Replaces the separate Vue/Vite `console/` SPA with a same-origin,
server-rendered console built on a module-level Jinja2 Environment
with select_autoescape(["html","xml"]).
- Add api/console_web.py with /ui/ routes (dashboard, tasks, task
detail/timeline, config) and a _status_fragment polled every 10s.
- Refactor api/console.py into a typed ConsoleService shared by the
JSON and HTML routers so validation/persistence cannot drift.
- Remove RUNTIME_CONSOLE_STATIC_DIR, SpaStaticFiles, and the wildcard
CORS middleware from api/rest.py; GET / now redirects to /ui/.
- Delete the top-level console/ project; add jinja2 and python-multipart
as direct dependencies and ship templates/CSS/JS via package-data.
- Add 31 tests (XSS probes, PRG flows, fragment refresh, no-static-dir
and no-CORS regressions, wheel-packaging smoke test).
/console/* JSON endpoints remain unchanged. The console keeps the
trusted-network-only boundary; auth/CSRF is intentionally deferred.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Replaces the stub Planner's fixed describe_screen/[] behavior with a real
decision-maker: AIPlanner uses native tool/function calling (Anthropic or
OpenAI, pluggable via AI_PLANNER_PROVIDER) to select exactly one grounded
action per turn, with an explicit finish_task(success, reason) tool for
completion/failure instead of an ambiguous "no tool call" signal. Default
disabled (AI_PLANNER_ENABLED=false) and additive; TaskRunner falls back to
the existing stub Planner unchanged when disabled.
Amends CONSTITUTION.md's Perception Boundary with one narrow exception:
only the AI Planner may receive the current step's raw screenshot bytes
alongside Scene, for vision-grounded coordinate grounding. Also fixes a
latent gap in TaskRunner.run(): observe/plan exceptions are now caught per
iteration and turned into a failed task with a failure_reason, instead of
propagating uncaught.
openspec change: ai-planner-runtime.
Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>