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為AI代理工作流程添加時間上下文記憶 - Zep

使用 Zep 作為代理的外部上下文層，用於儲存事件、組合時間圖譜上下文，並在模型調用前檢索相關記憶。

為AI代理工作流程添加時間上下文記憶 - Zep 是什麼？

此技能旨在將 Zep 整合為 AI 代理的外部上下文記憶層，解決標準代理工作流程中缺乏長期、時間敏感的記憶問題。它允許代理將事件儲存於 Zep，並在後續操作前檢索相關的時間圖譜上下文，從而實現更連貫、具上下文感知的互動。此技能適用於多種代理運行時環境，包括 LangChain、LlamaIndex、AutoGen 及自訂代理服務。透過使用 Zep Cloud 的託管服務，開發者可享受低於 200 毫秒的延遲、企業級擴展性及 SOC2 Type 2 / HIPAA 合規性。該技能提供 Python（zep-cloud）與 TypeScript/JavaScript（@getzep/zep-cloud）的 SDK，並使用 UV 進行 Python 套件管理。

相容平台~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/agentskillexchange/skills/tree/main/skills/add-temporal-context-memory-to-agent-workflows-with-zep
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說明文件

為AI代理工作流程添加時間上下文記憶 - Zep 是做什麼的？

使用 Zep 作為代理的外部上下文層，用於儲存事件、組合時間圖譜上下文，並在模型調用前檢索相關記憶。

先決條件

Zep Cloud 帳戶；Python SDK zep-cloud 或 TypeScript SDK @getzep/zep-cloud；代理運行時，例如 LangChain、LlamaIndex、AutoGen 或自訂代理服務

安裝

使用符合您環境的上游安裝或設定路徑：

  • 安裝 UV（如果尚未安裝）：
  • uv sync

上游的要求與注意事項：

  • Python：pip install zep-cloud
  • 此專案使用 UV 進行 Python 套件管理，並具備工作區功能。
  • Python 3.13+

基本用法或入門筆記：

文件

來源

Individual skills in this repo

This repo contains 20 individual skills — each has its own dedicated page.

Academic Paper Citation Network Mapper

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.

ACF Custom Fields REST Exposer

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.

ACF Extended for Advanced Custom Fields Workflows

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.

ACF to Gutenberg Block Migrator

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 Open Source Workflow Automation

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 Cross-Platform Automated Time Tracker and Producti

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 Local GitHub Actions Runner

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.

Add a browser review checkpoint before risky agent actions with

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.

Add Claude design-system and accessibility workflows with UX/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.

Add executable smoke tests for shell scripts and CLIs before ref

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.

Add graph-backed memory and context retrieval to agent workflows

Use Cognee to ingest project knowledge into graph and vector memory so agents can retrieve durable context across sessions and workflows.

Add IDE-style semantic code navigation and symbol-safe refactors

Give a coding agent symbol-aware lookup, cross-file rename, and structural edit tools before it starts making brittle text-only changes.

Add managed long-term memory to LangGraph agents with LangMem

Give LangGraph agents memory management and search tools so they can store, retrieve, and update durable facts across sessions.

Add multimodal lifelong memory to MCP and Python agents with Sim

Use SimpleMem to store, compress, index, and retrieve text or multimodal memories for agents through MCP or Python integrations.

Add persistent project memory and hook-driven synthesis with Cla

Keep Claude Code sessions grounded in prior decisions, project context, and daily handoff notes instead of starting from zero every time.

Add Postgres-native vector retrieval to agent and RAG workflows

Store embeddings beside application data in Postgres, create vector indexes, and query nearest neighbors for semantic search, RAG, recommendations, or agent memory retrieval.

Address GitHub PR review comments from the current branch with g

Find the open PR for the current branch, gather unresolved review comments, and drive a focused comment-resolution workflow with gh-authenticated context.

Add runtime guardrails to TypeScript agents with VoltAgent

Use VoltAgent to intercept, validate, and enforce input/output policies in TypeScript agent workflows.

Adobe Firefly API Batch Image Generator

Calls Adobe Firefly

Adobe Photoshop API Batch Processor

Automates image editing workflows via the Adobe Photoshop API (Firefly Services). Supports smart object replacement, action playback, and PSD layer manipulation at scale.

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