 81k | yesterday | MIT | A | 104 | Claude Code |
| nexent-daily-testModelEngine-Group/nexent | Skill | 6.1k | yesterday | MIT | A | 78 | Claude Code, Codex |
| compare-harnessesruvnet/metaharness | Skill | 738 | yesterday | MIT | A | 66 | Claude Code |
| diag-harnessruvnet/metaharness | Skill | 738 | yesterday | MIT | A | 85 | Claude Code |
| repo-genomeruvnet/metaharness | Skill | 738 | yesterday | MIT | A | 73 | Claude Code |
| score-harnessruvnet/metaharness | Skill | 738 | yesterday | MIT | A | 0 | Claude Code |
| upgrade-harnessruvnet/metaharness | Skill | 738 | yesterday | MIT | A | 51 | Claude Code |