local-llm SKILL.md skillB

local-llm from tserentserenov/fmt-exocortex-template is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add tserentserenov/fmt-exocortex-template/local-llm@v1.0.0

Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
B, 16 of 17 checks passed
Kind
SKILL.md skill
Repository
tserentserenov/fmt-exocortex-template
Path
.claude/skills/local-llm/SKILL.md
Versions recorded
4
Latest version
v1.0.0, committed Oct 26, 2026
First version recorded
Jun 23, 2026
Size
8,511 bytes
Repository stars
63
License
MIT

Локальный LLM-стек на Mac (Apple Silicon, MLX) под приватность и запасной режим. NL-вход к установке/запуску/переключению моделей + слой суждения для мониторинга новых моделей. Тонкая обёртка над скриптами РП404, не замена.

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

# Локальный LLM-стек (local-llm)

> **Scope:** NL-вход к локальному LLM-стеку (установка / запуск / статус / переключение модели) + слой суждения для оценки находок монитора новых моделей.
> **Not in scope:** механика (установка, состояния, переключение, архив) — она в детерминированных скриптах (различение «Скрипт ≠ Агент»). Скилл их **вызывает**, не дублирует логику. Источник истины статусов моделей — каталог + `model-lifecycle.py`.
> **JOB стека:** приватность (задачи с персональными данными, что нельзя слать в облако) + запасной режим (без сети / кончились токены облака). См. `ADR-001-local-llm-stack.md`.

## Расположение бандла

Управляющие скрипты — самодостаточный бандл (каждый работает из своей директории).
Путь резолвится через env, дефолт — `extensions/local-llm/` внутри IWE-установки:

```bash
BUNDLE="${IWE_LOCAL_LLM_DIR:-$HOME/IWE/extensions/local-llm}"
```

- venv стека: `~/.iwe-local-llm/.venv` (ставит установщик).
- Активная модель + состояние сервера: `~/.iwe-local-llm/` (`active-model`, `server.pid`, `server.log`).

## When to use

- «поставь / установи локальную модель» → установка под железо (Шаг 1).
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add tserentserenov/fmt-exocortex-template/local-llm@sha256:e1bbeaf699686673

The line at the top of this page pins the label v1.0.0, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_76mbpiasninp7y35.svg)](https://markdownregistry.com/a/art_76mbpiasninp7y35)

5 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 4 versions of this file, between Jun 23, 2026 and Oct 26, 2026, about one every 42 days.

versioncommittedcommitsizeaudit
v1.0.0 latest2026-10-26 8492116 8,511 BB view · diff
v1.0.02026-09-04 7c6c832 8,185 BB view · diff
v1.0.02026-08-28 97f5bb7 8,165 BB view · diff
v1.0.02026-06-23 58fc4ac 8,031 BB view

Audit of the latest version

B  16 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • fail: No link to a raw IP address (matched: http://127.0.0.1:8080)
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (8511 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

GitHub

tserentserenov/fmt-exocortex-template · 63 stars · license MIT · pushed 2026-11-01 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_76mbpiasninp7y35
GET https://markdownregistry.com/api/v1/resolve?ref=tserentserenov/fmt-exocortex-template/local-llm
GET https://markdownregistry.com/api/v1/blob/e1bbeaf699686673f74c424cc6b58ffca0a7100eb669a0aa243a85d4cb1816f3

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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