Dados e Análise

Framework-agnostic, immutable reactive data store with framework adapters for React, Vue, Solid, Angular, and Svelte.

Use when users want to remove or disconnect the mybrain plugin's persistent memory layer. Handles teardown for all database strategies (Docker, local PostgreSQL, remote PostgreSQL), config file removal, and offers a disconnect-only option that preserves the database.

Powerful asynchronous state management, server-state utilities, and data fetching for TS/JS, React, Vue, Solid, Svelte & Angular.

SQL to OSC (Online Schema Change) conversion expert for Flyway migration scripts. Use when: (1) Converting SQL migration files to OSC format, (2) User mentions "OSC", "轉換 OSC", "osc.txt", or "Online Schema Change", (3) Working with Flyway ALTER TABLE/CREATE INDEX statements that need OSC conversion.

Utilize para fluxos de trabalho de simulação atomística LAMMPS, incluindo criação de scripts de entrada, configurações de minimização, NVT, NPT e reinício, verificações de campo de força e arquivos de dados, revisão de log.lammps, manipulação de reinícios e scripts de agendamento.

Use when writing or reviewing error handling, floating-point math, concurrent code, remote calls, singletons/globals, hot-path data structures, or high-volume log statements

Use when writing or reviewing tests, designing test data, naming a test, choosing what to assert, or writing test helpers/mocks/fixtures

Design and format publication-quality figures: chart choice, color, scales, legends, captions, reproducibility.

Run /handoff to capture session data, then write a phased implementation plan that references it. Creates beads for tracking.

Use when writing or reviewing code that parses user input, builds SQL/shell commands, handles secrets/credentials, hashes passwords, changes auth checks, deserializes untrusted data, or constructs paths/URLs from input

NextFrame audio 流程(TTS 合成 → WhisperX 字级对齐 → karaoke.html)。 第一步? 做: 核心命令: Bash("nf-tts batch <batch.json> --dir <outdir>") · 批次合成 mp3 + timeline.json + srt Bash("nf-tts <text> -v <voice>") · 单条合成 voice 选: edge ? ?费…

Professional data visualization creation using D3.js with support for interactive charts, custom visualizations, animations, and responsive design. Use for: (1) Creating custom interactive charts, (2) Building dashboards, (3) Network/graph visualizations, (4) Geographic data mapping, (5) Time series analysis, (6) Real-time data visualization, (7) Complex multi-dimensional data displays