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Cognitive architecture for AI-augmented software development with structured memory, ensemble validation, and closed-loop correction. FAIR-aligned artifacts, 84% cost reduction via human-in-the-loop, standards adopted by 100+ organizations.
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{
"name": "sdlc-skills",
"description": "Model-invoked skills for SDLC framework orchestration",
"version": "1.0.0",
"type": "skills-catalog",
"skills": [
{
"name": "artifact-orchestration",
"description": "Multi-agent artifact generation with Primary Author → Reviewers → Synthesizer pattern",
"triggers": ["generate [artifact]", "create [SAD/test plan/deployment plan]", "draft [artifact]"]
},
{
"name": "gate-evaluation",
"description": "Phase gate validation with multi-agent review (LOM, ABM, IOC, PRM)",
"triggers": ["check gate", "can we transition", "validate [milestone]", "phase readiness"]
},
{
"name": "security-assessment",
"description": "STRIDE threat modeling, OWASP checks, and security control validation",
"triggers": ["security review", "threat model", "security scan", "check vulnerabilities"]
},
{
"name": "traceability-check",
"description": "Bidirectional traceability verification (requirements ↔ code ↔ tests)",
"triggers": ["check traceability", "validate requirements coverage", "find orphan requirements"]
},
{
"name": "decision-support",
"description": "Data-driven decisions with weighted matrices and ADR generation",
"triggers": ["help me decide", "compare options", "trade-off analysis", "decision matrix"]
},
{
"name": "incident-triage",
"description": "Rapid incident classification, severity assessment, and response coordination",
"triggers": ["production incident", "system down", "triage incident", "P0", "SEV1"]
},
{
"name": "test-coverage",
"description": "Coverage analysis, gap identification, and test recommendations",
"triggers": ["analyze test coverage", "what's not tested", "coverage report", "test gaps"]
},
{
"name": "architecture-evolution",
"description": "Architecture change management with impact analysis and migration planning",
"triggers": ["evolve architecture", "architecture change", "deprecate [component]", "migration plan"]
},
{
"name": "risk-cycle",
"description": "Continuous risk management throughout SDLC phases",
"triggers": ["risk review", "update risks", "new risk", "mitigate risk", "retire risk"]
},
{
"name": "sdlc-reports",
"description": "Iteration, phase, and executive reporting with metrics dashboards",
"triggers": ["iteration report", "sprint summary", "project report", "executive summary"]
},
{
"name": "issue-auto-sync",
"description": "Automatic issue tracking synchronization from commits and artifacts",
"triggers": ["sync issues", "update linked issues", "check issue references", "auto-update issues", "post-commit issue sync"]
},
{
"name": "tot-exploration",
"description": "Tree-of-Thought exploration for architecture decisions with branching evaluation",
"triggers": ["explore options", "tree of thought", "branch analysis", "evaluate alternatives", "tot decide"]
},
{
"name": "citation-guard",
"description": "Real-time citation verification and hallucination prevention during content generation",
"triggers": ["check citations", "verify sources", "citation guard", "source check"]
},
{
"name": "grade-on-ingest",
"description": "Auto-trigger GRADE quality assessment when new research sources are added to corpus",
"triggers": ["assess quality", "grade source", "evaluate evidence", "quality check"]
},
{
"name": "auto-provenance",
"description": "Automatically generate W3C PROV-compliant provenance records when agents create or modify artifacts",
"triggers": ["create provenance", "track artifact", "record provenance", "audit trail", "trace artifact"]
},
{
"name": "regression-learning",
"description": "Cross-task learning for improving regression detection through pattern recognition, test prioritization, and historical analysis",
"triggers": ["learn from regressions", "improve regression detection", "analyze regression patterns", "prioritize regression tests", "what tests should I run", "predict regression risk", "similar past failures"]
}
],
"dependencies": {
"utilities": ["parallel-dispatch", "artifact-metadata", "template-engine", "project-awareness"]
}
}