GitHub: [#936](https://github.com/gemstack-land/the-framework/issues/936)

# Dogfooding: TF user feedback

## TLDR

Close the loop on external feedback with zero human intervention: a user posts a GitHub issue, and the AI autonomously reviews it (does it make sense?), creates a ticket, spikes & plans it, and — if the plan is consensual (no significant variability) — executes the plan. Post-MVP.

## Why it matters

This is the framework's autonomy vision applied to its own user feedback: issues become shipped fixes without a maintainer in the loop, with the variability gate as the safety valve (anything genuinely debatable still waits for a human). It composes existing pieces — ticketing, spike/plan formats, and the variability analysis — into an end-to-end pipeline.

## Source

Imported from GitHub issue [gemstack-land/the-framework#936](https://github.com/gemstack-land/the-framework/issues/936), created 2026-07-21, no labels.

### Original description

User posts an issue on GitHub.

Wiht zero human intervention, AI autonomously:
- Reviews it (e.g. whether it makes sense)
- Creates a ticket, then spikes & plans it
- If plan is consensual (no significant variability), AI executes the plan

Post-MVP.
