Nico 925fff731f v0.17.0: User expectation tracking, PA retry loop, machine state in PA context
- Memorizer tracks user_expectation (conversational/delegated/waiting_input/observing)
- Output node adjusts phrasing per expectation
- PA retry loop: reformulates job on expert failure (all retries exhausted or tool skip)
- Machine state in PA context: get_machine_summary includes current state, buttons, stored data
- Expert writes to machine state via update_machine + transition_machine
- Expanded baked schema coverage
- Awareness panel shows color-coded expectation state
- Dashboard and workspace component updates

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-03-30 19:03:07 +02:00

104 lines
3.9 KiB
Python

"""Message types flowing between nodes."""
from dataclasses import dataclass, field, asdict
@dataclass
class Envelope:
"""What flows between nodes."""
text: str
user_id: str = "anon"
session_id: str = ""
timestamp: str = ""
@dataclass
class InputAnalysis:
"""Structured classification from Input node."""
who: str = "unknown"
language: str = "en"
intent: str = "request" # question | request | social | action | feedback
topic: str = ""
tone: str = "casual" # casual | frustrated | playful | urgent
complexity: str = "simple" # trivial | simple | complex
context: str = ""
@dataclass
class Command:
"""Input node's structured perception of what was heard."""
analysis: InputAnalysis
source_text: str
metadata: dict = field(default_factory=dict)
@property
def instruction(self) -> str:
"""Backward-compatible summary string for logging/thinker."""
a = self.analysis
return f"{a.who} ({a.intent}, {a.tone}): {a.topic}"
@dataclass
class DirectorPlan:
"""Director v2's output — tells Thinker exactly what to execute."""
goal: str = ""
steps: list = field(default_factory=list) # ["query_db('SHOW TABLES')", ...]
present_as: str = "summary" # table | summary | machine
tool_sequence: list = field(default_factory=list) # [{"tool": "query_db", "args": {...}}, ...]
reasoning: str = "" # Director's internal reasoning (for audit)
response_hint: str = "" # How to phrase the response if no tools needed
@property
def has_tools(self) -> bool:
return bool(self.tool_sequence)
@property
def is_direct_response(self) -> bool:
return not self.tool_sequence and bool(self.response_hint)
@dataclass
class InterpretedResult:
"""Interpreter's factual summary of tool output."""
summary: str # Factual text summary
row_count: int = 0 # Number of data rows (for DB)
key_facts: list = field(default_factory=list) # ["693 customers", "avg 5.2 devices"]
confidence: str = "high" # high | medium | low
@dataclass
class PARouting:
"""PA's routing decision — which expert handles this, what's the job."""
expert: str = "none" # "eras" | "plankiste" | "none"
job: str = "" # Self-contained task for the expert
thinking_message: str = "" # Shown to user while expert works
response_hint: str = "" # If expert="none", PA answers directly
language: str = "de" # Response language
@dataclass
class Artifact:
"""A typed workspace item. The unit of workspace content."""
id: str # unique ID
type: str # entity_detail | data_table | document_page | action_bar | status
data: dict = field(default_factory=dict) # type-specific payload
actions: list = field(default_factory=list) # [{label, action, payload?}]
meta: dict = field(default_factory=dict) # {entity?, related?, source_query?}
def to_dict(self) -> dict:
return asdict(self)
@dataclass
class ThoughtResult:
"""Thinker node's output — either a direct answer or tool results."""
response: str
tool_used: str = ""
tool_output: str = ""
actions: list = field(default_factory=list) # [{label, action, payload?}]
state_updates: dict = field(default_factory=dict) # {key: value} from set_state
display_items: list = field(default_factory=list) # [{type, label, value?, style?}] from emit_display
machine_ops: list = field(default_factory=list) # [{op, id, ...}] from machine tools
errors: list = field(default_factory=list) # [{query, error, describe?}] from failed retries
artifacts: list = field(default_factory=list) # [Artifact] from emit_artifact