Fix agent action failures from live game testing #5

Context

First live game test (5 ticks, Nemotron 3 Nano 4B, Crashlanded scenario) achieved 87% action execution rate. The 13% failures are all agent prompt/schema issues — the RIMAPI endpoints work correctly when given valid parameters.

Failures to Fix

1. place_blueprint — "Blueprint is null"

Root cause: Agent sends raw params dict but RIMAPI's BuilderService expects a specific PasteAreaRequestDto with map ID, area bounds, and building defs. The agent doesn't know the blueprint format.
Fix: Either teach agents the correct blueprint schema in their system prompt, or add a simpler place_building(def_name, x, z) wrapper that constructs the DTO.

2. haul_resource — "Pawn could not accept job HaulToCell"

Root cause: HaulToCell is not the correct RimWorld JobDef name. The actual haul jobs are HaulToContainer, HaulToCell (needs valid target cell), or just Haul with a target thing.
Fix: Map haul_resource to Haul JobDef with the target thing ID from params, or use work priority approach (set hauling priority to 1) instead of direct job assignment.

3. toggle_power — "Building not found: 0"

Root cause: Agent sends building_id=0 because it doesn't have building IDs in its filtered state. The state adapter doesn't expose individual building data.
Fix: Enrich the state adapter to include building IDs from /api/v1/map/buildings, so agents can reference real buildings.

4. Missing target_colonist_id on pawn-targeting actions

Root cause: Agents sometimes output actions (bed rest, medicine, draft, recreation) without specifying which colonist. The executor now skips these gracefully, but they should be valid.
Fix: Reinforce in system prompts that pawn-targeting actions MUST include target_colonist_id. Possibly add JSON schema validation that rejects plans with missing IDs for pawn actions.

Impact

Fixing these would push execution rate from 87% → ~95%+. The guards in the executor prevent crashes, but the actions should succeed, not be skipped.

Files Likely Modified

• src/rle/agents/base_role.py — system prompt improvements
• src/rle/agents/resource_manager.py — haul action format
• src/rle/agents/construction_planner.py — blueprint format
• src/rle/orchestration/action_executor.py — haul job mapping
• src/rle/rimapi/client.py — state adapter enrichment (building IDs)

@CalebisGross — these are all prompt/schema tuning issues from the first live test. The RIMAPI integration is solid. Want to split these up or tackle as a batch?

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