martinholovsky/sota-skills · skills/sota-llm-engineering/SKILL.md
sota-llm-engineering skillA
State-of-the-art LLM application engineering rules (mid-2026 baseline) for BUILDING and AUDITING LLM-powered features. Claude should use this skill whenever it is building, modifying, or reviewing anything that calls a language model — chat features, RAG pipelines, agents and tool use, structured extraction, classification, summarization, embeddings/vector search, evals and regression gates, prompt or context engineering, model selection/routing, fine-tuning decisions, or LLM cost/latency/observ
Latest version
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mdr add martinholovsky/sota-skills/sota-llm-engineering@sha256:44998239d948263bBadge
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Versions
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260903.36172e4 latest | 2026-09-03 | 36172e4 | 12,748 B | A | view · diff |
| git:20260903.02cb41e | 2026-09-03 | 02cb41e | 12,669 B | A | view · diff |
| git:20260827.8610b01 | 2026-08-27 | 8610b01 | 12,489 B | A | view · diff |
| git:20260724.d1f5ab0 | 2026-07-24 | d1f5ab0 | 12,461 B | A | view · diff |
| git:20260617.c5d2c7b | 2026-06-17 | c5d2c7b | 12,362 B | A | view |
Audit of the latest version
A 17 of 17 checks passed. Deterministic, no model, same answer every run.
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (12748 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
GitHub
martinholovsky/sota-skills · 18 stars · license CC-BY-4.0 · pushed 2026-09-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_jgtyk5axlbysgjwk GET https://markdownregistry.com/api/v1/resolve?ref=martinholovsky/sota-skills/sota-llm-engineering GET https://markdownregistry.com/api/v1/blob/44998239d948263b1e32a95c65fc0c9262f35130e8d5085be14824fbb1701f05