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SKILL.md v2 also accepted as compatibility input.
Designs persuasion strategies, framing, evidence packages, and objection playbooks for specific stakeholders
Aligns product backlog to OKRs and tracks contribution and health
Predicts feature cannibalization risk when launching new features
Postmortem pattern analysis, similarity matching, and recurrence prevention
Quantifies technical debt in monetary terms and calculates refactoring ROI with prioritization
Automated STRIDE threat modeling with DFD analysis, mitigation catalog, and risk matrix
Multi-cloud cost optimization analyzer across AWS, GCP, and Azure
API versioning and deprecation strategy designer with breaking change impact analysis and client migration guides
Zero-downtime database schema migration planner with expand-contract phases, lock analysis, and rollback SQL generation
Chaos engineering simulator: analyze topology weak points, generate failure scenarios, tune resilience policies, and plan game days.
Generate Architecture Decision Records (ADRs), compare technology options, validate drafts, and fetch templates.
Simulates Korean corporate taxes and identifies tax savings opportunities.
Checks regulatory and legal impact for features or services with Korean law focus.
Diagnoses performance bottlenecks and suggests optimizations with layered diagnosis, capacity planning, and optimization pattern library. No external packages required.
Analyzes legacy codebases and creates refactoring plans with dependency analysis, coupling metrics, risk assessment, and Strangler Fig pattern sequencing. No external packages required.
Simulates production incident scenarios for team training with timeline-based decision points, response evaluation, runbook generation, and incident management KPIs. No external packages required.
Dockerfile linting, multi-stage build templates, image optimization tips, security hardening rules, and Docker Compose best practices. No external packages required.
Testing strategy design with test pyramid, unit/integration/E2E patterns, mocking guidelines, TDD workflows, and coverage recommendations. No external packages required.
Database schema design patterns, index strategy recommendations, N+1 query detection rules, normalization guidelines, and query optimization tips. No external packages required.
API design guidelines for REST and GraphQL, endpoint naming conventions, error handling patterns, OpenAPI spec generation, and versioning strategies. No external packages required.