# guppi

> guppi — atsmith2k-guppi. Use this tool when you need to integrate local intelligence and semantic memory into your applications, solving problems related to data loss and inefficient information retrieval. GUPPI provides a pluggable and unifying interface for various data sources, including git, and offers a lossless semantic tree memory engine and telemetry deck. It is ideal for use cases requiring robust data management and analysis, such as version control and knowledge graph applications.

Canonical page: https://skillsregistry.net/skills/atsmith2k-guppi  
JSON: https://api.skillsregistry.net/v1/skills/atsmith2k-guppi

## Description

GUPPI (General-purpose Unifying Pluggable Intelligence) — Local agentic sidecar daemon, Lossless Semantic Tree memory engine, and telemetry deck.

## Trust

- **Trust score (0–1):** 0.71
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **License:** MIT
- **Updated:** 2026-09-28

## Source

- **Source listing:** [GitHub](https://github.com/atsmith2k/guppi)

## 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": "atsmith2k-guppi"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/atsmith2k-guppi` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/atsmith2k-guppi/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt