embeddings-setup SKILL.md skillB
embeddings-setup from itechmeat/open-second-brain is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add itechmeat/open-second-brain/embeddings-setup@git:20261006.0f0c9a7Pins git:20261006.0f0c9a7 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- B, 16 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- itechmeat/open-second-brain
- Path
plugins/codex/skills/embeddings-setup/SKILL.md- Versions recorded
- 4
- Latest version
- git:20261006.0f0c9a7, committed Oct 6, 2026
- First version recorded
- Sep 25, 2026
- Size
- 10,515 bytes
- Repository stars
- 492
- License
- MIT
Bring Open Second Brain semantic search online — embedding API key, sqlite-vec extension, first reindex, optional periodic refresh. INVOKE when the user mentions "embeddings", "semantic search", "vector index", or after `o2b search check` reports `vec_extension: unavailable`, `embedding_key: missing`, or any line in its `recommendations:` block. SKIP when the user is asking conceptual questions about embeddings or comparing providers without intent to set up — answer those directly.
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
# Embeddings setup Open Second Brain ships with two search paths: keyword-only (always on, no credentials) and semantic via embedded vectors (opt-in). This SKILL walks the activation flow for the semantic path. The flow is proactive — when the user mentions semantic search or `o2b search check` surfaces missing pieces, take the user through this list rather than waiting for explicit instruction. ## Step 1 — Always start with `o2b search check` ```bash o2b search check ``` The output names every missing piece and ends with a `recommendations:` block listing the exact commands to fix each. Read both before suggesting next steps. The `recommendations` field is also present in the `--json` output for headless callers. Branch on what the report shows: - `embedding_key: MISSING` → go to step 2. The `key_sources_checked:` line names where the key was looked for, and `key_present_under:` names any other registered provider profile whose env key is set. If the key sits under another profile, the fix may be pointing `embedding_provider` at that profile rather than adding a key. - A recommendation saying the embedding model has no known price, or …
Read the whole file at its exact version.
How to install
mdr add itechmeat/open-second-brain/embeddings-setup@sha256:7571f79221b11be4The line at the top of this page pins the label git:20261006.0f0c9a7, 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_anpq27m5dk3phpxq)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Sep 25, 2026 and Oct 6, 2026, about one every 4 days. Its first recorded version is graded A and its latest B.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261006.0f0c9a7 latest | 2026-10-06 | 0f0c9a7 | 10,515 B | B | view · diff |
| git:20261005.2b424d9 | 2026-10-05 | 2b424d9 | 8,683 B | B | view · diff |
| git:20260926.6f33c42 | 2026-09-26 | 6f33c42 | 6,529 B | B | view · diff |
| git:20260925.a4d3ecf | 2026-09-25 | a4d3ecf | 5,553 B | A | view |
Audit of the latest version
- fail: No link to a raw IP address (matched: http://100.64.0.5:1234)
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (10515 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 script tag
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
itechmeat/open-second-brain · 492 stars · license MIT · pushed 2026-10-22 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_anpq27m5dk3phpxq GET https://markdownregistry.com/api/v1/resolve?ref=itechmeat/open-second-brain/embeddings-setup GET https://markdownregistry.com/api/v1/blob/7571f79221b11be428a7e2e8d6aa4db8688299324fad165b6819a7a46c9b50f7
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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