自動化

This skill should be used when managing documentation files in an Obsidian vault, including creating session artifacts, moving planning documents from project directories to the vault, updating document lifecycle states (active → processed → archived), searching for documents by tags or content, and automating archival of old documents. Integrates with task-startup/task-wrapup workflows for any coding project.

Expert guidance for DeepAgents framework - simplified agent creation with tool integration for LangChain/LangGraph workflows.

Generate comprehensive implementation guides for coding tasks instead of writing code directly. Use when the user requests detailed implementation documentation, step-by-step development guides, or when they want to implement features themselves using tools like Cursor. Creates exhaustive guides with background context, architecture decisions, milestones with verification points, and rationale for a "build-it-yourself" workflow.

Write Playwright behavior tests (.spec.ts) that verify complete user workflows. Use when creating end-to-end tests for behaviors based on their specifications with Act:/Check: steps. Triggers on "write a behavior test", "create a spec test", or "test this behavior".

Common RPA automation patterns (retry, polling, circuit breaker) for resilient automation. Use when: implementing RPA workflows, error handling, resilient automation, retry with backoff, polling for conditions, circuit breaker patterns.

Orchestrator for WebView UI mockup workflow - delegates design iteration to ui-design-agent and implementation scaffolding to ui-finalization-agent. Use when user mentions UI design, mockup, WebView interface, or requests 'design UI for [plugin]'.

Analyze and optimize parallel workflow performance. Use when users report slow parallel execution, want to improve speed, or need performance analysis. Activate for questions about bottlenecks, time savings, optimization opportunities, or benchmarking parallel workflows.

Post-training model validation workflow: gating, backtesting, walk-forward validation, deployment decisions. Trigger after GPU training completes.

This skill should be used when the user asks to "review the analysis", "check methodology", "validate results", or as Phase 4 of the /ds workflow. Reviews methodology, data quality, and statistical validity.

Design Azure release pipelines with deployment strategies and rollback. Use when creating release automation or deployment strategies.

CRM and automation integration patterns for lead gen sites. Webhooks, Zapier, Make, HubSpot, Pipedrive. Use for connecting forms to business systems.

Update .brain/ context files after completing tasks. Templates for activeContext.md and systemPatterns.md updates.

Access Google Gmail, Calendar, Tasks, Drive APIs

Enterprise systematic code review orchestrator with TRUST 5 principles, multi-language support, Context7 integration, AI-powered quality checks, SOLID principle validation, security vulnerability detection, and maintainability analysis across 25+ programming languages; activates for code reviews, quality standard validation, TRUST 5 enforcement, architectural audits, and automated review automation

Multi-step workflows user does frequently

LLM evaluation and prompt optimization with Evidently.ai. Covers textdescriptors, dataset metrics, LLM-as-a-Judge patterns, and automatedprompt optimization for classification and generation tasks.

Automate Splunk queries and analyze results using Chrome DevTools MCP. Use when the user wants to run Splunk searches, export log data, or analyze Splunk results. Triggers on requests like "check error rates", "search Splunk for X", "run a Splunk query", "analyze logs from Splunk", or "find errors in payment-service".

Implement event-driven communication using BlueprintEventBus for cross-module coordination. Use this skill when modules need to communicate without tight coupling, broadcasting domain events (task.created, member.added), subscribing to events with proper lifecycle management, and implementing event-driven workflows. Ensures events follow naming conventions ([module].[action]), include Blueprint context, and use takeUntilDestroyed() for automatic cleanup.

Apply SDD/TAC methodology for coding tasks. Auto-invoke when implementing features, refactoring code, fixing bugs affecting 3+ files, planning implementations, or when user mentions Scout-Plan-Build workflow. This skill guides systematic development through Phase 0 (Constraints), Scout (reconnaissance), Plan (design), and Build (execution) phases.

A skill for managing database migrations with Alembic. Use this for tasks involving Alembic initialization, configuration, creating new migration scripts (both autogenerated and manual), defining upgrade and downgrade logic, handling data migrations, testing migrations, performing rollbacks, and following production deployment best practices for database changes.