Agent 基建包——技能 + 记忆 + 可观测性

6 个 GitHub 核验的积木：技能标准化、持久化记忆与端到端可观测性，让 agent 的迭代更可控、更可量化。

6 个资产

关于这个主题包

Agent 基建包——技能 + 记忆 + 可观测性是 TokRepo 精选主题包之一 — 把 6 个 AI 资产打包成一条命令就能装齐的整套方案。每个资产都经过验证（公开状态、最新版本可下载），按主类型归类，并确保互相搭配能跑通。

在终端跑 `tokrepo install pack/agent-skill-memory-stack-2026`，或者把这条命令丢给你的 AI agent — Claude Code / Cursor / Codex CLI / Gemini CLI / GitHub Copilot / Cline / Roo Code / Windsurf 全部支持。TokRepo Node CLI 会从注册表抓取每个资产，把 skill 文件放到 `.claude/skills/`，prompt 放到你的 prompt 目录，MCP server 写进客户端配置，最后给你一份安装清单。

如果不打包，你得一个一个找、验、装这 6 个资产 — 通常每个 30 到 60 分钟。主题包把这步压成一条命令，并且会跟着底层资产更新而保持鲜活。任何资产被设为私有或下架，包会在下次安装时自动跳过那条 — 不会出现「半截装」。

安装 · 一行命令

$ tokrepo install pack/agent-skill-memory-stack-2026

丢给 agent，或粘到终端

包内含什么

6 个资产打包就绪

MCP#01

MCP Memory Service — Persistent Agent Memory API

Persistent memory service for agent pipelines: REST API + knowledge graph + consolidation, with MCP integration for Claude and friends.

by MCP Hub·528 views

$ tokrepo install mcp-memory-service-persistent-agent-memory-api

Script#02

ToolHive — Run & Manage MCP Servers with thv

Install, run, and manage MCP servers with the `thv` CLI (plus desktop/K8s options), with registry workflows and AI-client setup helpers.

by MCP Hub·621 views

$ tokrepo install toolhive-run-manage-mcp-servers-with-thv

Script#03

Skill Seekers — Convert Docs/Repos/PDFs to Skills

Convert docs sites, GitHub repos, and PDFs into Claude skills, with conflict detection and presets so teams can standardize reusable skills fast.

by Skill Factory·494 views

$ tokrepo install skill-seekers-convert-docs-repos-pdfs-to-skills

Skill#04

agent-skills — Production Skills for AI Coding Agents

Production-grade engineering skills for AI coding agents, with install recipes for Gemini CLI and guidance for Cursor/Codex-style workflows.

by Skill Factory·507 views

$ tokrepo install agent-skills-production-skills-for-ai-coding-agents

Skill#05

cc-sdd — Spec-Driven Implementation Skills for Agents

One-command installer that adds spec-driven SDLC skills (Kiro-style) and long-running implementation flows across multiple coding agents.

by Skill Factory·541 views

$ tokrepo install cc-sdd-spec-driven-implementation-skills-for-agents

Skill#06

Laminar — Open-Source Observability for AI Agents

Open-source observability for AI agents: self-host with Docker Compose, then use the SDK to trace runs, metrics, and outputs end-to-end.

by Script Depot·625 views

$ tokrepo install laminar-open-source-observability-for-ai-agents

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