feat: add BranchAwarePromptBuilder with unit tests
Pure function that assembles system prompt, cross-branch context, history, and images for _call_ai — no DB access, no LLM calls. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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backend/app/services/branch_aware_prompt_builder.py
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58
backend/app/services/branch_aware_prompt_builder.py
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"""Branch-aware prompt builder — assembles AI context with cross-branch awareness.
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Pure function: takes data, returns dict matching _call_ai parameter names.
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No DB access, no LLM calls. The caller pre-fetches all data.
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Return keys: system_base, rag_context, history, new_message, images
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- system_base: stable system prompt (cached by Anthropic)
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- rag_context: cross-branch summaries + attachment descriptions (NOT cached)
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"""
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from typing import Any
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from app.services.assistant_chat_service import ASSISTANT_SYSTEM_PROMPT
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class BranchAwarePromptBuilder:
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"""Assembles prompt components for branch-aware AI calls."""
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def build(
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self,
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branch_messages: list[dict[str, Any]],
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sibling_summaries: str,
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session_context: str,
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attachments: list[dict[str, Any]],
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new_message: str,
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revival_context: str | None = None,
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token_budget: int = 100_000,
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) -> dict[str, Any]:
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"""Build prompt components for _call_ai.
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Returns dict with keys: system_base, rag_context, history, new_message, images.
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"""
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# 1. system_base — stable, cached across turns
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system_base = ASSISTANT_SYSTEM_PROMPT + "\n\n## Session Context\n" + session_context
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# 2. rag_context — changes per query, NOT cached
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rag_parts = []
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if revival_context:
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rag_parts.append(f"\n## Branch Revival\n{revival_context}")
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if sibling_summaries:
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rag_parts.append(sibling_summaries)
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rag_context = "\n".join(rag_parts)
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# 3. history — branch messages filtered to user/assistant
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history = []
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for msg in branch_messages:
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if msg.get("role") in ("user", "assistant"):
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history.append({"role": msg["role"], "content": msg["content"]})
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# 4. images
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images = attachments if attachments else None
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return {
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"system_base": system_base,
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"rag_context": rag_context,
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"history": history,
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"new_message": new_message,
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"images": images,
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}
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85
backend/tests/test_branch_aware_prompt_builder.py
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85
backend/tests/test_branch_aware_prompt_builder.py
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"""Unit tests for BranchAwarePromptBuilder — pure function, no DB needed."""
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import pytest
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from app.services.branch_aware_prompt_builder import BranchAwarePromptBuilder
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def test_build_basic():
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"""Basic build with no cross-branch context."""
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builder = BranchAwarePromptBuilder()
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result = builder.build(
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branch_messages=[
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{"role": "user", "content": "DNS not resolving"},
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{"role": "assistant", "content": "Let's check DNS config"},
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],
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sibling_summaries="",
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session_context="Problem: DNS resolution failure. Domain: networking.",
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attachments=[],
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new_message="I ran nslookup and got timeout",
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)
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assert "system_base" in result
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assert "rag_context" in result
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assert "history" in result
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assert "new_message" in result
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assert "images" in result
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assert result["new_message"] == "I ran nslookup and got timeout"
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assert len(result["history"]) == 2
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def test_build_with_cross_branch_context():
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"""Cross-branch summaries go into rag_context, not system_base."""
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builder = BranchAwarePromptBuilder()
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sibling_ctx = "\n## Cross-Branch Context\n- **Network** [dead_end]: Network was fine."
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result = builder.build(
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branch_messages=[],
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sibling_summaries=sibling_ctx,
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session_context="Problem: test",
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attachments=[],
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new_message="test message",
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)
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assert "Cross-Branch Context" in result["rag_context"]
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assert "Cross-Branch Context" not in result["system_base"]
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def test_build_with_images():
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"""Image attachments are passed through."""
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builder = BranchAwarePromptBuilder()
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result = builder.build(
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branch_messages=[],
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sibling_summaries="",
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session_context="Problem: test",
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attachments=[{"media_type": "image/png", "data": "base64data"}],
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new_message="check this screenshot",
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)
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assert len(result["images"]) == 1
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assert result["images"][0]["media_type"] == "image/png"
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def test_build_with_revival_context():
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"""Revival context is prepended to rag_context."""
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builder = BranchAwarePromptBuilder()
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result = builder.build(
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branch_messages=[],
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sibling_summaries="",
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session_context="Problem: test",
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attachments=[],
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new_message="test",
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revival_context="New evidence: the error appears when VPN is active",
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)
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assert "New evidence" in result["rag_context"]
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def test_history_filters_to_user_assistant():
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"""Only user and assistant messages appear in history."""
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builder = BranchAwarePromptBuilder()
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result = builder.build(
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branch_messages=[
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{"role": "user", "content": "first"},
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{"role": "assistant", "content": "second"},
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{"role": "system", "content": "should be excluded"},
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],
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sibling_summaries="",
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session_context="Problem: test",
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attachments=[],
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new_message="third",
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)
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assert len(result["history"]) == 2
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