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Introduces the new planner pipeline both the webapp runner and the mana-ai tick will swap onto in the next commits. Additive for now — the legacy buildPlannerPrompt + parsePlannerResponse stay exported so callers can migrate one at a time; they get removed once the last consumer is gone. - planner/loop.ts — runPlannerLoop orchestrates a multi-turn chat against a caller-supplied LlmClient. Tool-calls from the LLM are handed to an onToolCall callback and their results fed back as tool-messages. Parallel tool-calls in one turn execute sequentially to keep the message log linear for debugging. Stops on assistant stop, empty tool_calls, or a hard max-rounds ceiling (default 5). - planner/system-prompt.ts — new buildSystemPrompt. ~40-line German system frame, no tool listing (the SDK-level tools field carries the schemas now), no JSON format example, no "please return JSON" plea. User frame renders mission + linked inputs + last 3 iteration summaries, same as before. - Five test cases covering the loop: immediate stop, single tool call with result feedback, parallel calls execute in order, tool failures propagate as tool-messages the LLM can react to, and maxRounds ceiling fires with the right stopReason. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> |
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