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https://github.com/zvx-echo6/meshai.git
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Matt Johnson (via Claude)
f69a05dd6d
Phase 4 of FIRMS+WFIGS fusion. Foundation: every direct LLM DM
mentioning a fire/weather/quake/avalanche/flood/etc. keyword was
failing silently in prod with UnboundLocalError because router.py
referenced scope_type before assigning it. With that path restored,
two new features land: a twice-daily fire-digest scheduled broadcast
(LLM-rendered) and a ?status <fire_name> on-demand mesh-DM intent.
BUG-FIX ROOT CAUSE (Job Zero):
router.py:745 ("if should_inject_mesh and scope_type == 'env'") read
`scope_type` -- a local variable bound only at line 761 inside an
unrelated `if self.source_manager and self.mesh_reporter` block.
Python's lexical scoping made scope_type a local of the whole
generate_llm_response function, so reading it before the assignment
raised UnboundLocalError on every env-keyword DM. The exception
propagated to main.py's outer except, no response went out, bot
appeared dead on fire/weather/quake/avalanche/flood queries.
Evidence (synthetic in-process trace against the live container's
config + GoogleBackend):
"are there any fires near me?" -> UnboundLocalError (pre-fix)
-> real LLM answer (post-fix)
"Yes, there are a few active
fires reported in the region.
Salmon River: 4,200 acres, 78%
contained. Cache Peak: 1,847
acres, 23% contained. ..."
"what's the weather?" -> UnboundLocalError (pre-fix)
-> "I do not have current weather
information. I can tell you
about active fires, stream gauge
levels, space weather, or band
conditions if you'd like." (post-fix)
"hi there" -> normal LLM answer in both cases
Fix: hoist `scope_type, scope_value = self._detect_mesh_scope(query)`
to right after `should_inject_mesh` is computed; remove the
now-duplicate detection inside the source_manager block.
Secondary mitigation: tightened the "do not invent commands" prompt
with an explicit "if no list appears above, you have NO commands"
clause. The prior prompt told the LLM "answer based on the command
list provided below" without always providing one, so the LLM
hallucinated plausible-sounding !commands (the "use ! commands"
canned-looking response Matt was seeing on non-env queries).
PHASE 4 FEATURES:
1. Fire-digest scheduler (meshai/notifications/scheduled/fire_digest.py).
Modeled after BandConditionsScheduler. Runs in the pipeline's
start_pipeline coroutine alongside band_conditions + reminders.
On each slot (default 06:00 + 18:00 America/Boise):
- Queries active fires (tombstoned_at IS NULL) + last 24h passes.
- Builds a prompt asking for a single mesh-wire summary <= 200
chars.
- Calls the LLM (Google/Anthropic/OpenAI per config).
- Falls back to a terse "Fires today (N): Cache Peak 1847 ac;
Twin Peaks 320 ac; +N more" line when the LLM is unavailable.
- Dispatches via dispatcher.dispatch_scheduled_broadcast (same
path band_conditions uses).
Idempotency: v16.sql adds fire_digest_broadcasts(slot_epoch PK,
sent_at, summary, source). INSERT OR IGNORE pattern blocks the same
slot firing twice (matters when container restarts mid-day).
2. ?status <fire_name> on-demand intent (router.py).
Before falling through to the LLM, route() now checks for a leading
"?status" / "status:" sigil or natural-language triggers like
"how is X fire?". On match:
- _lookup_fire_fuzzy walks fires by exact -> startswith ->
contains -> word-overlap (skipping a trailing " fire" word so
"cache peak fire" matches "Cache Peak"). Active fires rank
above tombstoned ones.
- _build_fire_status_context composes a small context block
(name, acres, containment, county/state, last 3 passes with
drift).
- The query is REWRITTEN into an LLM prompt with that context
inlined; the rest of the normal LLM path (chunking, history,
summary persistence) runs unchanged.
Live verification: "?status Cache Peak" -> "The Cache Peak fire is
1,847 acres and 23% contained. It's located in Probe / ID.";
"?status Salmon" -> word-overlap matches "Salmon River" ->
"The Salmon River fire is 4,200 acres and 78% contained, located
in Probe / ID."
3. adapter_config rows (GUI-editable per CONFIG-vs-CODE rule):
fires.digest_enabled = true (master toggle)
fires.digest_schedule = ["06:00", "18:00"]
fires.digest_timezone = "America/Boise"
fires.digest_max_chars = 200
Schema (v16.sql):
- fire_digest_broadcasts(slot_epoch INTEGER PK, sent_at, summary,
source) with source in {'llm', 'fallback_terse', 'skipped_no_fires'}.
- Index on sent_at for ops queries.
Tests (tests/test_fire_tracker_phase4.py, 10 cases all green):
- Regression guard: scope_type appears as an assignment BEFORE the
env_reporter check (prevents the UnboundLocalError from coming back).
- adapter_config seeds all 4 digest keys with expected defaults.
- render_digest returns ('', 'no_fires') when no active fires.
- render_digest falls back to terse line when LLM is None; wire fits cap.
- render_digest with a stub LLM returns ('<llm text>', 'llm').
- _lookup_fire_fuzzy: exact, "X fire" trim, word-overlap, no-match.
- _maybe_rewrite_status_query: builds context-bearing prompt; returns
None on non-status queries.
Combined suite: 60 passed in 3.81s across phase1+phase2+phase3+phase4
+or-arch+include-roundtrip.
Live verification on CT108 after rebuild:
- v16 migration applied (schema_meta=16, no Traceback in 3 min).
- FireDigestScheduler started: enabled=True schedule=['06:00','18:00']
tz=America/Boise.
- LLM DM probe (real Gemini) returns real answers on env queries
(Bug A fixed end-to-end).
- ?status Cache Peak + ?status Salmon return fire-specific summaries.
- render_digest with real LLM returns source=llm + non-empty wire.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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|---|---|---|
| .. | ||
| fixtures/central_envelopes | ||
| conftest.py | ||
| test_adapter_avalanche.py | ||
| test_adapter_config_api.py | ||
| test_adapter_config_foundation.py | ||
| test_adapter_ducting.py | ||
| test_adapter_fires.py | ||
| test_adapter_firms.py | ||
| test_adapter_nws.py | ||
| test_adapter_roads511.py | ||
| test_adapter_swpc.py | ||
| test_adapter_traffic.py | ||
| test_adapter_usgs.py | ||
| test_adapter_usgs_quake.py | ||
| test_avalanche_v057.py | ||
| test_band_conditions.py | ||
| test_central_consumer.py | ||
| test_central_envelope_to_wire_v057.py | ||
| test_central_normalizer.py | ||
| test_central_region_routing.py | ||
| test_central_sub_adapter_routing.py | ||
| test_channel_rendering.py | ||
| test_cold_start_grace.py | ||
| test_config_loader.py | ||
| test_config_source_field.py | ||
| test_consumer_default_deny.py | ||
| test_curation.py | ||
| test_dashboard_config_save.py | ||
| test_dispatcher_persistence.py | ||
| test_env_reporter.py | ||
| test_fire_tracker_phase1.py | ||
| test_fire_tracker_phase2.py | ||
| test_fire_tracker_phase3.py | ||
| test_fire_tracker_phase4.py | ||
| test_fire_v057.py | ||
| test_firms_handler.py | ||
| test_incident_handler.py | ||
| test_include_roundtrip.py | ||
| test_itd_511_work_zone.py | ||
| test_notification_toggles.py | ||
| test_nwis_handler.py | ||
| test_nws_dedup_relaxation.py | ||
| test_nws_handler.py | ||
| test_or_arch_continuous.py | ||
| test_persistence.py | ||
| test_pipeline_digest.py | ||
| test_pipeline_grouper.py | ||
| test_pipeline_inhibitor_grouper.py | ||
| test_pipeline_persistence.py | ||
| test_pipeline_scheduler.py | ||
| test_pipeline_skeleton.py | ||
| test_pipeline_toggle_filter.py | ||
| test_quake_handler.py | ||
| test_reminders.py | ||
| test_renderers.py | ||
| test_rf_v057.py | ||
| test_router_env_scope.py | ||
| test_save_section_secret_preserve.py | ||
| test_seismic_v057.py | ||
| test_swpc_handler.py | ||
| test_tail_followups.py | ||
| test_tracking_v057.py | ||
| test_traffic_v057.py | ||
| test_v052_dispatcher.py | ||
| test_water_v057.py | ||
| test_weather_v057.py | ||
| test_wfigs_handler.py | ||
| test_work_zone_renderer.py | ||