Pcircle Ai Claude Code Buddy
pcircle-ai-claude-code-buddy is a Claude Code plugin for the Build phase that adds persistent memory, semantic search, hooks, and session recall via a knowledge graph.
by PCIRCLE-AI · github.com/PCIRCLE-AI/claude-code-buddy
Give Claude Code persistent memory with a knowledge graph, semantic search, hooks, and session recall so long-running repos feel continuous instead of amnesiac.
Add it to Claude Code
Install the plugin in Claude Code. One command, paste-ready.
/plugin install pcircle-ai-claude-code-buddy@PCIRCLE-AI/claude-code-buddyBuilt to be called by your agent
Skillselion is itself an MCP server. Your agent can pull this entry and a paste-ready install config straight from the API - no copy-paste.
Retrieve this entry with skillselion.get_details("plugin:PCIRCLE-AI/claude-code-buddy") and the paste-ready config with skillselion.get_install_config("plugin:PCIRCLE-AI/claude-code-buddy").
What it does
pcircle-ai-claude-code-buddy is a Claude Code productivity plugin that treats memory as infrastructure: a knowledge graph, semantic search, hooks, and session recall so the agent can route questions to what it already learned about your codebase and preferences. Indie builders on long-horizon SaaS or CLI projects feel the pain of stateless chats—re-explaining auth flows, deployment quirks, and naming rules every Monday. Buddy aims to keep that context durable inside Claude Code with intelligent management and MCP-related keywords in the catalog metadata. Use it when sessions span weeks and you want recall without manually curating every note in AGENTS.md alone. It pairs well with explicit docs but targets automated retention and retrieval. Listed as one plugin in the PCIRCLE-AI repository bundle.
Highlights
- Persistent memory with knowledge graph backing
- Semantic search across stored session knowledge
- Hooks for integrating recall into Claude Code workflows
- Session recall so prior decisions resurface automatically
- MCP-oriented memory management with smart routing keywords
Why builders use it
Claude Code sessions reset context constantly, forcing solo builders to re-teach architecture and preferences on every task.
After install, prior session knowledge becomes searchable and recallable through hooks and graph-backed memory while you keep coding.
At a glance
- Type - Plugin in AI Agents.
- Adoption - 0 installs, 6 stars, 0 votes.
FAQ
Who is pcircle-ai-claude-code-buddy for?
Solo developers on Claude Code who need durable context, semantic lookup, and hooks across many sessions on the same repo.
When should I use pcircle-ai-claude-code-buddy?
Use it when project complexity makes repeated re-briefing costly and you want automatic session recall during build, review, and ops tasks.
How do I add pcircle-ai-claude-code-buddy to my agent?
Install the plugin from PCIRCLE-AI/claude-code-buddy in Claude Code, enable hooks per the repo README, and allow the memory layer to index session knowledge locally.
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