hybridlabor-api/bdb-dev-optimized-agent-skills · skills/global_config/local-llm-expert/SKILL.md

local-llm-expert skillA

local-llm-expert is agent-read markdown (skill) from hybridlabor-api/bdb-dev-optimized-agent-skills: Master local LLM inference, model selection, VRAM optimization, and local deployment using Ollama, llama.cpp, vLLM, and LM Studio. Expert in quantization formats (GGUF, EXL2) and local AI privacy..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add hybridlabor-api/bdb-dev-optimized-agent-skills/local-llm-expert@git:20260827.e9312a3
Exact content
mdr add hybridlabor-api/bdb-dev-optimized-agent-skills/local-llm-expert@sha256:d13fb4eb08897725

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_kzf42c7kdvzoda3g.svg)](https://markdownregistry.com/a/art_kzf42c7kdvzoda3g)

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Versions

versioncommittedcommitsizeaudit
git:20260827.e9312a3 latest2026-08-27 e9312a3 6,217 BA view · diff
git:20260727.48beb342026-07-27 48beb34 6,217 BA 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 (6217 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

hybridlabor-api/bdb-dev-optimized-agent-skills · 6 stars · license Apache-2.0 · pushed 2026-09-15 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_kzf42c7kdvzoda3g
GET https://markdownregistry.com/api/v1/resolve?ref=hybridlabor-api/bdb-dev-optimized-agent-skills/local-llm-expert
GET https://markdownregistry.com/api/v1/blob/d13fb4eb08897725d791862800834342d991319ef4016164af34fc1cd1dfb586

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.