lesson-structure
Provide lesson markdown templates for the AI-Native Robotics Textbook. Use when writing lessons, structuring educational content, or validating lesson format.
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Provide lesson markdown templates for the AI-Native Robotics Textbook. Use when writing lessons, structuring educational content, or validating lesson format.
Guide for outputting React/TSX components by prioritizing reusable sub-components, controlling length, and declaring them as const before the main component to ensure clear structure and maintainability.
Scan and replace Chinese content in project files with English, preserving code logic and original formatting.
TypeScript/ESLint error fix guide, helps AI quickly locate and fix common lint errors, prioritizing auto-fix commands for formatting issues.
Frontend-backend pagination standard, defining minimal parameter naming to reduce transmission characters, applicable to all system pagination scenarios.
Database design standards defining primary keys, foreign keys, audit fields, soft delete, junction tables. PostgreSQL style preferred, SQL lowercase without comments.
Frontend-backend time data transmission standard, using millisecond timestamps for time points (timezone-independent); Duration/Period use ISO 8601 string format.
Deep code quality review with web research. Use when user explicitly requests verification against latest docs ('double check against latest', 'verify versions', 'check security'), needs deeper analysis beyond...
Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp. Test pages, fill forms, take screenshots, check responsive design, validate UX, test login flows, check...
Transcribe Vaam videos using Google Gemini AI. Takes a Vaam share URL, downloads the video, and returns a full text transcription. Supports any language without translation.
Use when reviewing GitHub pull requests with gh CLI - creates pending reviews with code suggestions, batches comments, and chooses appropriate event types (COMMENT/APPROVE/REQUEST_CHANGES)
"Use Gemini CLI when processing images, PDFs, large files, needing 1M+ token context, or requiring Gemini's strong reasoning and fine-grained domain knowledge.
Workflow for using Graphiti MCP tools to capture preferences, procedures, and facts consistently.
Mandatory knowledge capture after completing work. Documents solution in Graphiti and tracks effectiveness for system improvement.
Comprehensive discovery before starting any spec or major task. Searches Graphiti, recommends vibe/MCPs, surfaces patterns.
Systematic debugging for Encore.ts backend incidents using diagnostic scripts, database queries, and structured logging. Use when backend tests fail, services crash, or async flows stall.
Integration-first development patterns for Encore.ts backend services. Focuses on importing subscriptions, polling async flows, verifying database state, and keeping diagnostic tooling close at hand.
This skill should be used when conducting focused code reviews that emphasize clarity, data flow understanding, and minimal assumptions. Trigger when reviewing pull requests, code changes, or when explicitly as...
Frontend development workflow for ScreenGraph using SvelteKit 2, Svelte 5 runes, Skeleton UI v4, and Encore-generated clients. Use when building or updating UI features, routes, or shared components while keepi...
Systematic 10-phase debugging procedure for SvelteKit 2 + Svelte 5 frontend issues. Use when components fail to render, routing breaks, runes throw errors, or Encore client calls fail.
Self-improving context loader that MUST be run before every prompt. Searches Graphiti for relevant past work, loads appropriate vibe, and provides intelligent recommendations.
Playwright end-to-end testing for ScreenGraph using .env-driven configuration. Use when validating full user flows, running regression suites, or inspecting UI behavior with Cursor browser tools.
Lightweight tactical guidance during implementation. Just MCP suggestions and quick lookups, no heavy Graphiti searches.
This skill should be used when testing ScreenGraph end-to-end flows (drift detection, agent runs) while monitoring backend and frontend logs in real-time. Use when the user wants to observe system behavior acro...
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