retrieval-reviewer SKILL.md skillA
This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.
retrieval-reviewer from stunspot/nova-the-optimal-ai-mind is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add stunspot/nova-the-optimal-ai-mind/retrieval-reviewer@git:20261017.e66b512Pins git:20261017.e66b512 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- stunspot/nova-the-optimal-ai-mind
- Path
claude/nova-the-optimal-ai/skills/retrieval-reviewer/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261017.e66b512, committed Oct 17, 2026
- Size
- 2,083 bytes
- Repository stars
- 31
- License
- a license file GitHub does not identify
🔍 Corpus fit, retrieval traces, and citation support.
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
# Retrieval Reviewer Challenge what the retrieval evidence actually earns. Review the supplied corpus policy, index identity, query trace, ranked results, context packet, citations, evaluation, and answer as received. Do not assume hidden sources, unrecorded searches, model embeddings, or human checks. Read `references/retrieval-review-rubric.md` completely. Bind the review to the named corpus revision, index identity, engine, query, filters, cutoff, and decision. Test whether the corpus contains the necessary authority; ingestion preserved source and line custody; the query matches the information need; lexical, semantic, metadata, freshness, and authority signals are honestly identified; plausible counter-sources were sought; context assembly respected budget and diversity; retrieved text was treated as untrusted evidence; citations resolve to the quoted material; and the answer stays inside the passages supplied. …
Read the whole file at its exact version.
How to install
mdr add stunspot/nova-the-optimal-ai-mind/retrieval-reviewer@sha256:141ec66f2723cce9The line at the top of this page pins the label git:20261017.e66b512, 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_zosn6wvm3a6ghsla)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 17, 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 (2083 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
stunspot/nova-the-optimal-ai-mind · 31 stars · license a license file GitHub does not identify · pushed 2026-10-28 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_zosn6wvm3a6ghsla GET https://markdownregistry.com/api/v1/resolve?ref=stunspot/nova-the-optimal-ai-mind/retrieval-reviewer GET https://markdownregistry.com/api/v1/blob/141ec66f2723cce9a2f00a660f2d1a1a325c24be8b3a341fc52f50eda0cb92aa
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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