Harden framework: tests, VRAM Python, dashboard spec, security, CI

- Rewrite vram_detect in Python with fixed config parsing and 10KB read limit

- Add pytest suite (72 tests) covering dashboard core, app security, and VRAM

- Standardize all prompts to .automaton/tasks/{task-name}/ path

- Reconcile dashboard spec with web implementation; remove themes.py

- Remove half-implemented refresh.py file watcher

- Harden dashboard static-file serving and task-name validation

- Add uncommitted-change guard to update.sh and real Gitea URLs

- Add AGENTS.md, Gitea CI workflow, and template documentation

tasks/reconcile-dashboard-spec/VERDICT.md

@@ -0,0 +1,18 @@
+# Verdict: Reconcile Dashboard Spec with Web Implementation
+
+## Status: PASS
+**Completion Date**: 2026-06-14
+
+## Summary
+The dashboard specification now matches the implemented web dashboard. Documentation and help modal shortcuts are consistent, and the unused TUI theme module has been removed.
+
+## Findings
+- `tasks/dashboard-spec.md` rewritten for web dashboard.
+- README and help modal agree on keyboard shortcuts.
+- `themes.py` removed.
+
+## Remaining Issues
+None.
+
+## Score
++10 PASS