
Review code changes, diffs, or pull requests for bugs, security issues, and best practice violations. Use after code changes or before merging PRs.
Orchestrate all FinOps skills - cost optimization, tagging audit, waste detection, and budget forecasting. Use for a full cloud cost assessment.
Data-driven backlog prioritization using WSJF, RICE, value/effort matrix, and dependency analysis.
Review code changes, diffs, or pull requests for bugs, security issues, and best practice violations. Use after code changes or before merging PRs.
Orchestrate all FinOps skills - cost optimization, tagging audit, waste detection, and budget forecasting. Use for a full cloud cost assessment.
Analyze competitive landscape, differentiation, trends, and build-vs-buy to inform product decisions.
Design observability blueprints — structured logging, metrics, distributed tracing, alerting, and dashboards for every service.
Audit cloud resources for cost allocation tag compliance. Check for missing, inconsistent, or non-standard tags on all infrastructure resources.
Simulate web penetration testing for auth bypass, IDOR, privilege escalation, SSRF, rate-limit bypass, JWT attacks, API abuse, and business logic flaws.
Meta-skill to generate new SKILL.md files for the BMAD template system. Creates well-structured skills with proper frontmatter and instructions.
Validate secret storage practices and rotation policies. Check for secrets in code, Vault usage, and rotation schedules.
Data-driven backlog prioritization using WSJF, RICE, value/effort matrix, and dependency analysis.
Scan application code for OWASP Top 10 vulnerabilities, injection flaws, XSS, CSRF, hardcoded secrets, and unsafe cryptography.
Design observability blueprints — structured logging, metrics, distributed tracing, alerting, and dashboards for every service.
Validate completed work against acceptance criteria, architecture design, and customer requirements. Use as a quality gate before marking stories as passed.
Audit frontend code for WCAG 2.1 AA compliance including ARIA, keyboard navigation, contrast, and screen reader compatibility.
Scan application code for OWASP Top 10 vulnerabilities, injection flaws, XSS, CSRF, hardcoded secrets, and unsafe cryptography.
Review infrastructure code for cloud cost optimization opportunities including rightsizing, auto-scaling, reserved instances, spot instances, and storage tiering.
Generate conventional commit messages from staged git changes. Use after staging files before committing.
Audit cloud and infrastructure configurations for open security groups, missing encryption, excessive permissions, and missing WAF or rate limiting.
Analyze competitive landscape, differentiation, trends, and build-vs-buy to inform product decisions.
Audit application code for performance issues including N+1 queries, bundle size, caching, lazy loading, and connection pooling.
Orchestrate all security skills - code audit, infra audit, auth review, secret rotation, and pentest. Use for a full security assessment.
Meta-skill to generate new SKILL.md files for the BMAD template system. Creates well-structured skills with proper frontmatter and instructions.
Audit cloud resources for cost allocation tag compliance. Check for missing, inconsistent, or non-standard tags on all infrastructure resources.
Identify, quantify, and communicate technical debt so it becomes negotiable with PO/TL — code smells, dependency health, architecture erosion, test and doc debt.
Review Terraform code for module structure, state management, provider versioning, security, and operational best practices.
Generate unit and integration tests for project code. Use when new code is written or test coverage needs improvement.
For each modified function, find or create its test, run it, and update it only if the function contract changed intentionally. Never silently adjust tests to make failures disappear.
Review Terraform code for module structure, state management, provider versioning, security, and operational best practices.
Identify, quantify, and communicate technical debt so it becomes negotiable with PO/TL — code smells, dependency health, architecture erosion, test and doc debt.
Structure critical dialogue between PO, Tech Lead, and Architect to challenge assumptions, priorities, and feasibility.
Orchestrate all security skills - code audit, infra audit, auth review, secret rotation, and pentest. Use for a full security assessment.
Update project README based on current project structure and code. Use when project structure changes.
Audit application code for performance issues including N+1 queries, bundle size, caching, lazy loading, and connection pooling.
Audit cloud and infrastructure configurations for open security groups, missing encryption, excessive permissions, and missing WAF or rate limiting.
Audit project dependencies for vulnerabilities, outdated versions, license compatibility, and supply-chain risk. Use before releases or periodically.
Review database schema, indexing strategy, query performance, and migration safety for relational and NoSQL databases.
Multi-domain review across performance, security, operations, reliability, and data axes for changes that span concerns.
Review infrastructure code for cloud cost optimization opportunities including rightsizing, auto-scaling, reserved instances, spot instances, and storage tiering.
Decompose client requests into real needs, challenge assumptions, protect scope and IP.
Review authentication and authorization design including OAuth, JWT, token expiration, RBAC/ABAC, and privilege escalation risks.
Generate API documentation from code endpoints. Use when APIs are added or changed to produce Markdown or OpenAPI docs.
Audit frontend code for WCAG 2.1 AA compliance including ARIA, keyboard navigation, contrast, and screen reader compatibility.
Validate completed work against acceptance criteria, architecture design, and customer requirements. Use as a quality gate before marking stories as passed.
Generate API documentation from code endpoints. Use when APIs are added or changed to produce Markdown or OpenAPI docs.
Multi-domain review across performance, security, operations, reliability, and data axes for changes that span concerns.
Review database schema, indexing strategy, query performance, and migration safety for relational and NoSQL databases.
Audit project dependencies for vulnerabilities, outdated versions, license compatibility, and supply-chain risk. Use before releases or periodically.
Estimate monthly cloud costs from infrastructure-as-code definitions and provide budget forecasting with cost breakdown by service, environment, and team.
Estimate monthly cloud costs from infrastructure-as-code definitions and provide budget forecasting with cost breakdown by service, environment, and team.
Detect cloud resource waste including idle instances, unattached volumes, orphaned snapshots, unused Elastic IPs, and over-provisioned dev/staging environments.
Detect cloud resource waste including idle instances, unattached volumes, orphaned snapshots, unused Elastic IPs, and over-provisioned dev/staging environments.
Generate conventional commit messages from staged git changes. Use after staging files before committing.
Guide developers to think about performance as they code — algorithmic complexity, memory, I/O, caching, lazy evaluation, and profiling discipline.
Guide developers to think about performance as they code — algorithmic complexity, memory, I/O, caching, lazy evaluation, and profiling discipline.
Update project README based on current project structure and code. Use when project structure changes.
Review authentication and authorization design including OAuth, JWT, token expiration, RBAC/ABAC, and privilege escalation risks.
Simulate web penetration testing for auth bypass, IDOR, privilege escalation, SSRF, rate-limit bypass, JWT attacks, API abuse, and business logic flaws.
Validate secret storage practices and rotation policies. Check for secrets in code, Vault usage, and rotation schedules.
Perform STRIDE threat modeling on application architecture to identify spoofing, tampering, repudiation, info disclosure, DoS, and elevation of privilege threats.
Perform STRIDE threat modeling on application architecture to identify spoofing, tampering, repudiation, info disclosure, DoS, and elevation of privilege threats.
For each modified function, find or create its test, run it, and update it only if the function contract changed intentionally. Never silently adjust tests to make failures disappear.
Generate unit and integration tests for project code. Use when new code is written or test coverage needs improvement.
Decompose client requests into real needs, challenge assumptions, protect scope and IP.
Structure critical dialogue between PO, Tech Lead, and Architect to challenge assumptions, priorities, and feasibility.