feat(runtime): add planner reflection history with rationale and thinking
Tests / Test failed: 2, passed: 849

- ToolCallDecision captures thinking blocks and pre-tool text output
- AnthropicToolCallingClient supports optional extended thinking (budget_tokens + beta header)
- PlannedStep carries rationale and thinking from each LLM decision
- WorldEvent replaces scene_summary with rationale/thinking/page fields (backward-compatible)
- AI planner system prompt instructs reflection before each tool call
- _history_summary() emits compact {page, rationale, action, success} dicts
- Cloud DB migration 0011 adds nullable rationale/thinking columns to planner_decision_log
- OpenAI client extracts reasoning_content into thinking field
This commit is contained in:
2026-07-15 12:43:22 +08:00
parent 96e403ee47
commit a5aeb8889c
26 changed files with 903 additions and 25 deletions
@@ -0,0 +1,27 @@
"""Add rationale and thinking columns to planner_decision_log."""
from __future__ import annotations
import sqlalchemy as sa
from alembic import op
revision = "0011_planner_decision_log_reflection"
down_revision = "0010_skill_management"
branch_labels = None
depends_on = None
def upgrade() -> None:
op.add_column(
"planner_decision_log",
sa.Column("rationale", sa.Text(), nullable=True),
)
op.add_column(
"planner_decision_log",
sa.Column("thinking", sa.Text(), nullable=True),
)
def downgrade() -> None:
op.drop_column("planner_decision_log", "thinking")
op.drop_column("planner_decision_log", "rationale")