GitDiagram Repository Overview
ahmedkhaleel2004/gitdiagram
Explains the architecture of a public GitHub repository through GitDiagram: how the code is organized, the main components with paths, and a Mermaid diagram.
Agent skill for release-swarm - invoke with $agent-release-swarm
$ npx skills add ruvnet/ruflo --skill agent-release-swarm -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ruvnet/ruflo agent-release-swarm --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/agent-release-swarm .claude/skills/agent-release-swarm && 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 "agent-release-swarm" agent skill from https://github.com/ruvnet/ruflo/tree/main/.agents/skills/agent-release-swarm into .claude/skills/agent-release-swarm/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-release-swarm", 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/agent-release-swarmType 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 agent-release-swarm -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ruvnet/ruflo agent-release-swarm --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/agent-release-swarm .agents/skills/agent-release-swarm && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "agent-release-swarm" agent skill from https://github.com/ruvnet/ruflo/tree/main/.agents/skills/agent-release-swarm into .agents/skills/agent-release-swarm/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-release-swarm", 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 agent-release-swarm -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ruvnet/ruflo agent-release-swarm --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/agent-release-swarm .cursor/skills/agent-release-swarm && 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 "agent-release-swarm" agent skill from https://github.com/ruvnet/ruflo/tree/main/.agents/skills/agent-release-swarm into .cursor/skills/agent-release-swarm/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-release-swarm", 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/agent-release-swarm--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 agent-release-swarm -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ruvnet/ruflo agent-release-swarm --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/agent-release-swarm .gemini/skills/agent-release-swarm && 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 "agent-release-swarm" agent skill from https://github.com/ruvnet/ruflo/tree/main/.agents/skills/agent-release-swarm into .gemini/skills/agent-release-swarm/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-release-swarm", 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 agent-release-swarmInstalls 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 agent-release-swarm -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/agent-release-swarm .github/skills/agent-release-swarm && 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 "agent-release-swarm" agent skill from https://github.com/ruvnet/ruflo/tree/main/.agents/skills/agent-release-swarm into .github/skills/agent-release-swarm/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-release-swarm", 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 agent-release-swarm -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 agent-release-swarm --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/agent-release-swarm .opencode/skills/agent-release-swarm && 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 "agent-release-swarm" agent skill from https://github.com/ruvnet/ruflo/tree/main/.agents/skills/agent-release-swarm into .opencode/skills/agent-release-swarm/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-release-swarm", 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.
agent-release-swarmAgent skill for release-swarm - invoke with $agent-release-swarm
Agent Release Swarm is an agent skill from ruvnet/ruflo. Agent skill for release-swarm - invoke with $agent-release-swarm
Its SKILL.md is about 3.5k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Development. It works with Model Context Protocol and GitHub. 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.
9 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 58e0ae7. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
npxghjqFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use npx and gh, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Names these keys or tokens, usually read from environment variables:
GITHUB_TOKENFrom names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Agent Release Swarm loads about 3.5k tokens when it runs. Until then it costs about 21 tokens; SKILL.md has 292 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 58e0ae7, republished under its MIT licence (© ruvnet). 292 words, ~3,499 tokens.
.claude/skills/agent-release-swarm/SKILL.md (or your agent's skills folder).name: release-swarm description: Orchestrate complex software releases using AI swarms that handle everything from changelog generation to multi-platform deployment type: coordination color: "#4ECDC4" tools:
Orchestrate complex software releases using AI swarms that handle everything from changelog generation to multi-platform deployment.
# Plan next release using gh CLI
# Get commit history since last release
LAST_TAG=$(gh release list --limit 1 --json tagName -q '.[0].tagName')
COMMITS=$(gh api repos/:owner/:repo$compare/${LAST_TAG}...HEAD --jq '.commits')
# Get merged PRs
MERGED_PRS=$(gh pr list --state merged --base main --json number,title,labels,mergedAt \
--jq ".[] | select(.mergedAt > \"$(gh release view $LAST_TAG --json publishedAt -q .publishedAt)\")")
# Plan release with commit analysis
npx ruv-swarm github release-plan \
--commits "$COMMITS" \
--merged-prs "$MERGED_PRS" \
--analyze-commits \
--suggest-version \
--identify-breaking \
--generate-timeline# Smart version bumping
npx ruv-swarm github release-version \
--strategy "semantic" \
--analyze-changes \
--check-breaking \
--update-files# Full release automation with gh CLI
# Generate changelog from PRs and commits
CHANGELOG=$(gh api repos/:owner/:repo$compare/${LAST_TAG}...HEAD \
--jq '.commits[].commit.message' | \
npx ruv-swarm github generate-changelog)
# Create release draft
gh release create v2.0.0 \
--draft \
--title "Release v2.0.0" \
--notes "$CHANGELOG" \
--target main
# Run release orchestration
npx ruv-swarm github release-create \
--version "2.0.0" \
--changelog "$CHANGELOG" \
--build-artifacts \
--deploy-targets "npm,docker,github"
# Publish release after validation
gh release edit v2.0.0 --draft=false
# Create announcement issue
gh issue create \
--title "🎉 Released v2.0.0" \
--body "$CHANGELOG" \
--label "announcement,release"# .github$release-swarm.yml
version: 1
release:
versioning:
strategy: semantic
breaking-keywords: ["BREAKING", "!"]
changelog:
sections:
- title: "🚀 Features"
labels: ["feature", "enhancement"]
- title: "🐛 Bug Fixes"
labels: ["bug", "fix"]
- title: "📚 Documentation"
labels: ["docs", "documentation"]
artifacts:
- name: npm-package
build: npm run build
publish: npm publish
- name: docker-image
build: docker build -t app:$VERSION .
publish: docker push app:$VERSION
- name: binaries
build: .$scripts$build-binaries.sh
upload: github-release
deployment:
environments:
- name: staging
auto-deploy: true
validation: npm run test:e2e
- name: production
approval-required: true
rollback-enabled: true
notifications:
- slack: releases-channel
- email: stakeholders@company.com
- discord: webhook-url# Generate intelligent changelog with gh CLI
# Get all merged PRs between versions
PRS=$(gh pr list --state merged --base main --json number,title,labels,author,mergedAt \
--jq ".[] | select(.mergedAt > \"$(gh release view v1.0.0 --json publishedAt -q .publishedAt)\")")
# Get contributors
CONTRIBUTORS=$(echo "$PRS" | jq -r '[.author.login] | unique | join(", ")')
# Get commit messages
COMMITS=$(gh api repos/:owner/:repo$compare$v1.0.0...HEAD \
--jq '.commits[].commit.message')
# Generate categorized changelog
CHANGELOG=$(npx ruv-swarm github changelog \
--prs "$PRS" \
--commits "$COMMITS" \
--contributors "$CONTRIBUTORS" \
--from v1.0.0 \
--to HEAD \
--categorize \
--add-migration-guide)
# Save changelog
echo "$CHANGELOG" > CHANGELOG.md
# Create PR with changelog update
gh pr create \
--title "docs: Update changelog for v2.0.0" \
--body "Automated changelog update" \
--base mainCapabilities:
# Determine next version
npx ruv-swarm github version-suggest \
--current v1.2.3 \
--analyze-commits \
--check-compatibility \
--suggest-pre-releaseLogic:
# Coordinate multi-platform builds
npx ruv-swarm github release-build \
--platforms "linux,macos,windows" \
--architectures "x64,arm64" \
--parallel \
--optimize-sizeFeatures:
# Pre-release testing
npx ruv-swarm github release-test \
--suites "unit,integration,e2e,performance" \
--environments "node:16,node:18,node:20" \
--fail-fast false \
--generate-report# Multi-target deployment
npx ruv-swarm github release-deploy \
--targets "npm,docker,github,s3" \
--staged-rollout \
--monitor-metrics \
--auto-rollback# Staged rollout configuration
deployment:
strategy: progressive
stages:
- name: canary
percentage: 5
duration: 1h
metrics:
- error-rate < 0.1%
- latency-p99 < 200ms
- name: partial
percentage: 25
duration: 4h
validation: automated-tests
- name: full
percentage: 100
approval: required# Coordinate releases across repos
npx ruv-swarm github multi-release \
--repos "frontend:v2.0.0,backend:v2.1.0,cli:v1.5.0" \
--ensure-compatibility \
--atomic-release \
--synchronized# Emergency hotfix process
npx ruv-swarm github hotfix \
--issue 789 \
--target-version v1.2.4 \
--cherry-pick-commits \
--fast-track-deploy# .github$workflows$release.yml
name: Release Workflow
on:
push:
tags: ['v*']
jobs:
release-swarm:
runs-on: ubuntu-latest
steps:
- uses: actions$checkout@v3
with:
fetch-depth: 0
- name: Setup GitHub CLI
run: echo "${{ secrets.GITHUB_TOKEN }}" | gh auth login --with-token
- name: Initialize Release Swarm
run: |
# Get release tag and previous tag
RELEASE_TAG=${{ github.ref_name }}
PREV_TAG=$(gh release list --limit 2 --json tagName -q '.[1].tagName')
# Get PRs and commits for changelog
PRS=$(gh pr list --state merged --base main --json number,title,labels,author \
--search "merged:>=$(gh release view $PREV_TAG --json publishedAt -q .publishedAt)")
npx ruv-swarm github release-init \
--tag $RELEASE_TAG \
--previous-tag $PREV_TAG \
--prs "$PRS" \
--spawn-agents "changelog,version,build,test,deploy"
- name: Generate Release Assets
run: |
# Generate changelog from PR data
CHANGELOG=$(npx ruv-swarm github release-changelog \
--format markdown)
# Update release notes
gh release edit ${{ github.ref_name }} \
--notes "$CHANGELOG"
# Generate and upload assets
npx ruv-swarm github release-assets \
--changelog \
--binaries \
--documentation
- name: Upload Release Assets
run: |
# Upload generated assets to GitHub release
for file in dist/*; do
gh release upload ${{ github.ref_name }} "$file"
done
- name: Publish Release
run: |
# Publish to package registries
npx ruv-swarm github release-publish \
--platforms all
# Create announcement issue
gh issue create \
--title "🚀 Released ${{ github.ref_name }}" \
--body "See [release notes](https:/$github.com/${{ github.repository }}$releases$tag/${{ github.ref_name }})" \
--label "announcement"# Automated deployment pipeline
npx ruv-swarm github cd-pipeline \
--trigger "merge-to-main" \
--auto-version \
--deploy-on-success \
--rollback-on-failure# Comprehensive validation
npx ruv-swarm github release-validate \
--checks "
version-conflicts,
dependency-compatibility,
api-breaking-changes,
security-vulnerabilities,
performance-regression,
documentation-completeness
" \
--block-on-failure# Test backward compatibility
npx ruv-swarm github compat-test \
--previous-versions "v1.0,v1.1,v1.2" \
--api-contracts \
--data-migrations \
--generate-report# Security validation
npx ruv-swarm github release-security \
--scan-dependencies \
--check-secrets \
--audit-permissions \
--sign-artifacts# Monitor release health
npx ruv-swarm github release-monitor \
--version v2.0.0 \
--metrics "error-rate,latency,throughput" \
--alert-thresholds \
--duration 24h# Configure auto-rollback
npx ruv-swarm github rollback-config \
--triggers '{
"error-rate": ">5%",
"latency-p99": ">1000ms",
"availability": "<99.9%"
}' \
--grace-period 5m \
--notify-on-rollback# Analyze release performance
npx ruv-swarm github release-analytics \
--version v2.0.0 \
--compare-with v1.9.0 \
--metrics "adoption,performance,stability" \
--generate-insights# Update documentation
npx ruv-swarm github release-docs \
--api-changes \
--migration-guide \
--example-updates \
--publish-to "docs-site,wiki"<!-- Auto-generated release notes template -->
# Release v2.0.0
## 🎉 Highlights
- Major feature X with 50% performance improvement
- New API endpoints for feature Y
- Enhanced security with feature Z
## 🚀 Features
### Feature Name (#PR)
Detailed description of the feature...
## 🐛 Bug Fixes
### Fixed issue with... (#PR)
Description of the fix...
## 💥 Breaking Changes
### API endpoint renamed
- Before: `$api$old-endpoint`
- After: `$api$new-endpoint`
- Migration: Update all client calls...
## 📈 Performance Improvements
- Reduced memory usage by 30%
- API response time improved by 200ms
## 🔒 Security Updates
- Updated dependencies to patch CVE-XXXX
- Enhanced authentication mechanism
## 📚 Documentation
- Added examples for new features
- Updated API reference
- New troubleshooting guide
## 🙏 Contributors
Thanks to all contributors who made this release possible!# NPM package release
npx ruv-swarm github npm-release \
--version patch \
--test-all \
--publish-beta \
--tag-latest-on-success# Docker multi-arch release
npx ruv-swarm github docker-release \
--platforms "linux$amd64,linux$arm64" \
--tags "latest,v2.0.0,stable" \
--scan-vulnerabilities \
--push-to "dockerhub,gcr,ecr"# Mobile app store release
npx ruv-swarm github mobile-release \
--platforms "ios,android" \
--build-release \
--submit-review \
--staged-rollout# Emergency hotfix
npx ruv-swarm github emergency-release \
--severity critical \
--bypass-checks security-only \
--fast-track \
--notify-all# Immediate rollback
npx ruv-swarm github rollback \
--to-version v1.9.9 \
--reason "Critical bug in v2.0.0" \
--preserve-data \
--notify-usersSee also: workflow-automation.md, multi-repo-swarm.md
© 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/agent-release-swarm of ruvnet/ruflo.
Open the folder on GitHubat commit 58e0ae7
We found 2 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 2 other GitHub owners. This page covers the copy in ruvnet/ruflo, which our catalogue first saw on October 7, 2026.
Agent Release Swarm 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 |
|---|---|---|---|---|---|---|
| Agent Release Swarm this skillruvnet/ruflo | 74k | 2 repos | ~3.5k | Automated safety check: Pass | MIT | |
| GitDiagram Repository Overviewahmedkhaleel2004/gitdiagram | 18k | — | ~427 | Automated safety check: Pass | MIT | |
| Library Documentation Seekerwithkynam/vibecode-pro-max-kit | 1.1k | 1 repos | ~1k | Automated safety check: Notes | MIT | |
| Herdr Issue Triageherdrdev/herdr | 43k | — | ~517 | Automated safety check: Pass | Apache-2.0 | |
| Plane Release Notes Generatormakeplane/plane | 61k | — | ~2.5k | Automated safety check: Pass | AGPL-3.0 | |
| Deepseek Automationzhu1090093659/deepseek-pp | 1.9k | — | ~2.1k | Automated safety check: Notes | Apache-2.0 |
ahmedkhaleel2004/gitdiagram
Explains the architecture of a public GitHub repository through GitDiagram: how the code is organized, the main components with paths, and a Mermaid diagram.
withkynam/vibecode-pro-max-kit
Looks up library and framework documentation through Context7 first, with bundled Node scripts as a fallback that fetch and analyze llms.txt files.
herdrdev/herdr
Triages open herdr GitHub issues into a short decision-first Markdown table with a priority light, recommendation, age, reactions and a reason for each.
makeplane/plane
Builds categorized release notes for a Plane release pull request from its commits and writes them into the PR description, for both the plane-cloud and plane-ee repos.
zhu1090093659/deepseek-pp
A skill your agent uses when implementing, resuming, reviewing, or verifying the DeepSeek++ Codex-style automation feature in this repository.
mono/SkiaSharp
Triage a SkiaSharp GitHub issue or PR into structured JSON with classification (type, area, platform, severity), suggested response, automatable actions, and companion Markdown/HTML reports.
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.
Works with
Categories
Agent skill for release-swarm - invoke with $agent-release-swarm. Agent Release Swarm is an agent skill from ruvnet/ruflo.
Agent Release Swarm fits situations like: development work in your project.
Run `npx skills add ruvnet/ruflo --skill agent-release-swarm -a claude-code`. Or copy the skill folder (.agents/skills/agent-release-swarm in ruvnet/ruflo) into .claude/skills/agent-release-swarm in your project. Claude Code loads it when a task matches its description.
Run `npx skills add ruvnet/ruflo --skill agent-release-swarm -a codex`. Or copy the skill folder (.agents/skills/agent-release-swarm in ruvnet/ruflo) into .agents/skills/agent-release-swarm 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 agent-release-swarm -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/agent-release-swarm, .gemini/skills/agent-release-swarm, .github/skills/agent-release-swarm and .opencode/skills/agent-release-swarm in your project.
Going by SKILL.md and its folder, Agent Release Swarm needs the command-line tools its instructions call (npx, gh and jq) and credentials named GITHUB_TOKEN. Our summary lists: Node.js; Docker; A credential in GITHUB_TOKEN.
SKILL.md contains no URLs. Its commands use npx and gh, which can reach the network depending on how they are called. 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.
Agent Release Swarm is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 3.5k tokens (SKILL.md is roughly 14k 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 Agent Release Swarm: GitDiagram Repository Overview (ahmedkhaleel2004/gitdiagram, 18k stars), Library Documentation Seeker (withkynam/vibecode-pro-max-kit, 1.1k stars), Herdr Issue Triage (herdrdev/herdr, 43k stars) and Plane Release Notes Generator (makeplane/plane, 61k 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 74,159 GitHub stars. The repository holds 264 skills in this directory. The repository was last updated on October 9, 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.