# when-releasing-software-use-github-release-management > [assert|neutral] Comprehensive GitHub release orchestration with AI swarm coordination for automated versioning, testing, deployment, and rollback management. Coordinates release-manager, cicd-engineer, tester, and do [ground:given] [conf:0.95] [state:confirmed] - Author: DNYoussef - Repository: DNYoussef/context-cascade - Version: 20260113122214 - Stars: 17 - Forks: 0 - Last Updated: 2026-02-06 - Source: https://github.com/DNYoussef/context-cascade - Web: https://mule.run/skillshub/@@DNYoussef/context-cascade~when-releasing-software-use-github-release-management:20260113122214 --- /*============================================================================*/ /* WHEN-RELEASING-SOFTWARE-USE-GITHUB-RELEASE-MANAGEMENT SKILL :: VERILINGUA x VERIX EDITION */ /*============================================================================*/ --- name: when-releasing-software-use-github-release-management version: 1.0.0 description: | [assert|neutral] Comprehensive GitHub release orchestration with AI swarm coordination for automated versioning, testing, deployment, and rollback management. Coordinates release-manager, cicd-engineer, tester, and do [ground:given] [conf:0.95] [state:confirmed] category: operations tags: - general author: system cognitive_frame: primary: evidential goal_analysis: first_order: "Execute when-releasing-software-use-github-release-management workflow" second_order: "Ensure quality and consistency" third_order: "Enable systematic operations processes" --- /*----------------------------------------------------------------------------*/ /* S0 META-IDENTITY */ /*----------------------------------------------------------------------------*/ [define|neutral] SKILL := { name: "when-releasing-software-use-github-release-management", category: "operations", version: "1.0.0", layer: L1 } [ground:given] [conf:1.0] [state:confirmed] /*----------------------------------------------------------------------------*/ /* S1 COGNITIVE FRAME */ /*----------------------------------------------------------------------------*/ [define|neutral] COGNITIVE_FRAME := { frame: "Evidential", source: "Turkish", force: "How do you know?" } [ground:cognitive-science] [conf:0.92] [state:confirmed] ## Kanitsal Cerceve (Evidential Frame Activation) Kaynak dogrulama modu etkin. /*----------------------------------------------------------------------------*/ /* S2 TRIGGER CONDITIONS */ /*----------------------------------------------------------------------------*/ [define|neutral] TRIGGER_POSITIVE := { keywords: ["when-releasing-software-use-github-release-management", "operations", "workflow"], context: "user needs when-releasing-software-use-github-release-management capability" } [ground:given] [conf:1.0] [state:confirmed] /*----------------------------------------------------------------------------*/ /* S3 CORE CONTENT */ /*----------------------------------------------------------------------------*/ # GitHub Release Management Skill ## Kanitsal Cerceve (Evidential Frame Activation) Kaynak dogrulama modu etkin. ## Overview Orchestrate end-to-end software release processes with intelligent agent coordination. This skill automates version bumping, changelog generation, release candidate testing, deployment orchestration, post-release validation, and rollback procedures for GitHub-hosted projects using comprehensive CI/CD integration. ## When to Use This Skill Activate this skill when creating production releases with automated validation, coordinating multi-environment deployments (staging, production), generating release notes and changelogs automatically, managing semantic versioning across projects, implementing deployment strategies (rolling, blue-green, canary), handling hotfix releases and emergency patches, or establishing release automation for new projects. Use for both small single-repository releases and complex multi-service deployments, scheduled regular releases or on-demand deployments, and establishing release governance and compliance. ## Agent Coordination Architecture ### Swarm Topology Initialize a **hierarchical topology** with release-manager as coordinator overseeing specialized deployment, testing, and documentation agents. Hierarchical structure ensures coordinated decision-making for critical release operations. ```bash # Initialize hierarchical swarm for release management npx claude-flow@alpha swarm init --topology hierarchical --max-agents 8 --strategy specialized ``` ### Specialized Agent Roles **Release Manager** (`release-manager`): Top-level coordinator that oversees entire release process. Makes go/no-go decisions, coordinates deployment timing, manages rollback decisions, and ensures release quality standards. Acts as release captain. **CI/CD Engineer** (`cicd-engineer`): Manages build pipelines, deployment automation, infrastructure provisioning, and deployment strategy execution. Handles technical deployment mechanics and environment configuration. **Test Engineer** (`tester`): Validates release candidates through automated testing, regression testing, performance testing, and smoke testing. Verifies deployment success and monitors post-deployment health. **Code Reviewer** (`reviewer`): Performs final code review of release branch, validates security compliance, checks for last-minute issues, and approves release artifacts. **Documentation Writer** (`docs-writer`): Generates release notes, updates changelogs, creates deployment runbooks, and documents breaking changes. Ensures comprehensive release documentation. ## Release Management Workflows (SOP) ### Workflow 1: Standard Release (Major/Minor/Patch) Execute full release cycle from version bump to production deployment. **Phase 1: Pre-Release Preparation** **Step 1.1: Initialize Release Swarm** ```bash # Set up hierarchical release swarm mcp__claude-flow__swarm_init topology=hierarchical maxAgents=8 strategy=specialized # Spawn release team mcp__claude-flow__agent_spawn type=coordinator name=release-manager mcp__claude-flow__agent_spawn type=coder name=cicd-engineer mcp__claude-flow__agent_spawn type=researcher name=tester mcp__claude-flow__agent_spawn type=analyst name=reviewer mcp__claude-flow__agent_spawn type=researcher name=docs-writer ``` **Step 1.2: Determine Release Version** ```plaintext Task("Release Manager", " Determine next release version: 1. Fetch current version from package.json / Cargo.toml / VERSION file 2. Analyze commits since last release using git log 3. Classify changes: breaking|features|fixes|docs 4. Apply semantic versioning rules: - Breaking changes → major version bump - New features → minor version bump - Bug fixes only → patch version bump 5. Check for forced version override in environment Use scripts/semver.sh for version calculation Store version decision in memory: release/version Run hooks: npx claude-flow@alpha hooks pre-task --description /*----------------------------------------------------------------------------*/ /* 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/when-releasing-software-use-github-release-management/{project}/{timestamp}", store: ["executions", "decisions", "patterns"], retrieve: ["similar_tasks", "proven_patterns"] } [ground:system-policy] [conf:1.0] [state:confirmed] [define|neutral] MEMORY_TAGGING := { WHO: "when-releasing-software-use-github-release-management-{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] WHEN_RELEASING_SOFTWARE_USE_GITHUB_RELEASE_MANAGEMENT_VERILINGUA_VERIX_COMPLIANT [ground:self-validation] [conf:0.99] [state:confirmed]