DNYoussef /============================================================================/ /* SKILL SKILL :: VERILINGUA x VERIX EDITION / /============================================================================*/
name: skill version: 1.0.0 description: | [assert|neutral] skill skill for delivery workflows [ground:given] [conf:0.95] [state:confirmed] category: delivery 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 delivery processes"
/----------------------------------------------------------------------------/ /* S0 META-IDENTITY / /----------------------------------------------------------------------------*/
[define|neutral] SKILL := { name: "skill", category: "delivery", 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", "delivery", "workflow"], context: "user needs skill capability" } [ground:given] [conf:1.0] [state:confirmed]
/----------------------------------------------------------------------------/ /* S3 CORE CONTENT / /----------------------------------------------------------------------------*/
When Fixing Complex Bug Use Smart Bug Fix
Kanitsal Cerceve (Evidential Frame Activation)
Kaynak dogrulama modu etkin.
name: when-fixing-complex-bug-use-smart-bug-fix trigger: "when user reports complex bug, production issue, or requests systematic debugging" description: "Intelligent bug fixing workflow combining root cause analysis, multi-model reasoning, automated testing, and validation to systematically fix bugs" version: 2.0.0 author: Base Template Generator category: debugging tags: - bug-fix - debugging - root-cause-analysis - testing - validation agents: - researcher (RCA specialist) - coder (fix implementer) - tester (validation specialist) - reviewer (quality assurance) - performance-analyzer coordinator: hierarchical-coordinator memory_patterns: - swarm/bug-fix/issue-report - swarm/bug-fix/rca-findings - swarm/bug-fix/fix-implementation - swarm/bug-fix/test-validation - swarm/bug-fix/verification success_criteria: - Root cause identified and documented - Fix implemented without introducing regressions - All tests passing including new regression tests - Bug verified resolved in production-like environment - Documentation updated with fix details
Assigned Agents
Primary Agent
- researcher (RCA specialist) - Best match for root cause analysis (RCA). Expert in systematic bug investigation using 5 Whys technique, git blame analysis, debugging tools, and hypothesis formation. Leads initial issue analysis, reproduction, deep RCA (Phase 1-2), and final verification (Phase 7).
Secondary Agents
- coder (fix implementer) - Phase 4: Implements bug fix addressing validated root cause with minimal code changes
- tester (validation specialist) - Phase 3 & 5: Hypothesis validation and comprehensive test suite execution
- reviewer (quality assurance) - Phase 6: Code review, security scan, performance impact analysis
- performance-analyzer - Phase 6: Performance monitoring and regression detection
Fallback Agents
- code-analyzer - Alternative for code analysis if researcher needs support
- production-validator - Alternative for production verification if reviewer unavailable
- backend-dev - Alternative implementation if coder unavailable
Coordination Pattern
Pattern: Hierarchical RCA Workflow (7 phases with validation loops)
Topology: Hierarchical coordination with hypothesis-driven development
Memory Namespace: swarm/bug-fix/* (issue-report, rca-findings, fix-implementation, test-validation, verification)
Agent Collaboration:
- RCA Investigation: Researcher performs deep root cause analysis before any fix
- Hypothesis Validation: Tester validates hypothesis before coder implements fix
- Feedback Loops: If hypothesis fails → return to researcher; if tests fail → return to coder
- Byzantine Pattern: Optional 6-validator consensus for critical bugs
- Production Verification: Final researcher verification in production-like environment
- Post-Mortem: Documentation and knowledge base updates
Utilization: Critical debugging skill using 5 specialized agents with validation gates. Ensures systematic bug resolution without regressions.
Trigger Conditions
Use this skill when:
- User reports a complex bug requiring investigation
- Production issue needs systematic root cause analysis
- Intermittent bug that's hard to reproduce
- Bug affecting multiple components or services
- Critical issue requiring validated fix
- Bug with unclear root cause
- Need comprehensive testing before deployment
Skill Overview
This skill provides systematic bug fixing through a 7-phase workflow: issue analysis, root cause analysis (RCA), hypothesis testing, fix implementation, comprehensive validation, regression testing, and verification. Multi-agent coordination ensures thorough investigation and safe resolution.
7-Phase Skill-Forge Methodology
Phase 1: Issue Analysis & Repro
/----------------------------------------------------------------------------/ /* 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/delivery/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]