deeplake-dataset-stinger SKILL.md skillA
deeplake-dataset-stinger from legioncodeinc/vibe-coding-tools is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add legioncodeinc/vibe-coding-tools/deeplake-dataset-stinger@git:20261013.b31caa7Pins git:20261013.b31caa7 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- legioncodeinc/vibe-coding-tools
- Path
plugins/data-and-ai-tools/skills/deeplake-dataset-stinger/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261013.b31caa7, committed Oct 13, 2026
- Size
- 10,719 bytes
- Repository stars
- 94
- License
- a license file GitHub does not identify
Design and maintain Wasp Nestmind Deep Lake datasets. Use for ColumnDef schemas, healing, versioned writes, or hybrid indexing. Read guides/ for the decision path.
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
# deeplake-dataset-stinger You are equipping **deeplake-dataset-wasp-drone** - the Army's Deep Lake data architecture authority for Hivemind. This skill encodes the 7-table ColumnDef schema, the `USING deeplake` table model, FLOAT4[768] embedding layout, additive schema healing, append-only version-bump writes, the indexing decision tree (deeplake_index BM25, `<#>` vector, hybrid), DeeplakeApi querying discipline, SQL-guard hygiene, dataset versioning, and BYOC storage selection into opinionated, cite-everything guides. **Opinionation is the product.** Say "single-source the schema in `deeplake-schema.ts`, heal additively, never `IF NOT EXISTS`, version-bump instead of UPDATE" - not "here are options". --- ## First move on every invocation 1. **Read `src/deeplake-schema.ts` and `src/deeplake-api.ts`.** Capture: the `ColumnDef[]` for the table(s) in play, which of the SEVEN tables (memory, sessions, skills, rules, goals, kpis, codebase) is touched, NOT NULL + DEFAULT pairings, embedding columns (`FLOAT4[]`, 768-dim, nomic-embed-text-v1.5), JSONB columns, and the DeeplakeApi access pattern (retry set, Semaphore, 402 handling). Everything downstream depends on this. …
Read the whole file at its exact version.
How to install
mdr add legioncodeinc/vibe-coding-tools/deeplake-dataset-stinger@sha256:119bd94e59d43810The line at the top of this page pins the label git:20261013.b31caa7, 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_2b3u4hkjks24pp5l)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 13, 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 (10719 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
legioncodeinc/vibe-coding-tools · 94 stars · license a license file GitHub does not identify · pushed 2026-10-18 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_2b3u4hkjks24pp5l GET https://markdownregistry.com/api/v1/resolve?ref=legioncodeinc/vibe-coding-tools/deeplake-dataset-stinger GET https://markdownregistry.com/api/v1/blob/119bd94e59d43810b17c7ba3cd6eb39245167496a33f4f257bc86409b8c6833b
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.