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使用 Agent Lens 擷取與重播 Claude Code 軌跡以進行多階段除錯

記錄結構化的 Claude Code 軌跡、影子 Git Diff，並重播分支，以便在需要對代理行為進行鑑識除錯時，取代臨時的對話記錄審查。

使用 Agent Lens 擷取與重播 Claude Code 軌跡以進行多階段除錯 是什麼？

此技能讓開發者能夠利用 Agent Lens 詳細記錄 Claude Code 的完整操作軌跡，包括每次互動、程式碼變更（以影子 Git Diff 形式）以及代理的決策過程。其主要用途是進行多階段除錯（multi-session debugging），當代理行為出現異常或需要回溯分析時，可以像播放影片一樣重播過去的操作分支，而不必依賴零散、無結構的對話記錄。此技能支援透過 Claude Agent SDK 與 Claude Code 整合，並要求 Python 3.12 以上版本與 uv 套件管理器。目前重播功能仍在實驗階段，但已能提供強大的鑑識能力，幫助開發者理解代理在複雜任務中的行為模式與錯誤根源。未來計畫支援更多代理與框架。

相容平台✓Claude Code~Codex CLI~Cursor
npx skills add https://github.com/agentskillexchange/skills/tree/main/skills/capture-and-replay-claude-code-trajectories-for-multi-session-debugging-with-agent-lens
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說明文件

使用 Agent Lens 擷取與重播 Claude Code 軌跡以進行多階段除錯 是做什麼的？

記錄結構化的 Claude Code 軌跡、影子 Git Diff，並重播分支，以便在需要對代理行為進行鑑識除錯時，取代臨時的對話記錄審查。

先決條件

Python 3.12+、uv、Agent Lens，以及透過訂閱或與 Claude Agent SDK 相容的 API 金鑰取得 Claude Code 存取權限。

安裝

使用符合您環境的上游安裝或設定路徑：

  • git clone <此儲存庫>
  • uv sync
  • npm install
  • npm run dev

來自上游的需求與注意事項：

  • 需要 Python >= 3.12 以及 uv。
  • 若使用提供者 anthropic（預設值），且未設定 ANTHROPIC_API_KEY，SDK 會從 ~/.claude/credentials.json 回退到您的 Claude Code 訂閱憑證（需要 Claude Pro/Max）。使用量會涵蓋在您的...
  • 您正在探索 Python 程式碼庫。請使用 MEMORY.md 記錄筆記。

基本使用或入門說明：

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.

Add temporal context memory to agent workflows with Zep

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.

Adobe Firefly API Batch Image Generator

Calls Adobe Firefly

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