Menu

Individual skill

open-weights

0upvotes

Use when choosing an open-weight LLM and clearing it for use — which family and size fit the task, the hardware and the budget, and above all whether the license permits shipping. Owns the license-class map (OSI-open versus custom-community versus non-commercial), the always-verify-the-model-card rule, size-to-VRAM budgeting and the quant formats. This layer decides WHICH model and whether the license allows it, then hands off. NOT downloading or hosting on the Hub (that is `huggingface`), NOT running it locally (that is `ollama`), NOT serving at throughput (that is `vllm`), NOT fine-tuning it (that is `finetuning`).

skills/open-weights/SKILL.md

Read pinned source

Source commit d9d6bb338f66cc1e23998585e580a0ea45bbcb82

What was checked

Matches the observed repository HEAD
Yes
Scanner rules are current
No
Repository scan complete
No
Skill scan complete
Yes
Observed behavior
Not checked yet
Last checked
Nov 6, 2026

These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.

Install this skill

Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.

An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.

Repository context

Repository stars (not skill ratings)
570
Repository last updated
Nov 4, 2026
License
MIT

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

Files and excerpt

File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.

Browse files
Read excerpt

# Open weights — pick the model, then clear the license

This is the CHOICE layer. Given a task, a box, and a shipping constraint, it tells you *which*
open model to reach for and *whether the license lets you ship it*. It does not download, run,
serve, or fine-tune anything — it feeds the skills that do (see [Related skills](#related-skills)).

## The one rule (read before you name a model)

**Model names and their licenses change monthly. Never state a license from memory — open the
model card and confirm it, every time.** This file was authored against cards live in mid-2026;
by the time you read it, versions have shipped and terms have moved. So:

- Treat every specific version/license line below as **[verify the card]**, not as settled fact.
- State the license **class** (OSI-open vs custom-community vs restricted), then send the reader to
Back to top