scholar-evaluation SKILL.md skillA
scholar-evaluation from oleafly/oleafly is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add oleafly/oleafly/scholar-evaluation@v2.2Pins v2.2 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- oleafly/oleafly
- Path
src-tauri/resources/skills/scholar-evaluation/SKILL.md- Versions recorded
- 1
- Latest version
- v2.2, committed Sep 5, 2026
- Size
- 11,761 bytes
- Repository stars
- 258
- License
- AGPL-3.0
Provide qualitative-first, evidence-traceable developmental review of scholarly works and audit low-stakes research-assessment rubrics with optional local quality controls. Never use for ranking people or consequential decisions.
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
# Scholar Evaluation ## Purpose Provide developmental, evidence-traceable feedback on a **scholarly work**: paper, draft, protocol, literature synthesis, or research idea. Use qualitative judgment first. Optional scores only describe how submitted evidence maps to a predeclared bounded rubric. This skill also audits whether a low-stakes assessment process documents its construct, provenance, rater quality, uncertainty, traceability, sensitivity, fairness, accessibility, privacy, and human governance. ## Hard safety boundary Never use this skill to automate, recommend, materially influence, or score: - hiring, promotion, or tenure; - admissions; - grants or other funding; - prizes, honors, or awards; - discipline, dismissal, or sanctions; or - any other high-impact personnel decision. Never rank people. Never reduce a person to a composite score. Never infer ability, character, integrity, protected traits, future performance, or worth. A nominal human-in-the-loop does not remove this boundary. If asked for a prohibited use, stop. Offer developmental comments on a scholarly work or a process-only audit that does not process applications, …
Read the whole file at its exact version.
How to install
mdr add oleafly/oleafly/scholar-evaluation@sha256:9340e858cb43b38aThe line at the top of this page pins the label v2.2, 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.
[](https://markdownregistry.com/a/art_ozmwacfti2nesbok)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 5, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (11761 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
oleafly/oleafly · 258 stars · license AGPL-3.0 · pushed 2026-10-19 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ozmwacfti2nesbok GET https://markdownregistry.com/api/v1/resolve?ref=oleafly/oleafly/scholar-evaluation GET https://markdownregistry.com/api/v1/blob/9340e858cb43b38a9aee377bffee6a05257733cbc7321fde06cd462e80d2a098
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.