simota/agent-skills · oracle/SKILL.md

oracle skillA

oracle is agent-read markdown (skill) from simota/agent-skills: Designing and evaluating AI/ML systems: prompt engineering, RAG design, LLM application patterns, AI safety, evaluation frameworks, MLOps, cost optimization. Use for AI pipelines or eval harnesses..

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 simota/agent-skills/oracle@git:20260820.4d4eeea
Exact content
mdr add simota/agent-skills/oracle@sha256:c14b16d1baaffc09

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_zsma5naxuegzteh2.svg)](https://markdownregistry.com/a/art_zsma5naxuegzteh2)

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Versions

versioncommittedcommitsizeaudit
git:20260820.4d4eeea latest2026-08-20 4d4eeea 24,038 BA view · diff
git:20260820.e942f012026-08-20 e942f01 24,015 BA view · diff
git:20260820.22a71d02026-08-20 22a71d0 26,123 BA view · diff
git:20260820.9805aa12026-08-20 9805aa1 27,367 BA view · diff
git:20260819.9d3efaf2026-08-19 9d3efaf 27,063 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 (24038 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

simota/agent-skills · 78 stars · license MIT · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_zsma5naxuegzteh2
GET https://markdownregistry.com/api/v1/resolve?ref=simota/agent-skills/oracle
GET https://markdownregistry.com/api/v1/blob/c14b16d1baaffc09bb29bc04ab3ba1a17bdc333dbbc8a3b5e3f3ceac4a9c8dd8

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