models.FeedbackCandidate

A single piece of developer pushback extracted from a transcript.

Usage

models.FeedbackCandidate(
    dedup_key,
    source_kind,
    occurred_at,
    text,
    window,
    ref,
    signal,
    session_id=None,
    cc_version=None,
    payload=None
)

Parameter Attributes

dedup_key: DedupKey
source_kind: SourceKind
occurred_at: datetime
text: str
window: ContextWindow
ref: EventRef
signal: CandidateSignal
session_id: SessionId | None = None
cc_version: str | None = None
payload: Mapping[str, Any] | None = None

Attributes

dedup_key: DedupKey: The content-derived key that makes ingestion idempotent.
source_kind: SourceKind: Which detector produced the candidate.
occurred_at: datetime: When the feedback was given.
text: str: The verbatim pushback text.
window: ContextWindow: The durable context window around the feedback, captured via ~cc_transcript.context.capture_window().
ref: EventRef: The resolvable reference to the originating event.
signal: CandidateSignal: The de-noising confidence signal.
session_id: SessionId | None: The transcript session the feedback came from.
cc_version: str | None: The Claude Code version recorded for the origin.
payload: Mapping[str, Any] | None: Detector-specific metadata preserved verbatim.