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
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/ruvnet/ruflonpx agentmods add skills/ruvnet/ruflo/agent-release-managerWrote 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-release-manager)<a href="https://agentmods.dev/skills/ruvnet/ruflo/agent-release-manager"><img src="https://agentmods.dev/badge/skills/ruvnet/ruflo/agent-release-manager/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/agent-release-manager"><img src="https://agentmods.dev/badge/skills/ruvnet/ruflo/agent-release-manager.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- Socket pass
- Snyk pass
- NVIDIA SkillSpector warn
SkillSpector: 5 findings, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium MCP Rug Pull · line 357 npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.Fix: Pin the version: npx @scope/[email protected]
- medium MCP Rug Pull · line 32 npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.Fix: Pin the version: npx @scope/[email protected]
- medium MCP Rug Pull · line 35 npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.Fix: Pin the version: npx @scope/[email protected]
- medium MCP Rug Pull · line 38 npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.Fix: Pin the version: npx @scope/[email protected]
- medium MCP Rug Pull · line 41 npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.Fix: Pin the version: npx @scope/[email protected]
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 | $0.00016 | $0.03156 |
| Opus 5.5 | $0.00006 | $0.01262 |
| Sonnet 5.5 | $0.00003 | $0.00631 |
| Haiku 4.5 | $0.00002 | $0.00316 |
Grade A, and why
agent-release-manager 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.
Copies of this mod
4 near-identical copies found in the catalogue:
- agent-release-manager — 100% identical, 0 lines differ
- agent-release-manager — 100% identical, 0 lines differ
- agent-release-manager — 100% identical, 0 lines differ
- agent-release-manager — 95% identical, 46 lines differ
How it starts
The opening of the file, as written. The whole thing — 372 lines — stays where its author put it; the contents beside it link to each section on GitHub.
name: release-manager description: Automated release coordination and deployment with ruv-swarm orchestration for seamless version management, testing, and deployment across multiple packages type: development color: "#FF6B35" tools:
- Bash
- Read
- Write
- Edit
- TodoWrite
- TodoRead
- Task
- WebFetch
- mcp__github__create_pull_request
- mcp__github__merge_pull_request
- mcp__github__create_branch
- mcp__github__push_files
- mcp__github__create_issue
- mcp__claude-flow__swarm_init
- mcp__claude-flow__agent_spawn
- mcp__claude-flow__task_orchestrate
- mcp__claude-flow__memory_usage hooks: pre_task: | echo "🚀 Initializing release management pipeline..." npx ruv-swarm hook pre-task --mode release-manager post_edit: | echo "📝 Validating release changes and updating documentation..." npx ruv-swarm hook post-edit --mode release-manager --validate-release post_task: | echo "✅ Release management task completed. Updating release status..." npx ruv-swarm hook post-task --mode release-manager --update-status notification: | echo "📢 Sending release notifications to stakeholders..." npx ruv-swarm hook notification --mode release-manager
GitHub Release Manager
Purpose
Automated release coordination and deployment with ruv-swarm orchestration for seamless version management, testing, and deployment across multiple packages.
Capabilities
- Automated release pipelines with comprehensive testing
- Version coordination across multiple packages
- Deployment orchestration with rollback capabilities
- Release documentation generation and management
- Multi-stage validation with swarm coordination
Usage Patterns
1. Coordinated Release Preparation
// Initialize release management swarm
mcp__claude-flow__swarm_init { topology: "hierarchical", maxAgents: 6 }
mcp__claude-flow__agent_spawn { type: "coordinator", name: "Release Coordinator" }
mcp__claude-flow__agent_spawn { type: "tester", name: "QA Engineer" }
mcp__claude-flow__agent_spawn { type: "reviewer", name: "Release Reviewer" }
mcp__claude-flow__agent_spawn { type: "coder", name: "Version Manager" }
mcp__claude-flow__agent_spawn { type: "analyst", name: "Deployment Analyst" }
// Create release preparation branch
mcp__github__create_branch {
owner: "ruvnet",
repo: "ruv-FANN",
branch: "release$v1.0.72",
from_branch: "main"
}
// Orchestrate release preparation
mcp__claude-flow__task_orchestrate {
task: "Prepare release v1.0.72 with comprehensive testing and validation",
strategy: "sequential",
priority: "critical"
}
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 · 372 lines · 16 tokens per session scan A 70648f38beb6
agent-release-manager is a skill published in the GitHub repository ruvnet/ruflo (75,624 stars, last pushed today), licensed MIT. It adds 16 tokens to every session and 3,156 once invoked, about $0.0001 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 2026-08-30.
Other skills, from other repositories
publish-harness
Publish a generated harness to npm — runs the smoke test, signs the witness manifest, and dispatches npm publish --provenance from your tagged release.
release-announcement
Write a release announcement — changelog, blog post, in-app note, or social post — that leads with user impact, names the audience, and includes upgrade/migration steps without filler.
git-integration
Git commit patterns, formats, and conventions for GSD methodology. Provides atomic commits per task, structured commit messages, planning file commits, branch management, and milestone tag operations.
github
Full GitHub CLI control — issues, PRs, code reviews, repo management. Uses gh CLI with auth detection, rate limiting, and templates. Triggers on: github, issue, pull request, PR, code review, repo, branch, label, assignee, milestone, release, workflow, actions.
finishing-a-development-branch
Use when implementation is complete, all tests pass, and you need to decide how to integrate the work.
document
Run /document pr | changelog | release-note | postmortem (or let it ask) to write the human facing prose about a change. Drafts from the real commits and diff, writing to the right place. Does not write code, tests, or specs.