Search Skills

Enables concurrent execution of multiple AI agents to independently investigate and resolve issues simultaneously, improving efficiency in problem-solving workflows.

Methodology for testing AI agents with test inputs, observing outputs, and iterating for accuracy and structured results.

Provides a structured workflow for infrastructure security audits including compliance validation, vulnerability assessment, and security posture review.

Provides strategic planning for product launches, including channel strategy, tactics, timeline, and budget allocation to ensure effective market entry.

Dispatches five specialized reviewers (code, business-logic, security, test, nil-safety) in parallel for comprehensive code review.

Provides specialist operations agents for platform engineering, incident response, cloud cost optimization, infrastructure architecture, and security operations in production environments.

Enforces mandatory validation of acceptance criteria and requires explicit user approval before development cycle completion.

Autonomously explores codebases by identifying structural elements and conducting deep dives to provide actionable insights for developers.

Validates correct implementation of observability features in code without writing observability code.

Generates technology-agnostic technical architecture documents defining high-level design patterns before implementation decisions.

Provides structured patterns for writing comprehensive API reference documentation, including endpoints, request/response schemas, and error handling.

Provides a structured workflow for onboarding new services to the internal platform, including infrastructure provisioning and observability setup.

Visualizes business-level feature relationships, groupings, and interactions to guide strategic planning before technical architecture decisions.

Enforces mandatory validation of technology choices against Ring Standards and PROJECT_RULES.md for versioned, justified selections in Large Track projects.

Defines data entities, relationships, and ownership in pre-database selection documentation for large-scale data systems.

Mandatory orchestrator protocol establishing agent dispatch principles and skill discovery workflow for conversational automation.

Executes code implementation following TDD (RED-GREEN) workflow and project standards via language-specific agents.

Creates detailed implementation plans with exact file paths, code examples, and verification steps for engineers to build features without codebase context.

Dispatches specialized PMO agents for portfolio management, resource planning, governance, risk analysis, and executive reporting to ensure strategic oversight.

Provides a structured incident management workflow for production systems, covering declaration, triage, resolution, and post-mortem per SRE best practices.

Breaks down software implementation tasks into small, value-delivering increments for efficient development and user feedback.

Executes comprehensive financial analysis including ratio, trend, benchmarking, and variance analysis to produce audit-ready business insights.

Provides a structured workflow for disaster recovery planning, including RTO/RPO definition, strategy selection, and failover procedures.

Creates executive dashboards, status summaries, and board packages with actionable insights for leadership decision-making.