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

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

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/checkou

/*----------------------------------------------------------------------------*/
/* S4 SUCCESS CRITERIA                                                         */
/*----------------------------------------------------------------------------*/

[define|neutral] SUCCESS_CRITERIA := {
  primary: "Skill execution completes successfully",
  quality: "Output meets quality thresholds",
  verification: "Results validated against requirements"
} [ground:given] [conf:1.0] [state:confirmed]

/*----------------------------------------------------------------------------*/
/* S5 MCP INTEGRATION                                                          */
/*----------------------------------------------------------------------------*/

[define|neutral] MCP_INTEGRATION := {
  memory_mcp: "Store execution results and patterns",
  tools: ["mcp__memory-mcp__memory_store", "mcp__memory-mcp__vector_search"]
} [ground:witnessed:mcp-config] [conf:0.95] [state:confirmed]

/*----------------------------------------------------------------------------*/
/* S6 MEMORY NAMESPACE                                                         */
/*----------------------------------------------------------------------------*/

[define|neutral] MEMORY_NAMESPACE := {
  pattern: "skills/operations/SKILL/{project}/{timestamp}",
  store: ["executions", "decisions", "patterns"],
  retrieve: ["similar_tasks", "proven_patterns"]
} [ground:system-policy] [conf:1.0] [state:confirmed]

[define|neutral] MEMORY_TAGGING := {
  WHO: "SKILL-{session_id}",
  WHEN: "ISO8601_timestamp",
  PROJECT: "{project_name}",
  WHY: "skill-execution"
} [ground:system-policy] [conf:1.0] [state:confirmed]

/*----------------------------------------------------------------------------*/
/* S7 SKILL COMPLETION VERIFICATION                                            */
/*----------------------------------------------------------------------------*/

[direct|emphatic] COMPLETION_CHECKLIST := {
  agent_spawning: "Spawn agents via Task()",
  registry_validation: "Use registry agents only",
  todowrite_called: "Track progress with TodoWrite",
  work_delegation: "Delegate to specialized agents"
} [ground:system-policy] [conf:1.0] [state:confirmed]

/*----------------------------------------------------------------------------*/
/* S8 ABSOLUTE RULES                                                           */
/*----------------------------------------------------------------------------*/

[direct|emphatic] RULE_NO_UNICODE := forall(output): NOT(unicode_outside_ascii) [ground:windows-compatibility] [conf:1.0] [state:confirmed]

[direct|emphatic] RULE_EVIDENCE := forall(claim): has(ground) AND has(confidence) [ground:verix-spec] [conf:1.0] [state:confirmed]

[direct|emphatic] RULE_REGISTRY := forall(agent): agent IN AGENT_REGISTRY [ground:system-policy] [conf:1.0] [state:confirmed]

/*----------------------------------------------------------------------------*/
/* PROMISE                                                                     */
/*----------------------------------------------------------------------------*/

[commit|confident] <promise>SKILL_VERILINGUA_VERIX_COMPLIANT</promise> [ground:self-validation] [conf:0.99] [state:confirmed]