refactor: break up think_once() into testable helpers (#518)
Co-authored-by: Kimi Agent <kimi@timmy.local> Co-committed-by: Kimi Agent <kimi@timmy.local>
This commit was merged in pull request #518.
This commit is contained in:
@@ -232,6 +232,90 @@ class ThinkingEngine:
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return False # Disabled — never idle
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return datetime.now(UTC) - self._last_input_time > timedelta(minutes=timeout)
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def _build_thinking_context(self) -> tuple[str, str, list["Thought"]]:
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"""Assemble the context needed for a thinking cycle.
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Returns:
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(memory_context, system_context, recent_thoughts)
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"""
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memory_context = self._load_memory_context()
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system_context = self._gather_system_snapshot()
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recent_thoughts = self.get_recent_thoughts(limit=5)
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return memory_context, system_context, recent_thoughts
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async def _generate_novel_thought(
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self,
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prompt: str | None,
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memory_context: str,
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system_context: str,
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recent_thoughts: list["Thought"],
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) -> tuple[str | None, str]:
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"""Run the dedup-retry loop to produce a novel thought.
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Returns:
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(content, seed_type) — content is None if no novel thought produced.
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"""
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seed_type: str = "freeform"
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for attempt in range(self._MAX_DEDUP_RETRIES + 1):
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if prompt:
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seed_type = "prompted"
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seed_context = f"Journal prompt: {prompt}"
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else:
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seed_type, seed_context = self._gather_seed()
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continuity = self._build_continuity_context()
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full_prompt = _THINKING_PROMPT.format(
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memory_context=memory_context,
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system_context=system_context,
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seed_context=seed_context,
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continuity_context=continuity,
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)
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try:
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raw = await self._call_agent(full_prompt)
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except Exception as exc:
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logger.warning("Thinking cycle failed (Ollama likely down): %s", exc)
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return None, seed_type
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if not raw or not raw.strip():
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logger.debug("Thinking cycle produced empty response, skipping")
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return None, seed_type
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content = raw.strip()
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# Dedup: reject thoughts too similar to recent ones
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if not self._is_too_similar(content, recent_thoughts):
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return content, seed_type # Good — novel thought
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if attempt < self._MAX_DEDUP_RETRIES:
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logger.info(
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"Thought too similar to recent (attempt %d/%d), retrying with new seed",
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attempt + 1,
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self._MAX_DEDUP_RETRIES + 1,
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)
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else:
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logger.warning(
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"Thought still repetitive after %d retries, discarding",
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self._MAX_DEDUP_RETRIES + 1,
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)
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return None, seed_type
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return None, seed_type
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async def _process_thinking_result(self, thought: "Thought") -> None:
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"""Run all post-hooks after a thought is stored."""
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self._maybe_check_memory()
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await self._maybe_distill()
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await self._maybe_file_issues()
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await self._check_workspace()
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self._maybe_check_memory_status()
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self._update_memory(thought)
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self._log_event(thought)
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self._write_journal(thought)
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await self._broadcast(thought)
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async def think_once(self, prompt: str | None = None) -> Thought | None:
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"""Execute one thinking cycle.
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@@ -257,91 +341,21 @@ class ThinkingEngine:
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)
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return None
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memory_context = self._load_memory_context()
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system_context = self._gather_system_snapshot()
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recent_thoughts = self.get_recent_thoughts(limit=5)
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content: str | None = None
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seed_type: str = "freeform"
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for attempt in range(self._MAX_DEDUP_RETRIES + 1):
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if prompt:
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seed_type = "prompted"
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seed_context = f"Journal prompt: {prompt}"
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else:
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seed_type, seed_context = self._gather_seed()
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continuity = self._build_continuity_context()
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full_prompt = _THINKING_PROMPT.format(
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memory_context=memory_context,
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system_context=system_context,
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seed_context=seed_context,
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continuity_context=continuity,
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)
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try:
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raw = await self._call_agent(full_prompt)
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except Exception as exc:
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logger.warning("Thinking cycle failed (Ollama likely down): %s", exc)
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return None
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if not raw or not raw.strip():
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logger.debug("Thinking cycle produced empty response, skipping")
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return None
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content = raw.strip()
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# Dedup: reject thoughts too similar to recent ones
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if not self._is_too_similar(content, recent_thoughts):
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break # Good — novel thought
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if attempt < self._MAX_DEDUP_RETRIES:
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logger.info(
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"Thought too similar to recent (attempt %d/%d), retrying with new seed",
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attempt + 1,
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self._MAX_DEDUP_RETRIES + 1,
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)
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content = None # Will retry
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else:
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logger.warning(
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"Thought still repetitive after %d retries, discarding",
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self._MAX_DEDUP_RETRIES + 1,
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)
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return None
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memory_context, system_context, recent_thoughts = self._build_thinking_context()
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content, seed_type = await self._generate_novel_thought(
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prompt,
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memory_context,
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system_context,
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recent_thoughts,
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)
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if not content:
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return None
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thought = self._store_thought(content, seed_type)
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self._last_thought_id = thought.id
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# Post-hook: check memory status periodically
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self._maybe_check_memory()
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# Post-hook: distill facts from recent thoughts periodically
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await self._maybe_distill()
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# Post-hook: file Gitea issues for actionable observations
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await self._maybe_file_issues()
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# Post-hook: check workspace for new messages from Hermes
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await self._check_workspace()
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# Post-hook: proactive memory status audit
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self._maybe_check_memory_status()
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# Post-hook: update MEMORY.md with latest reflection
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self._update_memory(thought)
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# Log to swarm event system
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self._log_event(thought)
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# Append to daily journal file
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self._write_journal(thought)
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# Broadcast to WebSocket clients
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await self._broadcast(thought)
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await self._process_thinking_result(thought)
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logger.info(
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"Thought [%s] (%s): %s",
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