Home / kanevry / session-orchestrator · GitHub

eval SKILL.md skillA

eval from kanevry/session-orchestrator is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add kanevry/session-orchestrator/eval@git:20261005.dc4f9e0

Pins git:20261005.dc4f9e0 in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: kanevry/session-orchestrator
Path: .cursor/skills/eval/SKILL.md
Versions recorded: 4
Latest version: git:20261005.dc4f9e0, committed Oct 5, 2026
First version recorded: Aug 25, 2026
Size: 666 bytes
Repository stars: 53
License: MIT

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-v3 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.

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

# eval

Canonical skill: `skills/eval/SKILL.md`

Read that file and follow it exactly. Resolve relative links against `skills/eval/`, not this wrapper.

Cursor has no Skill tool. Treat "invoke the eval skill" as: Read `skills/eval/SKILL.md`.

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add kanevry/session-orchestrator/eval@sha256:e9ae5fcb6d7e803f

The line at the top of this page pins the label git:20261005.dc4f9e0, 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](https://markdownregistry.com/badge/art_tzwjsfljm3e6zgen.svg)](https://markdownregistry.com/a/art_tzwjsfljm3e6zgen)

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

Versions

The registry has recorded 4 versions of this file, between Aug 25, 2026 and Oct 5, 2026, about one every 14 days.

version	committed	commit	size	audit
git:20261005.dc4f9e0 latest	2026-10-05	dc4f9e0	666 B	A	view · diff
git:20260919.240efda	2026-09-19	240efda	666 B	A	view · diff
git:20260906.9b0a555	2026-09-06	9b0a555	666 B	A	view · diff
git:20260825.0626387	2026-08-25	0626387	664 B	A	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 (666 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 · 53 stars · license MIT · pushed 2026-10-21 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_tzwjsfljm3e6zgen
GET https://markdownregistry.com/api/v1/resolve?ref=kanevry/session-orchestrator/eval
GET https://markdownregistry.com/api/v1/blob/e9ae5fcb6d7e803f9abcce4b5b4bc9800bfc545832a2c384d5f057a8d280438b

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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