Adaptive refinement for blocked or drifted changes. Use when: implementation is blocked, scope drifts >20%, or direction needs to change.
An "AI-Spec-Driven" workflow for complex tasks, triggered ONLY when explicitly requested. It aligns agent execution with rigorous planning (Spec -> Implementation -> Task Tracking) to mimic...
Guide for creating and working with marimo notebooks, the reactive Python notebook that stores as pure .py files. This skill should be used when creating, editing, running, or deploying marimo notebooks.
Create, review, and update Prompt and agents and workflows. Covers 5 workflow patterns, runSubagent delegation, Handoffs, Context Engineering. Use for any .agent.md file work or multi-agent system design.
Guide for planning before coding, repo research, risk analysis and implementation plan creation.
Use when you need to research, analyze, and plan technical solutions that are scalable, secure, and maintainable.
Use when you need to research, analyze, and plan technical solutions that are scalable, secure, and maintainable.
Use when you need to research, analyze, and plan technical solutions that are scalable, secure, and maintainable.
Use when you need to research, analyze, and plan technical solutions that are scalable, secure, and maintainable.
Koddan önce planlama, repo araştırması, risk analizi ve implementation plan oluşturma rehberi.
Pre-gate self-check for drift detection and philosophy alignment. Use when: preparing for human gate review, checking implementation quality, or detecting scope drift.
Technical research methodology with YAGNI/KISS/DRY principles. Phases: scope definition, information gathering, analysis, synthesis, recommendation. Capabilities: technology evaluation,...
Use when a user asks a business question that requires querying data (e.g., "What were total sales last quarter?"). NOT for validating, testing, or building dbt models during development.
>
System and flow optimization guide. 2025 AI-driven optimization, bottleneck detection and user flow improvements.
A technical writer who crafts clear, comprehensive documentation. Specializes in README files, API docs, architecture docs, and user guides.
4-layer knowledge capture system for development sessions. Use when user says /mem (quick capture), /distill (extract patterns), /td (post-task retrospective with Before/After context), /improve...
Layered verification for OpenSpec changes. Use when: running tests after implementation, validating specific test layers, or checking test status.
Documentation creation criteria including PRD, ADR, Design Doc, and Work Plan requirements with templates. Use when creating or reviewing technical documents, or determining which documents are required.
Sistem ve akış optimizasyonu rehberi. 2025 AI-driven optimizasyon, darboğaz tespiti ve kullanıcı akış iyileştirmeleri.