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fix: background tasks now fetch real page content; add task-status tools
Background research tasks were producing garbage or failing because the
self-hosted Firecrawl /v1/scrape defaults to a ~30s timeout that's too short
for heavy news/research sites, and the small LLM won't reliably chain a
second scrape call after a search that only returns snippets.

task_worker.py:
- web_search now auto-fetches the top results directly from the container
  (which has working outbound internet) and returns their real text, so the
  model gets actual page content in one call instead of snippet echoes.
- web_scrape requests timeout: 90000 (Firecrawl renders heavy sites but needs
  >30s), and falls back to a direct container fetch with tag-stripping if
  Firecrawl times out or returns nothing.

task_registry.py / dispatch_mcp.py:
- Add task_status(id) and list_tasks() tools so Hope can check the live state
  of any dispatched task (pending / running / completed / failed / STALLED).
- Track last_activity per task and surface a stall heuristic.
- Move the status summary into task_registry (no mcp dependency) so it's
  unit-testable.

agent.py: prompt tells Hope about task_status / list_tasks.
tests: add task-status summary and last-activity regression tests.
2026-08-30 06:54:57 -04:00
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Real-time voice assistant: LiveKit + Azure Speech + local Gemma LLM
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