07 FEATURE: Tighten Copilot-assisted review workflows

[bryan-shea]

Summary

Improve how Annotative supports Copilot-assisted review, explanation, and remediation using the existing AI export and chat-related foundations.

Problem

Annotative already supports AI-oriented exports and Copilot-related workflows, but the path from captured annotation to useful AI follow-up can be tighter and more consistent.

Goal

Reduce friction between annotations and AI-assisted review actions without turning the public repo into a hosted AI product.

Scope

In scope:

• review current Copilot-related commands and flows
• improve prompt packaging for common review intents
• refine command UX around explain, review, fix, and issue generation
• improve labels and docs for AI workflows
• add tests where practical

Out of scope:

• model hosting
• backend orchestration
• paid AI credits
• multi-model cloud routing

Dependencies / notes

This work should strengthen the current AI-assisted review wedge while staying local-first and extension-first.