持續整合/部署

Analyze user research data to uncover insights, identify patterns, and inform design decisions. Synthesize qualitative and quantitative research into actionable recommendations.

Create conference talk outlines and iA Presenter markdown slides using the Story Circle narrative framework. Use when the user wants to structure a tech talk, create presentation slides, or needs help organizing talk ideas into a story-driven format.

Comprehensive financial analysis workflow covering ratio analysis, trend analysis,benchmarking, and variance analysis. Delivers documented, audit-ready insights.

Advanced semantic vocabulary and architectural patterns for the OCTAVE format. REQUIRES octave-literacy to be loaded first. Use for designing agents, crafting high-density specifications, or system architecture. Provides access to the Semantic Pantheon (Archetypes) and holographic patterns. Triggers on: octave architecture, agent design, semantic pantheon, advanced octave.

Design and implement CI/CD pipelines with GitHub Actions, GitLab CI, Jenkins, or CircleCI. Use for automated testing, building, and deployment workflows.

Gate 4 of development cycle - dispatches 3 specialized reviewers (code, business-logic,security) in parallel for comprehensive code review feedback.

Financial reporting workflow covering report preparation, management reporting,board presentations, and investor communications. Delivers polished, accurate reports.

Implement circuit breaker patterns for fault tolerance, automatic failure detection, and fallback mechanisms. Use when calling external services, handling cascading failures, or implementing resilience patterns.

Structured workflow for infrastructure capacity planning including growthforecasting, scaling strategy, and resource provisioning decisions.

Document deployment processes, infrastructure setup, CI/CD pipelines, and configuration management. Use when creating deployment guides, infrastructure docs, or CI/CD documentation.

Transform raw brain dumps (dictated freestyle) into structured implementation artifacts. Use when user has messy ideas, scattered thoughts, or dictated stream-of-consciousness about something they want to build. Produces contracts, phased PRDs, and implementation specs written to ./docs/ideation/{project-name}/.

Implement comprehensive health check endpoints for liveness, readiness, and dependency monitoring. Use when deploying to Kubernetes, implementing load balancer health checks, or monitoring service availability.

Gate 2 sub-skill - validates uncertain mappings from Gate 1 and confirmsall field specifications through testing.

Handle cross-platform compatibility including file paths, environment detection, platform-specific dependencies, and testing across Windows, macOS, and Linux. Use when dealing with platform-specific code or OS compatibility.

Implement blue-green deployment strategies for zero-downtime releases with instant rollback capability and traffic switching between environments.

Implement efficient caching strategies using Redis, Memcached, CDN, and cache invalidation patterns. Use when optimizing application performance, reducing database load, or improving response times.

Test quality guard - prevents testing mock behavior, production pollution withtest-only methods, and mocking without understanding dependencies.

Fundamental reading and writing capability for the OCTAVE format. Inject this to give an agent basic structural competence without the overhead of full architectural specifications. Triggers on: octave format, write octave, octave syntax, structured output.

Analyze team capacity, plan resource allocation, and balance workload across projects. Forecast staffing needs and optimize team utilization while maintaining sustainable pace.

Ultra-fast data discovery and loading skill for industrial finance datasets. Handles CSV, JSON, DuckDB, Parquet, and Feather with memory-efficient 2-step discovery and loading.