Home / junjiezhou1122 / ideascientist-claude-code · GitHub

evaluate SKILL.md skillA

evaluate from junjiezhou1122/ideascientist-claude-code is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add junjiezhou1122/ideascientist-claude-code/evaluate@git:20261009.ac719bf

Pins git:20261009.ac719bf in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: junjiezhou1122/ideascientist-claude-code
Path: skills/evaluate/SKILL.md
Versions recorded: 3
Latest version: git:20261009.ac719bf, committed Oct 9, 2026
First version recorded: Oct 9, 2026
Size: 567 bytes
Repository stars: 45
License: a license file GitHub does not identify

Independently evaluate a native proposal with explained quality scores, coverage-limited novelty and a previously frozen blind baseline.

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

Run inline in the main session. Resolve `${CLAUDE_PLUGIN_ROOT}` as the absolute plugin root. Read `${CLAUDE_PLUGIN_ROOT}/references/commands/evaluate.md` and `${CLAUDE_PLUGIN_ROOT}/adapters/claude/binding.md`, then execute that command for $ARGUMENTS.

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add junjiezhou1122/ideascientist-claude-code/evaluate@sha256:b79e8398c5ef35eb

The line at the top of this page pins the label git:20261009.ac719bf, 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_7wfpzmy2m3kiufv7.svg)](https://markdownregistry.com/a/art_7wfpzmy2m3kiufv7)

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

Versions

The registry has recorded 3 versions of this file, all committed on Oct 9, 2026.

version	committed	commit	size	audit
git:20261009.ac719bf latest	2026-10-09	ac719bf	567 B	A	view · diff
git:20261009.a0c0031	2026-10-09	a0c0031	561 B	A	view · diff
git:20261009.7c62c0d	2026-10-09	7c62c0d	1,470 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 (567 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

junjiezhou1122/ideascientist-claude-code · 45 stars · license a license file GitHub does not identify · pushed 2026-10-10 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_7wfpzmy2m3kiufv7
GET https://markdownregistry.com/api/v1/resolve?ref=junjiezhou1122/ideascientist-claude-code/evaluate
GET https://markdownregistry.com/api/v1/blob/b79e8398c5ef35eb4d967f0b7412243b85d2e57199556195d1fa9f376d4e147d

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.

More from junjiezhou1122/ideascientist-claude-code

ideascientist-check SKILL.md skill

junjiezhou1122/ideascientist-claude-code · adapters/codex/skills/ideascientist-check/SKILL.md · Check saved IdeaScientist artifacts using the canonical offline validator.