retrieval-intelligence 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-intelligence 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-intelligence@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-intelligence/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261017.e66b512, committed Oct 17, 2026
- Size
- 4,448 bytes
- Repository stars
- 31
- License
- a license file GitHub does not identify
📚 Corpus indexing, search, cited context, and relevance.
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 Intelligence Make the corpus answerable without losing the evidence. Begin from the question, the decision it must support, and the material actually available. Recover the corpus boundary, source authority, sensitivity, freshness requirement, acceptable omissions, and what a useful retrieval would make possible. Ask only for what changes inclusion, privacy, engine choice, or the evidence burden. Read `references/retrieval-doctrine.md` for substantial work. Use `assets/corpus-policy.template.json` when the corpus or refresh policy must survive the current turn. Ask Rupert Giles to resolve canonical roles, duplicates, or custodial change. Ask OMNARA to acquire or reconcile external evidence. Retrieval Intelligence owns indexing, searching, context assembly, citations, and retrieval-quality evidence. ## Build the local evidence layer When local files and Python are available, use the standard-library engine in `scripts/rag.py`: ```text python scripts/rag.py index --corpus <directory> --db <index.sqlite> python scripts/rag.py search --db <index.sqlite> --query "<question>" --top-k 8 --json …
Read the whole file at its exact version.
How to install
mdr add stunspot/nova-the-optimal-ai-mind/retrieval-intelligence@sha256:751dd775487ded0aThe 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_x3hy7lf3fl7gjvi4)
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 (4448 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_x3hy7lf3fl7gjvi4 GET https://markdownregistry.com/api/v1/resolve?ref=stunspot/nova-the-optimal-ai-mind/retrieval-intelligence GET https://markdownregistry.com/api/v1/blob/751dd775487ded0a53034b5cd5d192cb620d9d2d90fe1be47ff9051696b0d2a2
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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