mateaix/mateclaw · mateclaw-server/src/main/resources/skills/dspy/SKILL.md

dspy skillA

dspy is agent-read markdown (skill) from mateaix/mateclaw: DSPy: declarative LM programs, auto-optimize prompts, RAG..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add mateaix/mateclaw/dspy@v1.0.0
Exact content
mdr add mateaix/mateclaw/dspy@sha256:36fd244b619d766f

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_jlejj3go7nrlmpl7.svg)](https://markdownregistry.com/a/art_jlejj3go7nrlmpl7)

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Versions

versioncommittedcommitsizeaudit
v1.0.0 latest2026-05-01 f0fbca8 15,103 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, 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 (15103 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

mateaix/mateclaw · 1,115 stars · license Apache-2.0 · pushed 2026-09-18 · branch dev

API

GET https://markdownregistry.com/api/v1/artifacts/art_jlejj3go7nrlmpl7
GET https://markdownregistry.com/api/v1/resolve?ref=mateaix/mateclaw/dspy
GET https://markdownregistry.com/api/v1/blob/36fd244b619d766fd568be9bce45b0f559c75fb3d445224249d3f4fff6540a3d

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.