dspy-ruby SKILL.md skillA

dspy-ruby from jikig-ai/soleur is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add jikig-ai/soleur/dspy-ruby@git:20261009.73d5b13

Pins git:20261009.73d5b13 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
jikig-ai/soleur
Path
plugins/soleur/skills/dspy-ruby/SKILL.md
Versions recorded
8
Latest version
git:20261009.73d5b13, committed Oct 9, 2026
First version recorded
Feb 12, 2026
Size
16,364 bytes
Repository stars
21
License
a license file GitHub does not identify

This skill should be used when working with DSPy.rb, a Ruby framework for type-safe, composable LLM applications.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

<!-- grok-harness-invoke:start -->
**Grok Build (`plugins/soleur/lib/harness.ts` `invokeSkill()`):** Read this SKILL.md in this process and run it to completion. A one-segment `soleur:<name>` in this document names a SKILL — on Grok Build, Read `plugins/soleur/skills/<name>/SKILL.md` in this process; it is not a nested tool_use. A multi-segment id such as `soleur:<domain>:<name>` names an AGENT: spawn it, never Read it, and on Grok Build spawn_subagent takes the id with its colons replaced by hyphens (`agentIdToGrokSubagentType`). **Claude Code:** Skill tool for a skill (`soleur:<name>`), Task tool with `subagent_type` for an agent. Forbidden is executing a subset, not the Read.
<!-- grok-harness-invoke:end -->

# DSPy.rb Expert

## Overview

DSPy.rb is a Ruby framework that enables developers to **program LLMs, not prompt them**. Instead of manually crafting prompts, define application requirements through type-safe, composable modules that can be tested, optimized, and version-controlled like regular code.

This skill provides comprehensive guidance on:

- Creating type-safe signatures for LLM operations
- Building composable modules and workflows
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add jikig-ai/soleur/dspy-ruby@sha256:c1d499f743248492

The line at the top of this page pins the label git:20261009.73d5b13, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_dxixezly2wfm27hx.svg)](https://markdownregistry.com/a/art_dxixezly2wfm27hx)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 8 versions of this file, between Feb 12, 2026 and Oct 9, 2026, about one every 34 days.

versioncommittedcommitsizeaudit
git:20261009.73d5b13 latest2026-10-09 73d5b13 16,364 BA view · diff
git:20260929.6d27cd12026-09-29 6d27cd1 16,364 BA view · diff
git:20260924.a44cf8f2026-09-24 a44cf8f 16,360 BA view · diff
git:20260701.48b13c12026-07-01 48b13c1 15,636 BA view · diff
git:20260328.1987fc72026-03-28 1987fc7 15,640 BA view · diff
git:20260314.e2b1c0f2026-03-14 e2b1c0f 15,809 BA view · diff
git:20260222.a9049aa2026-02-22 a9049aa 16,000 BA view · diff
git:20260212.a2a08df2026-02-12 a2a08df 16,007 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (16364 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

jikig-ai/soleur · 21 stars · license a license file GitHub does not identify · pushed 2026-11-08 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_dxixezly2wfm27hx
GET https://markdownregistry.com/api/v1/resolve?ref=jikig-ai/soleur/dspy-ruby
GET https://markdownregistry.com/api/v1/blob/c1d499f74324849287358b4d764bc061d3f5a864445e2f85b8335b530c492412

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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