surrealdb-canonical-layer SKILL.md skillB
surrealdb-canonical-layer from lossless-group/lossless-agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add lossless-group/lossless-agent-skills/surrealdb-canonical-layer@git:20260728.837aa5bPins git:20260728.837aa5b in mdr.lock. Pin the fingerprint instead.
- Audit grade
- B, 16 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- lossless-group/lossless-agent-skills
- Path
surrealdb-canonical-layer/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260728.837aa5b, committed Jul 28, 2026
- First version recorded
- Jul 7, 2026
- Size
- 14,055 bytes
- Repository stars
- 4
- License
- MIT
Verify a SurrealDB-backed canonical layer directly, over the `surrealdb` MCP server, instead of writing a disposable Node script per check. Use whenever the user asks to confirm a batch of writes landed correctly ("did the FreedomFest speakers get tagged right", "do these people have an org relationship", "check that event's rows aren't duplicated"), whenever a new client/event/import needs its data audited for coherence, whenever setting up SurrealMCP for a new project, or when the user…
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
# SurrealDB Canonical-Layer Verification A SurrealDB-backed canonical layer (persons/organizations/affiliations plus a schemaless `observations` log, all multi-tenant via `client_access`) is first live in `augment-it`, and the pattern — canonical entities + an append-only observation log + client-scoped visibility — is the kind of shape other Lossless projects (`dididecks-ai`, `memopop-ai`) are likely to reach for too. This skill is the discipline for **querying that layer directly to verify a batch of writes landed correctly**, replacing the previous habit of writing a fresh disposable Node script (`connect → signin → use → query`, deleted after) for every check. Companion piece: `search-lossless-corpus` does the same job for the Chroma corpus (MCP for raw access, a skill for the discipline on top). This skill copies that shape for SurrealDB. ## Prerequisite — the `surrealdb` MCP server Each project that wants this skill needs its own project-scoped `.mcp.json` entry pointing at [surrealmcp](https://github.com/surrealdb/surrealmcp), the official SurrealDB MCP server. It's a Rust binary with exactly two distribution paths — build from source (`cargo install --path .`) or the …
Read the whole file at its exact version.
How to install
mdr add lossless-group/lossless-agent-skills/surrealdb-canonical-layer@sha256:94d6c2990f3f232bThe line at the top of this page pins the label git:20260728.837aa5b, 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_3namzcjh6bmlwcbs)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Jul 7, 2026 and Jul 28, 2026, about one every 10 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260728.837aa5b latest | 2026-07-28 | 837aa5b | 14,055 B | B | view · diff |
| git:20260727.ed8ebd7 | 2026-07-27 | ed8ebd7 | 13,885 B | B | view · diff |
| git:20260707.32166b6 | 2026-07-07 | 32166b6 | 12,763 B | B | view |
Audit of the latest version
- fail: No instruction to read or print local credentials (matched: read `.env)
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (14055 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 base64 blob over 200 characters
- pass: No link to a raw IP address
- 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
lossless-group/lossless-agent-skills · 4 stars · license MIT · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_3namzcjh6bmlwcbs GET https://markdownregistry.com/api/v1/resolve?ref=lossless-group/lossless-agent-skills/surrealdb-canonical-layer GET https://markdownregistry.com/api/v1/blob/94d6c2990f3f232b1ee51ba58807380301001a8b7c76e362ceb021ef2fd23c0a
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.