github-workflow-automation

Q: How do I install github-workflow-automation?

Run npx skills add https://github.com/ruvnet/ruview --skill github-workflow-automation in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/github-workflow-automation/ (personal) or .claude/skills/github-workflow-automation/ (project).

by ruvnetProductivity & Automation

Advanced GitHub Actions workflow automation with AI swarm coordination, intelligent CI/CD pipelines, and comprehensive repository management

Installs: 39
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Install

Works with every agent the skills CLI supports.

npx skills add https://github.com/ruvnet/ruview --skill github-workflow-automation

01
Install
Run the command in your project. The CLI asks which agents to install for.
02
Describe the task
Ask your agent for something this skill covers. It loads github-workflow-automation automatically when relevant.
03
Review the result
The agent follows the SKILL.md steps, scripts and references bundled with the skill.

SKILL.md

The instructions your agent reads when the skill is triggered.

GitHub Workflow Automation Skill

Overview

This skill provides comprehensive GitHub Actions automation with AI swarm coordination. It integrates intelligent CI/CD pipelines, workflow orchestration, and repository management to create self-organizing, adaptive GitHub workflows.

Quick Start

<details> <summary>💡 Basic Usage - Click to expand</summary>

Initialize GitHub Workflow Automation

# Start with a simple workflow
npx ruv-swarm actions generate-workflow \
  --analyze-codebase \
  --detect-languages \
  --create-optimal-pipeline

Common Commands

# Optimize existing workflow
npx ruv-swarm actions optimize \
  --workflow ".github/workflows/ci.yml" \
  --suggest-parallelization

# Analyze failed runs
gh run view <run-id> --json jobs,conclusion | \
  npx ruv-swarm actions analyze-failure \
    --suggest-fixes

</details>

Core Capabilities

🤖 Swarm-Powered GitHub Modes

<details> <summary>Available GitHub Integration Modes</summary>

1. gh-coordinator

GitHub workflow orchestration and coordination

Coordination Mode: Hierarchical
Max Parallel Operations: 10
Batch Optimized: Yes
Best For: Complex GitHub workflows, multi-repo coordination

# Usage example
npx claude-flow@alpha github gh-coordinator \
  "Coordinate multi-repo release across 5 repositories"

2. pr-manager

Pull request management and review coordination

Review Mode: Automated
Multi-reviewer: Yes
Conflict Resolution: Intelligent

# Create PR with automated review
gh pr create --title "Feature: New capability" \
  --body "Automated PR with swarm review" | \
  npx ruv-swarm actions pr-validate \
    --spawn-agents "linter,tester,security,docs"

3. issue-tracker

Issue management and project coordination

Issue Workflow: Automated
Label Management: Smart
Progress Tracking: Real-time

# Create coordinated issue workflow
npx claude-flow@alpha github issue-tracker \
  "Manage sprint issues with automated tracking"

4. release-manager

Release coordination and deployment

Release Pipeline: Automated
Versioning: Semantic
Deployment: Multi-stage

# Automated release management
npx claude-flow@alpha github release-manager \
  "Create v2.0.0 release with changelog and deployment"

5. repo-architect

Repository structure and organization

Structure Optimization: Yes
Multi-repo Support: Yes
Template Management: Advanced

# Optimize repository structure
npx claude-flow@alpha github repo-architect \
  "Restructure monorepo with optimal organization"

6. code-reviewer

Automated code review and quality assurance

Review Quality: Deep
Security Analysis: Yes
Performance Check: Automated

# Automated code review
gh pr view 123 --json files | \
  npx ruv-swarm actions pr-validate \
    --deep-review \
    --security-scan

7. ci-orchestrator

CI/CD pipeline coordination

Pipeline Management: Advanced
Test Coordination: Parallel
Deployment: Automated

# Orchestrate CI/CD pipeline
npx claude-flow@alpha github ci-orchestrator \
  "Setup parallel test execution with smart caching"

8. security-guardian

Security and compliance management

Security Scan: Automated
Compliance Check: Continuous
Vulnerability Management: Proactive

# Security audit
npx ruv-swarm actions security \
  --deep-scan \
  --compliance-check \
  --create-issues

</details>

🔧 Workflow Templates

<details> <summary>Production-Ready GitHub Actions Templates</summary>

1. Intelligent CI with Swarms

# .github/workflows/swarm-ci.yml
name: Intelligent CI with Swarms
on: [push, pull_request]

jobs:
  swarm-analysis:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v3

      - name: Initialize Swarm
        uses: ruvnet/swarm-action@v1
        with:
          topology: mesh
          max-agents: 6

      - name: Analyze Changes
        run: |
          npx ruv-swarm actions analyze \
            --commit ${{ github.sha }} \
            --suggest-tests \
            --optimize-pipeline

2. Multi-Language Detection

# .github/workflows/polyglot-swarm.yml
name: Polyglot Project Handler
on: push

jobs:
  detect-and-build:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v3

      - name: Detect Languages
        id: detect
        run: |
          npx ruv-swarm actions detect-stack \
            --output json > stack.json

      - name: Dynamic Build Matrix
        run: |
          npx ruv-swarm actions create-matrix \
            --from stack.json \
            --parallel-builds

3. Adaptive Security Scanning

# .github/workflows/security-swarm.yml
name: Intelligent Security Scan
on:
  schedule:
    - cron: '0 0 * * *'
  workflow_dispatch:

jobs:
  security-swarm:
    runs-on: ubuntu-latest
    steps:
      - name: Security Analysis Swarm
        run: |
          SECURITY_ISSUES=$(npx ruv-swarm actions security \
            --deep-scan \
            --format json)

          echo "$SECURITY_ISSUES" | jq -r '.issues[]? | @base64' | while read -r issue; do
            _jq() {
              echo ${issue} | base64 --decode | jq -r ${1}
            }
            gh issue create \
              --title "$(_jq '.title')" \
              --body "$(_jq '.body')" \
              --label "security,critical"
          done

4. Self-Healing Pipeline

# .github/workflows/self-healing.yml
name: Self-Healing Pipeline
on: workflow_run

jobs:
  heal-pipeline:
    if: ${{ github.event.workflow_run.conclusion == 'failure' }}
    runs-on: ubuntu-latest
    steps:
      - name: Diagnose and Fix
        run: |
          npx ruv-swarm actions self-heal \
            --run-id ${{ github.event.workflow_run.id }} \
            --auto-fix-common \
            --create-pr-complex

5. Progressive Deployment

# .github/workflows/smart-deployment.yml
name: Smart Deployment
on:
  push:
    branches: [main]

jobs:
  progressive-deploy:
    runs-on: ubuntu-latest
    steps:
      - name: Analyze Risk
        id: risk
        run: |
          npx ruv-swarm actions deploy-risk \
            --changes ${{ github.sha }} \
            --history 30d

      - name: Choose Strategy
        run: |
          npx ruv-swarm actions deploy-strategy \
            --risk ${{ steps.risk.outputs.level }} \
            --auto-execute

6. Performance Regression Detection

# .github/workflows/performance-guard.yml
name: Performance Guard
on: pull_request

jobs:
  perf-swarm:
    runs-on: ubuntu-latest
    steps:
      - name: Performance Analysis
        run: |
          npx ruv-swarm actions perf-test \
            --baseline main \
            --threshold 10% \
            --auto-profile-regression

7. PR Validation Swarm

# .github/workflows/pr-validation.yml
name: PR Validation Swarm
on: pull_request

jobs:
  validate:
    runs-on: ubuntu-latest
    steps:
      - name: Multi-Agent Validation
        run: |
          PR_DATA=$(gh pr view ${{ github.event.pull_request.number }} --json files,labels)

          RESULTS=$(npx ruv-swarm actions pr-validate \
            --spawn-agents "linter,tester,security,docs" \
            --parallel \
            --pr-data "$PR_DATA")

          gh pr comment ${{ github.event.pull_request.number }} \
            --body "$RESULTS"

8. Intelligent Release

# .github/workflows/intelligent-release.yml
name: Intelligent Release
on:
  push:
    tags: ['v*']

jobs:
  release:
    runs-on: ubuntu-latest
    steps:
      - name: Release Swarm
        run: |
          npx ruv-swarm actions release \
            --analyze-changes \
            --generate-notes \
            --create-artifacts \
            --publish-smart

</details>

📊 Monitoring & Analytics

<details> <summary>Workflow Analysis & Optimization</summary>

Workflow Analytics

# Analyze workflow performance
npx ruv-swarm actions analytics \
  --workflow "ci.yml" \
  --period 30d \
  --identify-bottlenecks \
  --suggest-improvements

Cost Optimization

# Optimize GitHub Actions costs
npx ruv-swarm actions cost-optimize \
  --analyze-usage \
  --suggest-caching \
  --recommend-self-hosted

Failure Pattern Analysis

# Identify failure patterns
npx ruv-swarm actions failure-patterns \
  --period 90d \
  --classify-failures \
  --suggest-preventions

Resource Management

# Optimize resource usage
npx ruv-swarm actions resources \
  --analyze-usage \
  --suggest-runners \
  --cost-optimize

</details>

Advanced Features

🧪 Dynamic Test Strategies

<details> <summary>Intelligent Test Selection & Execution</summary>

Smart Test Selection

# Automatically select relevant tests
- name: Swarm Test Selection
  run: |
    npx ruv-swarm actions smart-test \
      --changed-files ${{ steps.files.outputs.all }} \
      --impact-analysis \
      --parallel-safe

Dynamic Test Matrix

# Generate test matrix from code analysis
jobs:
  generate-matrix:
    outputs:
      matrix: ${{ steps.set-matrix.outputs.matrix }}
    steps:
      - id: set-matrix
        run: |
          MATRIX=$(npx ruv-swarm actions test-matrix \
            --detect-frameworks \
            --optimize-coverage)
          echo "matrix=${MATRIX}" >> $GITHUB_OUTPUT

  test:
    needs: generate-matrix
    strategy:
      matrix: ${{fromJson(needs.generate-matrix.outputs.matrix)}}

Intelligent Parallelization

# Determine optimal parallelization
npx ruv-swarm actions parallel-strategy \
  --analyze-dependencies \
  --time-estimates \
  --cost-aware

</details>

🔮 Predictive Analysis

<details> <summary>AI-Powered Workflow Predictions</summary>

Predictive Failures

# Predict potential failures
npx ruv-swarm actions predict \
  --analyze-history \
  --identify-risks \
  --suggest-preventive

Workflow Recommendations

# Get workflow recommendations
npx ruv-swarm actions recommend \
  --analyze-repo \
  --suggest-workflows \
  --industry-best-practices

Automated Optimization

# Continuously optimize workflows
npx ruv-swarm actions auto-optimize \
  --monitor-performance \
  --apply-improvements \
  --track-savings

</details>

🎯 Custom Actions Development

<details> <summary>Build Your Own Swarm Actions</summary>

Custom Swarm Action Template

// action.yml
name: 'Swarm Custom Action'
description: 'Custom swarm-powered action'
inputs:
  task:
    description: 'Task for swarm'
    required: true
runs:
  using: 'node16'
  main: 'dist/index.js'

// index.js
const { SwarmAction } = require('ruv-swarm');

async function run() {
  const swarm = new SwarmAction({
    topology: 'mesh',
    agents: ['analyzer', 'optimizer']
  });

  await swarm.execute(core.getInput('task'));
}

run().catch(error => core.setFailed(error.message));

</details>

Integration with Claude-Flow

🔄 Swarm Coordination Patterns

<details> <summary>MCP-Based GitHub Workflow Coordination</summary>

Initialize GitHub Swarm

// Step 1: Initialize swarm coordination
mcp__claude-flow__swarm_init {
  topology: "hierarchical",
  maxAgents: 8
}

// Step 2: Spawn specialized agents
mcp__claude-flow__agent_spawn { type: "coordinator", name: "GitHub Coordinator" }
mcp__claude-flow__agent_spawn { type: "reviewer", name: "Code Reviewer" }
mcp__claude-flow__agent_spawn { type: "tester", name: "QA Agent" }
mcp__claude-flow__agent_spawn { type: "analyst", name: "Security Analyst" }

// Step 3: Orchestrate GitHub workflow
mcp__claude-flow__task_orchestrate {
  task: "Complete PR review and merge workflow",
  strategy: "parallel",
  priority: "high"
}

GitHub Hooks Integration

# Pre-task: Setup GitHub context
npx claude-flow@alpha hooks pre-task \
  --description "PR review workflow" \
  --context "pr-123"

# During task: Track progress
npx claude-flow@alpha hooks notify \
  --message "Completed security scan" \
  --type "github-action"

# Post-task: Export results
npx claude-flow@alpha hooks post-task \
  --task-id "pr-review-123" \
  --export-github-summary

</details>

📦 Batch Operations

<details> <summary>Concurrent GitHub Operations</summary>

Parallel GitHub CLI Commands

// Single message with all GitHub operations
[Concurrent Execution]:
  Bash("gh issue create --title 'Feature A' --body 'Description A' --label 'enhancement'")
  Bash("gh issue create --title 'Feature B' --body 'Description B' --label 'enhancement'")
  Bash("gh pr create --title 'PR 1' --head 'feature-a' --base 'main'")
  Bash("gh pr create --title 'PR 2' --head 'feature-b' --base 'main'")
  Bash("gh pr checks 123 --watch")
  TodoWrite { todos: [
    {content: "Review security scan results", status: "pending"},
    {content: "Merge approved PRs", status: "pending"},
    {content: "Update changelog", status: "pending"}
  ]}

</details>

Best Practices

🏗️ Workflow Organization

<details> <summary>Structure Your GitHub Workflows</summary>

1. Use Reusable Workflows

# .github/workflows/reusable-swarm.yml
name: Reusable Swarm Workflow
on:
  workflow_call:
    inputs:
      topology:
        required: true
        type: string

jobs:
  swarm-task:
    runs-on: ubuntu-latest
    steps:
      - name: Initialize Swarm
        run: |
          npx ruv-swarm init --topology ${{ inputs.topology }}

2. Implement Proper Caching

- name: Cache Swarm Dependencies
  uses: actions/cache@v3
  with:
    path: ~/.npm
    key: ${{ runner.os }}-swarm-${{ hashFiles('**/package-lock.json') }}

3. Set Appropriate Timeouts

jobs:
  swarm-task:
    timeout-minutes: 30
    steps:
      - name: Swarm Operation
        timeout-minutes: 10

4. Use Workflow Dependencies

jobs:
  setup:
    runs-on: ubuntu-latest

  test:
    needs: setup
    runs-on: ubuntu-latest

  deploy:
    needs: [setup, test]
    runs-on: ubuntu-latest

</details>

🔒 Security Best Practices

<details> <summary>Secure Your GitHub Workflows</summary>

1. Store Configurations Securely

- name: Setup Swarm
  env:
    SWARM_CONFIG: ${{ secrets.SWARM_CONFIG }}
    API_KEY: ${{ secrets.API_KEY }}
  run: |
    npx ruv-swarm init --config "$SWARM_CONFIG"

2. Use OIDC Authentication

permissions:
  id-token: write
  contents: read

- name: Configure AWS Credentials
  uses: aws-actions/configure-aws-credentials@v2
  with:
    role-to-assume: arn:aws:iam::123456789012:role/GitHubAction
    aws-region: us-east-1

3. Implement Least-Privilege

permissions:
  contents: read
  pull-requests: write
  issues: write

4. Audit Swarm Operations

- name: Audit Swarm Actions
  run: |
    npx ruv-swarm actions audit \
      --export-logs \
      --compliance-report

</details>

⚡ Performance Optimization

<details> <summary>Maximize Workflow Performance</summary>

1. Cache Swarm Dependencies

- uses: actions/cache@v3
  with:
    path: |
      ~/.npm
      node_modules
    key: ${{ runner.os }}-swarm-${{ hashFiles('**/package-lock.json') }}

2. Use Appropriate Runner Sizes

jobs:
  heavy-task:
    runs-on: ubuntu-latest-4-cores
    steps:
      - name: Intensive Swarm Operation

3. Implement Early Termination

- name: Quick Fail Check
  run: |
    if ! npx ruv-swarm actions pre-check; then
      echo "Pre-check failed, terminating early"
      exit 1
    fi

4. Optimize Parallel Execution

strategy:
  matrix:
    include:
      - runner: ubuntu-latest
        task: test
      - runner: ubuntu-latest
        task: lint
      - runner: ubuntu-latest
        task: security
  max-parallel: 3

</details>

Debugging & Troubleshooting

🐛 Debug Tools

<details> <summary>Debug GitHub Workflow Issues</summary>

Debug Mode

- name: Debug Swarm
  run: |
    npx ruv-swarm actions debug \
      --verbose \
      --trace-agents \
      --export-logs
  env:
    ACTIONS_STEP_DEBUG: true

Performance Profiling

# Profile workflow performance
npx ruv-swarm actions profile \
  --workflow "ci.yml" \
  --identify-slow-steps \
  --suggest-optimizations

Failure Analysis

# Analyze failed runs
gh run view <run-id> --json jobs,conclusion | \
  npx ruv-swarm actions analyze-failure \
    --suggest-fixes \
    --auto-retry-flaky

Log Analysis

# Download and analyze logs
gh run download <run-id>
npx ruv-swarm actions analyze-logs \
  --directory ./logs \
  --identify-errors

</details>

Real-World Examples

🚀 Complete Workflows

<details> <summary>Production-Ready Integration Examples</summary>

Example 1: Full-Stack Application CI/CD

name: Full-Stack CI/CD with Swarms
on:
  push:
    branches: [main, develop]
  pull_request:

jobs:
  initialize:
    runs-on: ubuntu-latest
    outputs:
      swarm-id: ${{ steps.init.outputs.swarm-id }}
    steps:
      - id: init
        run: |
          SWARM_ID=$(npx ruv-swarm init --topology mesh --output json | jq -r '.id')
          echo "swarm-id=${SWARM_ID}" >> $GITHUB_OUTPUT

  backend:
    needs: initialize
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v3
      - name: Backend Tests
        run: |
          npx ruv-swarm agents spawn --type tester \
            --task "Run backend test suite" \
            --swarm-id ${{ needs.initialize.outputs.swarm-id }}

  frontend:
    needs: initialize
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v3
      - name: Frontend Tests
        run: |
          npx ruv-swarm agents spawn --type tester \
            --task "Run frontend test suite" \
            --swarm-id ${{ needs.initialize.outputs.swarm-id }}

  security:
    needs: initialize
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v3
      - name: Security Scan
        run: |
          npx ruv-swarm agents spawn --type security \
            --task "Security audit" \
            --swarm-id ${{ needs.initialize.outputs.swarm-id }}

  deploy:
    needs: [backend, frontend, security]
    if: github.ref == 'refs/heads/main'
    runs-on: ubuntu-latest
    steps:
      - name: Deploy
        run: |
          npx ruv-swarm actions deploy \
            --strategy progressive \
            --swarm-id ${{ needs.initialize.outputs.swarm-id }}

Example 2: Monorepo Management

name: Monorepo Coordination
on: push

jobs:
  detect-changes:
    runs-on: ubuntu-latest
    outputs:
      packages: ${{ steps.detect.outputs.packages }}
    steps:
      - uses: actions/checkout@v3
        with:
          fetch-depth: 0

      - id: detect
        run: |
          PACKAGES=$(npx ruv-swarm actions detect-changes \
            --monorepo \
            --output json)
          echo "packages=${PACKAGES}" >> $GITHUB_OUTPUT

  build-packages:
    needs: detect-changes
    runs-on: ubuntu-latest
    strategy:
      matrix:
        package: ${{ fromJson(needs.detect-changes.outputs.packages) }}
    steps:
      - name: Build Package
        run: |
          npx ruv-swarm actions build \
            --package ${{ matrix.package }} \
            --parallel-deps

Example 3: Multi-Repo Synchronization

# Synchronize multiple repositories
npx claude-flow@alpha github sync-coordinator \
  "Synchronize version updates across:
   - github.com/org/repo-a
   - github.com/org/repo-b
   - github.com/org/repo-c

   Update dependencies, align versions, create PRs"

</details>

Command Reference

📚 Quick Command Guide

<details> <summary>All Available Commands</summary>

Workflow Generation

npx ruv-swarm actions generate-workflow [options]
  --analyze-codebase       Analyze repository structure
  --detect-languages       Detect programming languages
  --create-optimal-pipeline Generate optimized workflow

Optimization

npx ruv-swarm actions optimize [options]
  --workflow <path>        Path to workflow file
  --suggest-parallelization Suggest parallel execution
  --reduce-redundancy      Remove redundant steps
  --estimate-savings       Estimate time/cost savings

Analysis

npx ruv-swarm actions analyze [options]
  --commit <sha>           Analyze specific commit
  --suggest-tests          Suggest test improvements
  --optimize-pipeline      Optimize pipeline structure

Testing

npx ruv-swarm actions smart-test [options]
  --changed-files <files>  Files that changed
  --impact-analysis        Analyze test impact
  --parallel-safe          Only parallel-safe tests

Security

npx ruv-swarm actions security [options]
  --deep-scan             Deep security analysis
  --format <format>       Output format (json/text)
  --create-issues         Auto-create GitHub issues

Deployment

npx ruv-swarm actions deploy [options]
  --strategy <type>       Deployment strategy
  --risk <level>          Risk assessment level
  --auto-execute          Execute automatically

Monitoring

npx ruv-swarm actions analytics [options]
  --workflow <name>       Workflow to analyze
  --period <duration>     Analysis period
  --identify-bottlenecks  Find bottlenecks
  --suggest-improvements  Improvement suggestions

</details>

Integration Checklist

✅ Setup Verification

<details> <summary>Verify Your Setup</summary>

GitHub CLI (gh) installed and authenticated
Git configured with user credentials
Node.js v16+ installed
claude-flow@alpha package available
Repository has .github/workflows directory
GitHub Actions enabled on repository
Necessary secrets configured
Runner permissions verified

Quick Setup Script

#!/bin/bash
# setup-github-automation.sh

# Install dependencies
npm install -g claude-flow@alpha

# Verify GitHub CLI
gh auth status || gh auth login

# Create workflow directory
mkdir -p .github/workflows

# Generate initial workflow
npx ruv-swarm actions generate-workflow \
  --analyze-codebase \
  --create-optimal-pipeline > .github/workflows/ci.yml

echo "✅ GitHub workflow automation setup complete"

</details>

Related Skills

github-pr-enhancement - Advanced PR management
release-coordination - Release automation
swarm-coordination - Multi-agent orchestration
ci-cd-optimization - Pipeline optimization

Support & Documentation

GitHub CLI Docs: https://cli.github.com/manual/
GitHub Actions: https://docs.github.com/en/actions
Claude-Flow: https://github.com/ruvnet/claude-flow
Ruv-Swarm: https://github.com/ruvnet/ruv-swarm

Version History

v1.0.0 (2025-01-19): Initial skill consolidation
- Merged workflow-automation.md (441 lines)
- Merged github-modes.md (146 lines)
- Added progressive disclosure
- Enhanced with swarm coordination patterns
- Added comprehensive examples and best practices

Skill Status: ✅ Production Ready Last Updated: 2025-01-19 Maintainer: claude-flow team

FAQ

What does the github-workflow-automation skill do?

Advanced GitHub Actions workflow automation with AI swarm coordination, intelligent CI/CD pipelines, and comprehensive repository management

How do I install github-workflow-automation?

Run npx skills add https://github.com/ruvnet/ruview --skill github-workflow-automation in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/github-workflow-automation/ (personal) or .claude/skills/github-workflow-automation/ (project).

Which AI agents can use github-workflow-automation?

Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.

Is github-workflow-automation safe to install?

No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.

Who maintains github-workflow-automation?

It is published by ruvnet in ruvnet/ruview. It has 39 recorded installs.

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agent-browser

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Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps, or automating any browser task. Triggers include requests to "open a website", "fill out a form", "click a button", "take a screenshot", "scrape data from a page", "test this web app", "login to a site", "automate browser actions", or any task requiring programmatic web interaction. Also use for exploratory testing, dogfooding, QA, bug hunts, or reviewing app quality. Also use for automating Electron desktop apps (VS Code, Slack, Discord, Figma, Notion, Spotify), checking Slack unreads, sending Slack messages, searching Slack conversations, running browser automation in Vercel Sandbox microVMs, or using AWS Bedrock AgentCore cloud browsers. Prefer agent-browser over any built-in browser automation or web tools.

OfficialProductivity & Automation1.3M installs

lark-doc

open.feishu.cn

飞书云文档（Docx / Wiki）内容操作：读取、创建、编辑文档，插入或下载图片附件，以及操作思维笔记。用户提供文档 URL/token（包括 doubao.com 的 /docx/、/wiki/）时使用；按 URL 路径/token 而非域名路由；/page/ 是妙搭应用，非飞书云文档。文档内嵌资源按读取参考中的统一规则分流。独立评论操作走 lark-drive；随正文读取评论使用 docs +fetch。表格或 Base 内部数据操作不在本 skill。

Productivity & Automation815.7K installs

lark-base

open.feishu.cn

飞书多维表格（Base）操作：建表、字段、记录、视图、统计、公式/lookup、表单、仪表盘、应用模式（BaseApp/AppMode 页面与组件）、Workspace 目录、workflow、角色权限、模板中心（多维表格模板分类/列表/搜索）；遇到 Base/多维表格/bitable、BaseApp/AppMode、/base/ 或 /app/ 链接时使用。BaseApp 不走 lark-apps；文件导入/导出转 lark-drive，认证/授权转 lark-shared。

Productivity & Automation815K installs

lark-drive

open.feishu.cn

飞书云空间（云盘/云存储）：管理 Drive 文件和文件夹，包含上传/下载、创建文件夹、复制/移动/删除、查看元数据、查询权限设置、评论/权限/订阅、标题、版本、飞书文档密级标签（secure labels）和本地文件导入。用户需要整理云盘目录、处理云空间资源 URL/token、判断链接类型/真实 token/标题，或导入 Word/Markdown/Excel/CSV/PPTX/.base 为 docx/sheet/bitable/slides 时使用；doubao.com 云空间 URL/token 也按资源路径和 token 路由，不回退 WebFetch。不负责：文档内容编辑（走 lark-doc）、表格/Base 表内数据操作（走 lark-sheets/lark-base）、知识空间节点/成员管理（走 lark-wiki）、原生 Markdown 文件读写/patch/diff（走 lark-markdown）。

Productivity & Automation815K installs

lark-shared

open.feishu.cn

Use for lark-cli setup/auth tasks: auth login/status/logout, user vs bot identity, business-domain permissions (--domain, including all/docs/drive), missing scopes, revoking authorization, or handling notice JSON.

Productivity & Automation814.8K installs

lark-im

open.feishu.cn

飞书即时通讯：收发消息和管理群聊。发送和回复消息、搜索聊天记录、管理群聊成员、上传下载图片和文件、管理表情回复、发送应用内/短信/电话加急、发送和处理交互卡片（Interactive Card）、监听卡片按钮回调（card.action.trigger）。当用户需要发消息、查看或搜索聊天记录、下载聊天中的文件、查看群成员、搜索群、创建群聊或话题群、管理标记数据、管理 Feed 置顶（添加/移除/查询置顶会话）、管理标签数据、处理卡片回调时使用。

Productivity & Automation814.1K installs

github-workflow-automation

Install

Install

Describe the task

Review the result

SKILL.md

GitHub Workflow Automation Skill

Overview

Quick Start

Initialize GitHub Workflow Automation

Common Commands

Core Capabilities

🤖 Swarm-Powered GitHub Modes

1. gh-coordinator

2. pr-manager

3. issue-tracker

4. release-manager

5. repo-architect

6. code-reviewer

7. ci-orchestrator

8. security-guardian

🔧 Workflow Templates

1. Intelligent CI with Swarms

2. Multi-Language Detection

3. Adaptive Security Scanning

4. Self-Healing Pipeline

5. Progressive Deployment

6. Performance Regression Detection

7. PR Validation Swarm

8. Intelligent Release

📊 Monitoring & Analytics

Workflow Analytics

Cost Optimization

Failure Pattern Analysis

Resource Management

Advanced Features

🧪 Dynamic Test Strategies

Smart Test Selection

Dynamic Test Matrix

Intelligent Parallelization

🔮 Predictive Analysis

Predictive Failures

Workflow Recommendations

Automated Optimization

🎯 Custom Actions Development

Custom Swarm Action Template

Integration with Claude-Flow

🔄 Swarm Coordination Patterns

Initialize GitHub Swarm

GitHub Hooks Integration

📦 Batch Operations

Parallel GitHub CLI Commands

Best Practices

🏗️ Workflow Organization

1. Use Reusable Workflows

2. Implement Proper Caching

3. Set Appropriate Timeouts

4. Use Workflow Dependencies

🔒 Security Best Practices

1. Store Configurations Securely

2. Use OIDC Authentication

3. Implement Least-Privilege

4. Audit Swarm Operations

⚡ Performance Optimization

1. Cache Swarm Dependencies

2. Use Appropriate Runner Sizes

3. Implement Early Termination

4. Optimize Parallel Execution

Debugging & Troubleshooting

🐛 Debug Tools

Debug Mode

Performance Profiling

Failure Analysis

Log Analysis

Real-World Examples

🚀 Complete Workflows

Example 1: Full-Stack Application CI/CD

Example 2: Monorepo Management

Example 3: Multi-Repo Synchronization

Command Reference