Zuntenium Code Prediction

VS Code extension — intelligent, evidence-based code completion for Zuntenium QuFlow.

Features

Tier	What it does	When it fires
Tier 1	Deterministic completions, hover docs, signature help, diagnostics — all validated against the real SDK API index	Any `.py` file with `zuntenium`
Tier 2	Context-aware inline suggestions (22 QuFlow patterns with confidence scoring, abstain threshold 0.55)	After a known token sequence
Snippets	5 verified templates: Bell state, QAOA Max-Cut, Workflow scaffold, Cloud Client, Adaptive Shots	Type `zq` + Tab

A wrong confident suggestion is worse than no suggestion.

All suggestions are validated against the API index. Unknown symbols + low confidence → silence.

code --install-extension zuntenium-predict-0.1.0.vsix

Or install from the VS Code marketplace (once published).

Open a Python project that uses zuntenium.
The extension auto-detects your Python interpreter and loads the API index from the installed SDK.
Regenerate the index after SDK updates:

python -m zuntenium.api_index   # writes _api_index.json

Setting	Default	Description
`zunteniumPredict.tier2.enabled`	`true`	Enable Tier 2 inline completions
`zunteniumPredict.diagnostics.enabled`	`true`	Enable API-misuse diagnostics
`zunteniumPredict.apiIndex.path`	`""`	Custom path to `_api_index.json`