# cortexgraph

> cortexgraph — prefrontal-systems-cortexgraph. Use this tool when you need to create AI assistants with human-like memory capabilities, solving problems of knowledge retention and recall in a more natural and intuitive way. The cortexgraph tool takes in JSONL and Markdown inputs, storing data locally, and outputs a temporal memory system with knowledge graphs and smart prompting capabilities. It is ideal for use cases where AI assistants require forgetful yet reinforcing memory, such as conversational AI or virtual assistants.

Canonical page: https://skillsregistry.net/skills/prefrontal-systems-cortexgraph  
JSON: https://api.skillsregistry.net/v1/skills/prefrontal-systems-cortexgraph

## Description

Temporal memory system for AI assistants with human-like forgetting curves. All data stored locally in human-readable formats: JSONL for short-term memory, Markdown (Obsidian-compatible) for long-term. Memories naturally decay unless reinforced. Features knowledge graphs, smart prompting, and MCP server integration for Claude.

## Trust

- **Trust score (0–1):** 0.50
- **Verification tier:** unverified

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Category:** ai-ml
- **Updated:** 2026-09-20

## Source

- **Source listing:** [GitHub](https://github.com/prefrontal-systems/cortexgraph)

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "prefrontal-systems-cortexgraph"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/prefrontal-systems-cortexgraph` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/prefrontal-systems-cortexgraph/pull`

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