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Reflect on previus response and output, based on Self-refinement framework for iterative improvement with complexity triage and verification

Spec-Driven Development (SDD) Plugin: Continuous Learning + LLM-as-Judge + Agent Swarm

creates draft task file in .specs/tasks/draft/ with original user intent

Use when creating or developing, before writing code or implementation plans - refines rough ideas into fully-formed designs through collaborative questioning, alternative exploration, and incremental validation. Don't use during clear 'mechanical' processes

Generate ideas in one shot using creative sampling

Implement a task with automated LLM-as-Judge verification for critical steps

Write tests for the Travmaskinen codebase — backend (pytest, async, FastAPI), frontend (Vitest + React Testing Library), or E2E (Playwright). Use this skill whenever writing new tests, adding test coverage, implementing TDD red-green-refactor cycles, or when the user says "write tests", "add tests", "test this", "cover this", "TDD", or asks for test coverage on any module. Also triggers when imple

Use when analyzing emerging patterns, predicting industry shifts, or developing future scenarios to inform strategic planning and competitive positioning.

Initialize a new project with Kenny's universal conventions and stack-appropriate infrastructure. Use this skill whenever: setting up a new project, creating a new repo, scaffolding a new app, starting fresh on a new idea, 'init project', 'new project', 'set up a new app', 'create a project for X', or any variant of starting a new codebase from scratch. Also trigger when the user says 'bootstrap',

Comprehensive multi-perspective review using specialized judges with debate and consensus building

Structured deep research and investigation. ML papers, competitor analysis, market research, domain intelligence, data source discovery. Uses firecrawl for web search/scraping. Outputs actionable findings with sources and confidence levels. Use when the user says "research", "investigate", "deep dive", "analyze the market", "find papers on", "competitor analysis", or needs multi-source synthesis o

Test and debug local web applications using Playwright. Captures screenshots, verifies UI behavior, checks browser logs, and runs E2E test scenarios. Use when the user says "test the app", "check the UI", "take a screenshot", "debug the frontend", "run E2E tests", "verify the page works", or "Playwright test".