使用 TiDB 构建 SQL 与向量检索上下文层 是做什么的？
在智能体需要一个既能处理事务性 SQL 又能存储嵌入向量并提供向量检索（用于 RAG、记忆或应用上下文工作流）的统一存储时，使用 TiDB。
前置条件
TiDB 或 TiDB Cloud、一个嵌入模型、SQL 客户端或应用程序连接器、源文档或应用程序记录
安装
无法自动提取基于源的安装或使用说明。在敏感工作流中运行此技能之前，请先审查上游项目。
在智能体需要一个既能处理事务性 SQL 又能存储嵌入向量并提供向量检索（用于 RAG、记忆或应用上下文工作流）的统一存储时，使用 TiDB。
该技能指导开发者如何将 TiDB 用作同时支持 SQL 事务和向量检索的统一数据层。TiDB 是一个分布式 SQL 数据库，原生支持向量嵌入存储和相似性搜索，因此非常适合构建检索增强生成（RAG）、智能体记忆或应用上下文感知工作流。通过将传统关系查询与向量检索结合，智能体可以实现更丰富的上下文管理，而无需维护两套独立的系统。该技能适用于 TiDB 和 TiDB Cloud，并支持任何兼容的嵌入模型和 SQL 客户端。它会自动处理数据模式设计、索引和查询优化。在当前版本中，没有提供自动化安装脚本，用户需参考官方 TiDB 文档进行手动设置。
npx skills add https://github.com/agentskillexchange/skills/tree/main/skills/build-sql-and-vector-retrieval-context-layers-with-tidb在智能体需要一个既能处理事务性 SQL 又能存储嵌入向量并提供向量检索（用于 RAG、记忆或应用上下文工作流）的统一存储时，使用 TiDB。
TiDB 或 TiDB Cloud、一个嵌入模型、SQL 客户端或应用程序连接器、源文档或应用程序记录
无法自动提取基于源的安装或使用说明。在敏感工作流中运行此技能之前，请先审查上游项目。
This repo contains 20 individual skills — each has its own dedicated page.
Builds citation networks from Semantic Scholar API and CrossRef DOI metadata. Visualizes paper influence graphs using NetworkX, identifies seminal works, and tracks research lineage across fields.
Exposes Advanced Custom Fields data through the WordPress REST API using register_rest_field and acf_format_value. Handles repeater fields, flexible content layouts, and gallery fields with proper serialization.
An ASE skill built around ACF Extended, the WordPress enhancement suite for Advanced Custom Fields that adds field types, admin improvements, front-end forms, options pages, and developer tooling. It is a practical fit for agents working inside complex WordPress content models and custom field workflows.
Converts Advanced Custom Fields field groups into native Gutenberg blocks using the ACF Block API v2 and @wordpress/scripts build pipeline. Maps ACF repeaters, groups, and flexible content to InnerBlocks and block attributes with server-side rendering via acf_register_block_type().
Activepieces is an open-source, self-hostable workflow automation platform with 200+ integrations. It provides a visual builder for creating automated workflows and exposes all its connectors as MCP servers for AI agent use.
ActivityWatch is a privacy-first, open-source automated time tracker that records application usage, browser activity, and AFK status across Windows, macOS, and Linux. With 16k+ GitHub stars, it provides detailed productivity analytics without sending data to external servers.
act is an open-source CLI tool that runs GitHub Actions workflows locally using Docker, enabling fast feedback on workflow changes without pushing to GitHub. It is a standard tool for local Actions development and testing.
Use AgentClick when an agent should pause before risky commands, plans, drafts, or code changes so a human can inspect, edit, approve, or reject them in a purpose-built browser UI.
Use UX/UI Agent Skills when Claude should generate tokens, component specs, accessibility audits, and framework-specific UI code from a repeatable design workflow.
Use Bats-core when an agent needs to turn fragile shell scripts or command-line workflows into something it can verify repeatedly after edits. The agent writes focused Bash tests for success paths, failure paths, and output contracts, then runs them locally or in CI before a refactor, release, or incident fix goes out.
Use Cognee to ingest project knowledge into graph and vector memory so agents can retrieve durable context across sessions and workflows.
Give a coding agent symbol-aware lookup, cross-file rename, and structural edit tools before it starts making brittle text-only changes.
Give LangGraph agents memory management and search tools so they can store, retrieve, and update durable facts across sessions.
Use SimpleMem to store, compress, index, and retrieve text or multimodal memories for agents through MCP or Python integrations.
Keep Claude Code sessions grounded in prior decisions, project context, and daily handoff notes instead of starting from zero every time.
Store embeddings beside application data in Postgres, create vector indexes, and query nearest neighbors for semantic search, RAG, recommendations, or agent memory retrieval.
Find the open PR for the current branch, gather unresolved review comments, and drive a focused comment-resolution workflow with gh-authenticated context.
Use VoltAgent to intercept, validate, and enforce input/output policies in TypeScript agent workflows.
Use Zep as an external context layer for agents that need to store events, assemble temporal graph context, and retrieve relevant memory before model calls.
Calls Adobe Firefly
Extract frames or short clips from videos using ffmpeg.
Summarize or transcribe URLs, YouTube/videos, podcasts, articles, transcripts, PDFs, and local files.
Use when testing, fixing, or extending the OpenClaw Control UI GUI with Vitest + Playwright end-to-end checks, mocked Gateway WebSocket flows, mocked dashboard runs, screenshots/videos, or agent-verifiable browser proof.
Obra superpowers agent skills.
See, Understand, Act on video and audio. See- ingest from local files, URLs, RTSP/live feeds, or live record desktop; return realtime context and playable stream links. Understand- extract frames, build visual/semantic/temporal indexes, and search moments with timestamps and auto-clips. Act- transcode and normalize (codec, fps, resolution, aspect ratio), perform timeline edits (subtitles, text/image overlays, branding, audio overlays, dubbing, translation), generate media assets (image, audio...
End-to-end marketing campaign planning and execution. Covers audience research, positioning, campaign angle definition, landing page copy, email sequences, social posts, ad copy, short-form video scripts, and content calendars. Use as the orchestration layer for multi-channel product launches. Use when planning or executing a multi-channel product launch, or producing landing page, email, social, or ad copy.