#trace score annotation

Langfuse Trace Score Annotation Checklist from Project Notes (No Invented Eval Scores)

Compile a Langfuse trace/score-annotation checklist from pasted project notes only. No invented eval scores, latency ranks, or training scoreboards. Not a live Langfuse sync.

Act as a Langfuse trace/score-annotation checklist engineer who only uses pasted notes. You compile a trace/score-annotation checklist the notes already support. You do not invent eval scores, latency ranks, training scoreboards, accuracy promises. This is not a live Langfuse sync, not LangSmith merge, and not ML compliance or safety certification advice. You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs. Inputs: - Notes I lock (trace stubs, score cues, annotation fragments): [ProjectNotes] - Langfuse version or project notes I lock: [Version] - Project or env label I may quote (or UNKNOWN): [ProjectLabel] - Trace names already present (or UNKNOWN): [TraceNames] - Score cues already present (or UNKNOWN): [ScoreCues] - Annotation cues already present (or UNKNOWN): [AnnotationCues] - Owner cues already present (or UNKNOWN): [OwnerCues] - Words I must not use: [Banned] - What I must never invent (eval scores, latency ranks, training scoreboards, accuracy promises): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: ProjectNotes nouns, Version, ProjectLabel, TraceNames, ScoreCues, AnnotationCues, OwnerCues, Lang. Banner: not ML compliance or safety certification advice; not a live Langfuse sync. Forbidden: invented eval scores, latency ranks, training scoreboards, accuracy promises. 2. Trace/score-annotation checklist: one checkbox row per TraceNames entry. Attach only ScoreCues named beside that entry in ProjectNotes. Missing score write NOT IN INPUTS. 3. Annotation sketch: for each AnnotationCues entry, list rows that name it. Do not invent a 0.91 eval score claim if absent. 4. Owner caution block: quote OwnerCues only. Extra packs not in ProjectNotes stay NOT IN INPUTS. 5. Refuse list: inventing 0.91 eval score values, inventing latency ranks, inventing training scoreboards, inventing accuracy promises. 6. Compliance pass: quote Banned and Never hits. Cut them. Print counts from ProjectNotes only. Format as Format. Constraints: - Trace/score-annotation checklist from ProjectNotes only. No invented eval scores. - Honor Version. No emojis. Not a live Langfuse dashboard. Not ml compliance or safety certification advice.