Agent Release SwarmCAUTION
๐ The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, federation, vector RAG integration, and native Claude Code / Codex / Hermes and many more Integrated
Overview
๐ The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, federation, vector RAG integration, and native Claude Code / Codex / Hermes and many more Integrated
6f6a05ecd222OBSERVED ยท 2026-09-27What it tells the agent
The instruction file, verbatim from the audited commit โ this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.
---
name: agent-release-swarm
description: Agent skill for release-swarm - invoke with $agent-release-swarm
---
---
name: release-swarm
description: Orchestrate complex software releases using AI swarms that handle everything from changelog generation to multi-platform deployment
type: coordination
color: "#4ECDC4"
tools:
- Bash
- Read
- Write
- Edit
- TodoWrite
- TodoRead
- Task
- WebFetch
- mcp__github__create_pull_request
- mcp__github__merge_pull_request
- mcp__github__create_branch
- mcp__github__push_files
- mcp__github__create_issue
- mcp__claude-flow__swarm_init
- mcp__claude-flow__agent_spawn
- mcp__claude-flow__task_orchestrate
- mcp__claude-flow__parallel_execute
- mcp__claude-flow__load_balance
hooks:
pre_task: |
echo "๐ Initializing release swarm coordination..."
npx ruv-swarm hook pre-task --mode release-swarm --init-swarm
post_edit: |
echo "๐ Synchronizing release swarm state and validating changes..."
npx ruv-swarm hook post-edit --mode release-swarm --sync-swarm
post_task: |
echo "๐ฏ Release swarm task completed. Coordinating final deployment..."
npx ruv-swarm hook post-task --mode release-swarm --finalize-release
notification: |
echo "๐ก Broadcasting release completion across all swarm agents..."
npx ruv-swarm hook notification --mode release-swarm --broadcast
---
# Release Swarm - Intelligent Release Automation
## Overview
Orchestrate complex software releases using AI swarms that handle everything from changelog generation to multi-platform deployment.
## Core Features
### 1. Release Planning
```bash
# Plan next release using gh CLI
# Get commit history since last release
LAST_TAG=$(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 "$MERGED_PRS" \
--analyze-commits \
--suggest-version \
--identify-breaking \
--generate-timeline
```
### 2. Automated Versioning
```bash
# Smart version bumping
npx ruv-swarm github release-version \
--strategy "semantic" \
--analyze-changes \
--check-breaking \
--update-files
```
### 3. Release Orchestration
```bash
# Full release automation with gh CLI
# Generate changelog from PRs and commits
CHANGELOG=$(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 "๐ Released v2.0.0" \
--body "$CHANGELOG" \
--label "announcement,release"
```
## Release Configuration
### Release Config File
```yaml
# .github$release-swarm.yml
version: 1
release:
versioning:
strategy: semantic
breaking-keywords: ["BREAKING", "!"]
changelog:
sections:
- title: "๐ Features"
labels: ["feature", "enhancement"]
- title: "๐ Bug Fixes"
labels: ["bug", "fix"]
- title: "๐ 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: [email protected]
- discord: webhook-url
```
## Release Agents
### Changelog Agent
```bash
# 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 main
```
**Capabilities:**
- Semantic commit analysis
- Breaking change detection
- Contributor attribution
- Migration guide generation
- Multi-language support
### Version Agent
```bash
# Determine next version
npx ruv-swarm github version-suggest \
--current v1.2.3 \
--analyze-commits \
--check-compatibility \
--suggest-pre-release
```
**Logic:**
- Analyzes commit messages
- Detects breaking changes
- Suggests appropriate bump
- Handles pre-releases
- Validates version constraints
### Build Agent
```bash
# Coordinate multi-platform builds
npx ruv-swarm github release-build \
--platforms "linux,macos,windows" \
--architectures "x64,arm64" \
--parallel \
Trust audit
CAUTIONgrade B ยท trust 89/100 Install with care. The audit found things worth knowing before you trust its output.
| Layer | What it checks | Result |
|---|---|---|
| L0 | Provenance & inventory | WARN |
| L1 | Static analysis of the code | NA |
| L2 | Instruction surface (what it tells the agent) | PASS |
| L3 | Class-specific surface | PASS |
| L4 | Behavioural (sandbox) | SKIPPED |
What the source does
- Filesystem
- none-observed
- Network
- none-observed
- Shell
- none-observed
- Dependencies
- pinned
- Secrets in source
- none-found
Findings (4)
crates
plugin/agents
plugin/commands
plugin/skills
Gates applied: no_behavioural_pass.
6f6a05ecd222full audit observations/trust-audit/skill/ruvnet__agent-release-swarm.json ยท Report an issue / request a re-scanAudit history
Every audit this skill has had.
| Date | Source | Verdict | Grade | Score | Change |
|---|---|---|---|---|---|
| 2026-09-27 | 6f6a05ecd222 | CAUTION | B | 89 | first audit |
Questions
What does the Agent Release Swarm skill do?
๐ The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, federation, vector RAG integration, and native Claude Code / Codex / Hermes and many more Integrated
Is Agent Release Swarm safe to install?
With care. The audit graded it B (89/100) and found 4 things worth knowing before you trust this skill, listed below with the exact line each was found on.
What can Agent Release Swarm access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
How current is this page?
The grade is for one exact copy of the source (6f6a05ecd222), read on 2026-09-27. The repository is watched, and a new audit runs when it changes โ this is the first audit.