atlasbot: tighten fast facts

services/comms/scripts/atlasbot/bot.py

@@ -3605,10 +3605,25 @@ def _open_ended_multi(
 
 def _open_ended_total_steps(mode: str) -> int:
     if mode == "fast":
-        return 2
+        return 3
     return 7
 
 
+def _fast_fact_lines(
+    fact_lines: list[str],
+    fact_meta: dict[str, dict[str, Any]],
+    fact_ids: list[str],
+) -> list[str]:
+    if not fact_ids:
+        return fact_lines
+    selected = [
+        line
+        for line in fact_lines
+        if fact_meta.get(line, {}).get("id") in set(fact_ids)
+    ]
+    return selected or fact_lines
+
+
 def _open_ended_fast_single(
     prompt: str,
     *,
@@ -3642,6 +3657,27 @@ def _open_ended_fast(
     state: ThoughtState | None = None,
 ) -> str:
     model = _model_for_mode("fast")
+    if state:
+        state.update("selecting", step=2, note="picking key facts")
+    subjective = _is_subjective_query(prompt)
+    focus_tags = _preferred_tags_for_prompt(prompt)
+    if not focus_tags and subjective:
+        focus_tags = set(_ALLOWED_INSIGHT_TAGS)
+    primary_ids = _open_ended_select_facts(
+        prompt,
+        fact_pack=fact_pack,
+        fact_meta=fact_meta,
+        history_lines=history_lines,
+        focus_tags=focus_tags,
+        avoid_fact_ids=[],
+        count=3,
+        subjective=subjective,
+        state=state,
+        step=2,
+        model=model,
+    )
+    selected_lines = _fast_fact_lines(fact_lines, fact_meta, primary_ids)
+    fact_pack = _fact_pack_text(selected_lines, fact_meta)
     return _open_ended_fast_single(
         prompt,
         fact_pack=fact_pack,
@@ -4092,6 +4128,7 @@ def _ollama_call(
         "Do not suggest commands unless explicitly asked. "
         "Respond in plain sentences; do not return JSON or code fences unless explicitly asked. "
         "Translate metrics into natural language instead of echoing raw label/value pairs. "
+        "When providing counts or totals, use the exact numbers from the context; do not invent or truncate. "
         "Avoid bare lists unless the user asked for a list; weave numbers into sentences. "
         "Do not answer by only listing runbooks; if the question is about Atlas/Othrys, summarize the cluster first and mention docs only if useful. "
         "If the question is not about Atlas/Othrys and no cluster context is provided, answer using general knowledge and say when you are unsure. "