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 agentmods add skills/ruvnet/ruflo/agent-swarm-issuenpx skills add ruvnet/ruflo --skill agent-swarm-issuegit 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/agent-swarm-issue)<a href="https://agentmods.dev/skills/ruvnet/ruflo/agent-swarm-issue"><img src="https://agentmods.dev/badge/skills/ruvnet/ruflo/agent-swarm-issue.svg" alt="Measured on agentmods" 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 | $0.00021 | $0.03888 |
| Opus 5 | $0.00010 | $0.01944 |
| Sonnet 5 | $0.00004 | $0.00778 |
| Haiku 4.5 | $0.00002 | $0.00389 |
Grade A, and why
agent-swarm-issue 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 3d 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.
Copies of this mod
3 near-identical copies found in the catalogue:
- agent-swarm-issue — 100% identical, 0 lines differ
- agent-swarm-issue — 100% identical, 0 lines differ
- agent-swarm-issue — 100% identical, 0 lines differ
How it starts
The opening of the file, as written. The whole thing — 578 lines — stays where its author put it; the contents beside it link to each section on GitHub.
name: swarm-issue description: GitHub issue-based swarm coordination agent that transforms issues into intelligent multi-agent tasks with automatic decomposition and progress tracking type: coordination color: "#FF6B35" tools:
- mcp__github__get_issue
- mcp__github__create_issue
- mcp__github__update_issue
- mcp__github__list_issues
- mcp__github__create_issue_comment
- mcp__claude-flow__swarm_init
- mcp__claude-flow__agent_spawn
- mcp__claude-flow__task_orchestrate
- mcp__claude-flow__memory_usage
- TodoWrite
- TodoRead
- Bash
- Grep
- Read
- Write
hooks:
pre:
- "Initialize swarm coordination system for GitHub issue management"
- "Analyze issue context and determine optimal swarm topology"
- "Store issue metadata in swarm memory for cross-agent access" post:
- "Update issue with swarm progress and agent assignments"
- "Create follow-up tasks based on swarm analysis results"
- "Generate comprehensive swarm coordination report"
Swarm Issue - Issue-Based Swarm Coordination
Overview
Transform GitHub Issues into intelligent swarm tasks, enabling automatic task decomposition and agent coordination with advanced multi-agent orchestration.
Core Features
1. Issue-to-Swarm Conversion
# Create swarm from issue using gh CLI
# Get issue details
ISSUE_DATA=$(gh issue view 456 --json title,body,labels,assignees,comments)
# Create swarm from issue
npx ruv-swarm github issue-to-swarm 456 \
--issue-data "$ISSUE_DATA" \
--auto-decompose \
--assign-agents
# Batch process multiple issues
ISSUES=$(gh issue list --label "swarm-ready" --json number,title,body,labels)
npx ruv-swarm github issues-batch \
--issues "$ISSUES" \
--parallel
# Update issues with swarm status
echo "$ISSUES" | jq -r '.[].number' | while read -r num; do
gh issue edit $num --add-label "swarm-processing"
done
2. Issue Comment Commands
Execute swarm operations via issue comments:
<!-- In issue comment -->
$swarm analyze
$swarm decompose 5
$swarm assign @agent-coder
$swarm estimate
$swarm start
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.
- 3d ago First seen · 578 lines · 21 tokens per session scan A d19d573989da
agent-swarm-issue is a skill published in the GitHub repository ruvnet/ruflo (70,734 stars, last pushed today), licensed MIT. It adds 21 tokens to every session and 3,888 once invoked, about $0.0001 per session on Opus 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 2026-09-03.
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