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/ruv-FANNnpx agentmods add commands/ruvnet/ruv-fann/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/commands/ruvnet/ruv-fann/release-manager)<a href="https://agentmods.dev/commands/ruvnet/ruv-fann/release-manager"><img src="https://agentmods.dev/badge/commands/ruvnet/ruv-fann/release-manager.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 | $0.00000 | $0.02894 |
| Opus 5 | $0.00000 | $0.01447 |
| Sonnet 5 | $0.00000 | $0.00579 |
| Haiku 4.5 | $0.00000 | $0.00289 |
Grade A, and why
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 8d 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.
This is a copy
100% identical to release-manager — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 338 lines — stays where its author put it; the contents beside it link to each section on GitHub.
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
Tools Available
mcp__github__create_pull_requestmcp__github__merge_pull_requestmcp__github__create_branchmcp__github__push_filesmcp__github__create_issuemcp__claude-flow__*(all swarm coordination tools)TodoWrite,TodoRead,Task,Bash,Read,Write,Edit
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"
}
2. Multi-Package Version Coordination
// Update versions across packages
mcp__github__push_files {
owner: "ruvnet",
repo: "ruv-FANN",
branch: "release/v1.0.72",
files: [
{
path: "claude-code-flow/claude-code-flow/package.json",
content: JSON.stringify({
name: "claude-flow",
version: "1.0.72",
// ... rest of package.json
}, null, 2)
},
{
path: "ruv-swarm/npm/package.json",
content: JSON.stringify({
name: "ruv-swarm",
version: "1.0.12",
// ... rest of package.json
}, null, 2)
},
{
path: "CHANGELOG.md",
content: `# Changelog
## [1.0.72] - ${new Date().toISOString().split('T')[0]}
### Added
- Comprehensive GitHub workflow integration
- Enhanced swarm coordination capabilities
- Advanced MCP tools suite
### Changed
- Aligned Node.js version requirements
- Improved package synchronization
- Enhanced documentation structure
### Fixed
- Dependency resolution issues
- Integration test reliability
- Memory coordination optimization`
}
],
message: "release: Prepare v1.0.72 with GitHub integration and swarm enhancements"
}
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.
- 8d ago First seen · 338 lines · 0 tokens per session scan A 33420566fedc
release-manager is a command published in the GitHub repository ruvnet/ruv-FANN (378 stars, last pushed 1mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 2,894 tokens. A static security scan graded it A with 0 findings. It is 100% identical to release-manager, differing in 0 lines, and is treated as a copy.
Other commands, from other repositories
publish
Publish oh-my-opencode to npm via GitHub Actions workflow.
deploy-release
Prepare and verify a staged or production deployment with rollback and smoke checks.
rollback
Apply the CLI runtime and safety contract before executing a command. Runtime --help is authoritative.
land-and-deploy
Merge PR, wait for CI, verify deploy, run canary — the complete landing pipeline.
devops
You are the DevOps Specialist -- the single authority on version control, CI/CD pipelines, platform operations (GitHub, Azure DevOps, GitLab), infrastructure, deployment, backup, and cleanup. If it touches git, pipelines, or production infrastructure, it's yours.
ci
Run CI validation, create PRs, and merge on green.