retrieval-reflex SKILL.md skillA
retrieval-reflex from jzkk720/cubecloud-skills-bundle-kit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add jzkk720/cubecloud-skills-bundle-kit/retrieval-reflex@v0.1.0Pins v0.1.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- jzkk720/cubecloud-skills-bundle-kit
- Path
upstream/retrieval-reflex/SKILL.md- Versions recorded
- 1
- Latest version
- v0.1.0, committed Sep 22, 2026
- Size
- 2,527 bytes
- Repository stars
- 4
- License
- a license file GitHub does not identify
When/what to retrieve — open the brain page for a salient entity before answering from memory.
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 Reflex — retrieve on demand, when an entity is salient A person doesn't bulk-load their whole address book into working memory. They retrieve **on demand**, when an entity becomes **salient**, use it, and drop it. Encode that reflex. The brain probably has the data — if a name is salient and you haven't opened its page, open it before you answer. ## Trigger policy — WHEN to retrieve Retrieve when ANY of these holds AND the page isn't already loaded in context: - An entity (person / company / project / deal / place) is the **subject** of the message, or a decision/judgment about it is being made, or the exchange is substantive / relational / emotional about it. - A **brain-page pointer** appeared in context this turn (the deterministic layer told you the page exists) — open it before relying on details. - A name or term appears that you **don't recognize** and that looks notable → do a quick resolve (the human reflex). - You're about to **assert a non-trivial detail** about an entity (attribution, status, history) → verify against the brain first. Say "let me check", not a guess. …
Read the whole file at its exact version.
How to install
mdr add jzkk720/cubecloud-skills-bundle-kit/retrieval-reflex@sha256:dc96692b7643cd4cThe line at the top of this page pins the label v0.1.0, 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_tglv2dzrotw4gpsn)
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Versions
The registry has recorded 1 version of this file, committed on Sep 22, 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 (2527 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
jzkk720/cubecloud-skills-bundle-kit · 4 stars · license a license file GitHub does not identify · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_tglv2dzrotw4gpsn GET https://markdownregistry.com/api/v1/resolve?ref=jzkk720/cubecloud-skills-bundle-kit/retrieval-reflex GET https://markdownregistry.com/api/v1/blob/dc96692b7643cd4c5e4c0d5a960ff28d38b87d390e8ef6176cf1f72ce0f72b57
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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