# CodeSync Knack decision model by DevsHub

> CodeSync Knack is a local bundle for 29 fixed judgments about tasks and shell commands. Read its reported results and cloud fallback limits.

Updated 2026-11-07 (Australia/Adelaide)

## Quick answers

### What is CodeSync Knack by DevsHub?

[CodeSync Knack](<https://decisionmodels.ai/models/knack>): A local model bundle for CodeSync with 29 fixed judgments about user turns and shell commands.

[CodeSync Knack facts](<https://decisionmodels.ai/models/knack>)

[Source](<https://huggingface.co/devshub-ai/knack>)

### Who makes CodeSync Knack?

[CodeSync Knack](<https://decisionmodels.ai/models/knack>): DevsHub

[CodeSync Knack facts](<https://decisionmodels.ai/models/knack>)

[Source](<https://huggingface.co/devshub-ai/knack>)

By DevsHub · Hugging Face package release: 2026-11-04 · LOCAL BUNDLE

A local model bundle for CodeSync with 29 fixed judgments about user turns and shell commands. Unsupported questions go to CodeSync’s cloud judgment service. The card distributes an archive and a version manifest; it gives no model licence or general standalone loading recipe.

## Facts

- Questions: 21 turn judgments and 8 shell-command judgments
- Access: Bundled with CodeSync; archive downloadable
- Licence: Not specified in the card or file inventory

## Claims and sources

- **VENDOR-REPORTED**: DevsHub reports 97.9% on 233 hand-labelled decisions, 95.5% on 3,267 held-out session decisions and 93.7% on 4,120 rare cases. Its 13 ms median is measured on an unspecified laptop GPU. The card does not establish general question-answering performance. [source](<https://huggingface.co/devshub-ai/knack>)

## Links

- [Source: Card and bundle](<https://huggingface.co/devshub-ai/knack>)

## Related projects

No related projects are listed in the registry.