kanevry/session-orchestrator · skills/eval/SKILL.md

eval skillA

eval is agent-read markdown (skill) from kanevry/session-orchestrator: Use this skill to run an honest session-process evaluation (Standard v1, aiat-llm-eval/1.0) — score the last completed orchestrator session against the pre-registered rubric-v1 dimensions, run /eval, evaluate this session, produce an eval report, or re-verify a stored eval run for reproducibility. Deterministic-first with an optional advisory LLM judge; never produces a global score..

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 kanevry/session-orchestrator/eval@git:20260717.67d3c67
Exact content
mdr add kanevry/session-orchestrator/eval@sha256:a38316570f5f8ae6

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_vlkud5jfjophw5p2.svg)](https://markdownregistry.com/a/art_vlkud5jfjophw5p2)

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Versions

versioncommittedcommitsizeaudit
git:20260717.67d3c67 latest2026-07-17 67d3c67 13,752 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 (13752 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

kanevry/session-orchestrator · 52 stars · license MIT · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_vlkud5jfjophw5p2
GET https://markdownregistry.com/api/v1/resolve?ref=kanevry/session-orchestrator/eval
GET https://markdownregistry.com/api/v1/blob/a38316570f5f8ae60a82d6091f0a2deca3b0d29565ad2ca69f9c6a98a26b62f8

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