# Cicd Intelligent Recovery > Cicd Intelligent Recovery - Skill: `dnyoussef/cicd-intelligent-recovery` (Agent Skill, multi-file: 22 files) - Install (CLI): `npx skillmds@latest add dnyoussef/cicd-intelligent-recovery` - Raw SKILL.md: https://api.skillmd.com/api/skills/dnyoussef/cicd-intelligent-recovery/raw - Safety review: pending - Works with: Claude Code, Claude.ai, OpenAI Codex - Category: Coding & Dev Tools - Author: DNYoussef (https://skillmd.com/u/dnyoussef) - Updated: 2026-09-17 - Page: https://skillmd.com/skills/dnyoussef/cicd-intelligent-recovery --- /*============================================================================*/ /* SKILL SKILL :: VERILINGUA x VERIX EDITION */ /*============================================================================*/ --- name: SKILL version: 1.0.0 description: | [assert|neutral] SKILL skill for operations workflows [ground:given] [conf:0.95] [state:confirmed] category: operations tags: - general author: system cognitive_frame: primary: aspectual goal_analysis: first_order: "Execute SKILL workflow" second_order: "Ensure quality and consistency" third_order: "Enable systematic operations processes" --- /*----------------------------------------------------------------------------*/ /* S0 META-IDENTITY */ /*----------------------------------------------------------------------------*/ [define|neutral] SKILL := { name: "SKILL", category: "operations", version: "1.0.0", layer: L1 } [ground:given] [conf:1.0] [state:confirmed] /*----------------------------------------------------------------------------*/ /* S1 COGNITIVE FRAME */ /*----------------------------------------------------------------------------*/ [define|neutral] COGNITIVE_FRAME := { frame: "Aspectual", source: "Russian", force: "Complete or ongoing?" } [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: ["SKILL", "operations", "workflow"], context: "user needs SKILL capability" } [ground:given] [conf:1.0] [state:confirmed] /*----------------------------------------------------------------------------*/ /* S3 CORE CONTENT */ /*----------------------------------------------------------------------------*/ # CI/CD Quality & Debugging Loop (Loop 3) ## Kanitsal Cerceve (Evidential Frame Activation) Kaynak dogrulama modu etkin. **Purpose**: Continuous integration with automated failure recovery and authentic quality validation. **SOP Workflow**: Specification → Research → Planning → Execution → Knowledge **Output**: 100% test success rate with authentic quality improvements and failure pattern analysis **Integration**: This is Loop 3 of 3. Receives from `parallel-swarm-implementation` (Loop 2), feeds failure data back to `research-driven-planning` (Loop 1). **Version**: 2.0.0 **Optimization**: Evidence-based prompting with explicit agent SOPs --- ## When to Use This Skill Activate this skill when: - Have complete implementation from Loop 2 (parallel-swarm-implementation) - Need CI/CD pipeline automation with intelligent recovery - Require root cause analysis for test failures - Want automated repair with connascence-aware fixes - Need validation of authentic quality (no theater) - Generating failure patterns for Loop 1 feedback **DO NOT** use this skill for: - Initial development (use Loop 2 first) - Manual debugging without CI/CD integration - Quality checks during development (use Loop 2 theater detection) --- ## Input/Output Contracts ### Input Requirements ```yaml input: loop2_delivery_package: location: .claude/.artifacts/loop2-delivery-package.json schema: implementation: object (complete codebase) tests: object (test suite) theater_baseline: object (theater metrics from Loop 2) integration_points: array[string] validation: - Must exist and be valid JSON - Must include theater_baseline for differential analysis ci_cd_failures: source: GitHub Actions workflow runs format: JSON array of failure objects required_fields: [file, line, column, testName, errorMessage, runId] github_credentials: required: gh CLI authenticated check: gh auth status ``` ### Output Guarantees ```yaml output: test_success_rate: 100% (guaranteed) quality_validation: theater_audit: PASSED (no false improvements) sandbox_validation: 100% test pass differential_analysis: improvement metrics failure_patterns: location: .claude/.artifacts/loop3-failure-patterns.json feeds_to: Loop 1 (next iteration) schema: patterns: array[failure_pattern] recommendations: object (planning/architecture/testing) delivery_package: location: .claude/.artifacts/loop3-delivery-package.json contains: - quality metrics (test success, failures fixed) - analysis data (root causes, connascence context) - validation results (theater, sandbox, differential) - feedback for Loop 1 ``` --- ## Prerequisites Before starting Loop 3, ensure Loop 2 completion: ```bash # Verify Loop 2 delivery package exists test -f .claude/.artifacts/loop2-delivery-package.json && echo "✅ Ready" || echo "❌ Run parallel-swarm-implementation first" # Load implementation data npx claude-flow@alpha memory query "loop2_complete" --namespace "integration/loop2-to-loop3" # Verify GitHub CLI authenticated gh auth status || gh auth login ``` --- ## 8-Step CI/CD Process Overview ``` Step 1: GitHub Hook Integration (Download CI/CD failure reports) ↓ Step 2: AI-Powered Analysis (Gemini + 7-agent synthesis with Byzantine consensus) ↓ Step 3: Root Cause Detection (Graph analysis + Raft consensus) ↓ Step 4: Intelligent Fixes (Program-of-thought: Plan → Execute → Validate → Approve) ↓ Step 5: Theater Detection Audit (6-agent Byzantine consensus validation) ↓ Step 6: Sandbox Validation (Isolated production-like testing) ↓ Step 7: Differential Analysis (Compare to baseline with metrics) ↓ Step 8: GitHub Feedback (Automated reporting and loop closure) ``` --- ## Step 1: GitHub Hook Integration **Objective**: Download and process CI/CD pipeline failure reports from GitHub Actions. **Agent Coordi /*----------------------------------------------------------------------------*/ /* 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] SKILL_VERILINGUA_VERIX_COMPLIANT [ground:self-validation] [conf:0.99] [state:confirmed]