deduplicate
Detect duplicate entities, duplicate groups, and relationship duplicates in Semantica using fuzzy matching, schema heuristics, and graph similarity.
Find the perfect capability for your agent.
Detect duplicate entities, duplicate groups, and relationship duplicates in Semantica using fuzzy matching, schema heuristics, and graph similarity.
Trace data lineage, source attribution, audit trails, and provenance assertions in Semantica graphs.
Background music control for VoiceMode voice sessions using mpv
Build or review Bun fullstack TypeScript code with Drizzle-backed SQL. Use for backend or cross-layer changes touching API/domain logic, schema or query design, migrations, runtime/type debugging, and boundary validation between contracts, business rules, and persistence.
Design, implement, and review software using vertical slices (feature-first architecture) instead of horizontal layers. Use when creating a new feature, refactoring layered code (controllers/services/repositories), defining clear API-domain-data boundaries, improving slice-level testability, or reducing cross-module coupling in backend or fullstack TypeScript projects.
CloudBase Run backend development rules (Function mode/Container mode). Use this skill when deploying backend services that require long connections, multi-language support, custom environments, or AI agent development.
Essential CloudBase (TCB, Tencent CloudBase, 云开发, 微信云开发) development guidelines. MUST read when working with CloudBase projects, developing web apps, mini programs, backend services, fullstack development, static deployment, cloud functions, mysql/nosql database, authentication, cloud storage, web search or AI(LLM streaming) using CloudBase platform. Great supabase alternative.
Use this skill when developing Node.js backend services or CloudBase cloud functions (Express/Koa/NestJS, serverless, backend APIs) that need AI capabilities. Features text generation (generateText), streaming (streamText), AND image generation (generateImage) via @cloudbase/node-sdk ≥3.16.0. Built-in models include Hunyuan (hunyuan-2.0-instruct-20251111 recommended), DeepSeek (deepseek-v3.2 recommended), and hunyuan-image for images. This is the ONLY SDK that supports image generation. NOT for browser/Web apps (use ai-model-web) or WeChat Mini Program (use ai-model-wechat).
Unified CloudBase execution guide for all-in-one skill installs. Use this as the first entry point for CloudBase app tasks, especially existing applications that already contain TODOs, fixed pages, and active handlers.
Working on the Rust or TypeScript SDKs in sdks/. Use when modifying SDK code, adding SDK features, or testing SDK changes with the main Golem platform.
Reusable git delivery workflows derived from local slash commands (commit, push, PR, release notes, and GitHub Actions failure triage with worktree-based fixes).
Reduce codebase slop by deleting code, flattening abstractions, and replacing custom helpers/types/assertions with native SDK/npm helpers or straightforward schemas (for example Zod). Use when asked to simplify, delete code, or "desloppify" TypeScript/Bun/Nuxt code.
CloudBase auth provider configuration and login-readiness guide. This skill should be used when users need to inspect, enable, disable, or configure auth providers, publishable-key prerequisites, login methods, SMS/email sender setup, or other provider-side readiness before implementing a client or backend auth flow.
Run and debug Golem Scala SDK integration tests. Use when running golem-scala integration tests, debugging test failures, or working with GolemExamplesIntegrationSpec.
Explains the Golem Scala SDK WIT folder structure and how to regenerate the agent_guest.wasm base image. Use when working with WIT definitions, upgrading Golem versions, or regenerating the guest runtime WASM.