# genpark-autonomous-prompt-loss-gradient-exemplar-optimizer-skill

> genpark-autonomous-prompt-loss-gradient-exemplar-optimizer-skill — alphaparkinc-genpark-autonomous-prompt-loss-gradient-exemplar-optimizer-skill. Use this tool when you need to optimize prompt loss gradients and compile few-shot exemplars for efficient language model fine-tuning, solving problems like inefficient model training and poor text generation quality. It takes in text prompts and model parameters as inputs and outputs optimized gradients and compiled exemplars. Utilize this skill in contexts where autonomous model optimization and few-shot learning are crucial, such as natural language processing and machine learning applications.

Canonical page: https://skillsregistry.net/skills/alphaparkinc-genpark-autonomous-prompt-loss-gradient-exemplar-optimizer-skill  
JSON: https://api.skillsregistry.net/v1/skills/alphaparkinc-genpark-autonomous-prompt-loss-gradient-exemplar-optimizer-skill

## Description

Autonomous prompt loss gradient & few-shot exemplar compiler (DSPy / TextGrad)

## Trust

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

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Updated:** 2026-09-22

## Source

- **Source listing:** [GitHub](https://github.com/alphaparkinc/genpark-autonomous-prompt-loss-gradient-exemplar-optimizer-skill)

## 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": "alphaparkinc-genpark-autonomous-prompt-loss-gradient-exemplar-optimizer-skill"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/alphaparkinc-genpark-autonomous-prompt-loss-gradient-exemplar-optimizer-skill` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/alphaparkinc-genpark-autonomous-prompt-loss-gradient-exemplar-optimizer-skill/pull`

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