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自己更新型エージェントメモリグラフをGBrainで構築する

GBrainを使用して、OpenClawやHermesスタイルのエージェントに、マークダウン取り込み、エンティティリンク、ハイブリッド検索、スケジュール統合、MCPアクセスを備えたローカル知識脳を提供します。

自己更新型エージェントメモリグラフをGBrainで構築する とは？

このスキルは、GBrainを使用してAIエージェントに永続的かつ自己更新可能なメモリグラフを提供する方法を示します。GBrainはY CombinatorのCEOによって開発され、実際のプロダクション環境で17,888ページ、4,383人、723社のエンティティを管理するために使用されています。このスキルにより、エージェントはマークダウン形式のナレッジベースを取り込み、エンティティ間のリンクを自動生成し、ハイブリッド検索（ベクトル＋キーワード）を実行し、cronジョブによる定期的な知識統合を行うことができます。さらに、MCPサーバーを介した外部ツールアクセスもサポートし、OpenClawやHermesなどのエージェントフレームワークとシームレスに連携します。v0.35.7以降では、時間的軌跡やファウンダースコアカードなどの高度な機能も追加されています。

対応~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/agentskillexchange/skills/tree/main/skills/build-a-self-updating-agent-memory-graph-with-gbrain
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お気に入りのAIに質問する

このエージェントスキルを事前に読み込んだ状態で新しいチャットを開きます。

OpenAIChatGPTClaudeClaudeGeminiGeminiGrokGrokPerplexityPerplexityDeepSeekDeepSeek

ドキュメント

自己更新型エージェントメモリグラフをGBrainで構築する は何をしますか？

GBrainを使用して、OpenClawやHermesスタイルのエージェントに、マークダウン取り込み、エンティティリンク、ハイブリッド検索、スケジュール統合、MCPアクセスを備えたローカル知識脳を提供します。

前提条件

GBrain CLI、Bun/Node互換ランタイム、PGLiteまたはpgvectorを使用するPostgres、マークダウンナレッジベース、オプションのMCPサーバーデプロイメント

インストール

アップストリームからの要件と注意点：

  • gbrain init --pglite # 2秒；サーバ不要、Docker不要
  • bun run testで高速ループを実行、bun run verifyでプッシュ前ゲートを実行、bun run ci:localでDockerバックエンドの完全なCIスタックをローカルで実行。詳細なテスト規律はCONTRIBUTING.mdを参照。

基本的な使用法または入門ノート：

  • Y Combinatorの社長兼CEOが実際のAIエージェントを動かすために構築しました。彼のOpenClawおよびHermesデプロイメントの背後にあるプロダクション脳：17,888ページ、4,383人、723社、21のcronジョブが自律的に動作しています...

  • v0.35.7の新機能 — 時間的軌跡＋ファウンダースコアカード。 著者は## Factsフェンス内で型付きメトリックアサーション（mrr=50000、arr=2000000、team_size=12）を記述し、gbrainはそれらを第一級の型付きカラムとして保存します。gbrainは評価...

  • GBrainは3つの形状で動作します。現在のAIエージェントの使用方法に合ったものを選んでください。

  • ソース：https://github.com/garrytan/gbrain

  • アップストリームドキュメントから抽出：https://raw.githubusercontent.com/garrytan/gbrain/HEAD/README.md

ドキュメント

ソース

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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