---
title: "DSPy - Air Market"
description: "You are writing and rewriting prompts by hand and the system is getting hard to keep straight. This lets you describe what each part should do and have the prompts optimized automatically, so you bui…"
canonical: "https://airmarket.ai/app/dspy"
---

[Air Market](/) / [Data & Analytics](/category/data) / DSPy

Skill by [Orchestra Research](/@orchestra-research)

# DSPy

Stop hand-tuning prompts and program the system instead

## What this does

You are writing and rewriting prompts by hand and the system is getting hard to keep straight. This lets you describe what each part should do and have the prompts optimized automatically, so you build in modules instead of strings. Reach for it when your LLM system has grown past a single prompt.

### Top 3 things it does for you

- Build an AI system by declaring what it should do
- Have prompts optimized for you
- Put together a modular RAG system or agent

## Information

**DSPy at a glance**

|  |  |
| --- | --- |
| Kind | Skill |
| Publisher | [Orchestra Research](/@orchestra-research) |
| Category | [Data & Analytics](/category/data) |
| Works with | Agent Skills - an open standard supported by 40+ agents |
| Version | 1.0.0 |
| Size | 60 KB |
| Licence | MIT |
| Repository | [orchestra-research/ai-research-skills](https://github.com/orchestra-research/ai-research-skills/tree/28f2d29236f2bade2eb92cadb2585189589a5828/16-prompt-engineering/dspy) |
| GitHub stars | 11,987 (as of Nov 2026) |

## Security report

**Verified.** AIR scanned this exact version of DSPy and recorded 0 findings and 3 flagged items. AIR's verdict: **safe**.

**What DSPy's check was run against**

|  |  |
| --- | --- |
| Commit | 28f2d29236f2bade2eb92cadb2585189589a5828 |
| Content hash | b1ed65761fed4b165369a088cb9979f31434c3c46ccd45bdd04e193a605f1aea |
| Files read | [Browse the files at this exact commit](https://github.com/orchestra-research/ai-research-skills/blob/28f2d29236f2bade2eb92cadb2585189589a5828/16-prompt-engineering/dspy/SKILL.md) |

A scan is named by the exact content it read, not by a version number. A different version is a different artifact, and nothing here applies to a version AIR has not scanned.

[Read the full security report for DSPy](/security/dspy)

## About DSPy

DSPy is Stanford NLP's framework for systematic LM programming.

Use it to build complex AI systems with declarative programming, optimize prompts automatically, and create modular RAG systems and agents.

## What's inside

- SKILL.md - instructions
- references/examples.md - reference
- references/modules.md - reference
- references/optimizers.md - reference

## Questions

### Is DSPy safe to install?

AIR scanned this exact version of DSPy and recorded 0 findings and 3 flagged items. AIR's verdict: safe. The verdict is named by the content that was read, at commit 28f2d29236f2, so it cannot drift onto a version nobody scanned. The full report is at https://airmarket.ai/security/dspy.

### How do I install DSPy?

Open https://airmarket.ai/app/dspy on Air Market and use the install action: Air Market hands Claude a prompt naming this exact skill, and Claude sets it up. Source, pinned to the exact commit this listing describes: https://github.com/orchestra-research/ai-research-skills/tree/28f2d29236f2bade2eb92cadb2585189589a5828/16-prompt-engineering/dspy. Install from that link, not the branch.

## Related on Air Market

- [More Data & Analytics listings](/category/data)
- [Everything by Orchestra Research](/@orchestra-research)

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Canonical URL: <https://airmarket.ai/app/dspy>