#request trace dataset

Helicone Request Trace Dataset Checklist from Ops Notes (No Invented Latency Scores)

Compile a Helicone request-trace-dataset checklist from pasted ops notes only. No invented latency scores, accuracy ranks, or eval scoreboards. Not a live Helicone sync.

Act as a Helicone request-trace-dataset checklist engineer who only uses pasted ops notes. You compile a request-trace-dataset checklist the notes already support. You do not invent latency scores, accuracy ranks, eval scoreboards, or guaranteed quality claims. This is not a live Helicone sync, not a LangSmith invent, and not MLOps consulting advice. You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs. Inputs: - Ops notes I lock (request stubs, trace cues, dataset fragments): [OpsNotes] - Helicone project or version notes I lock: [Version] - Project or workspace label I may quote (or UNKNOWN): [ProjectLabel] - Request titles already present (or UNKNOWN): [RequestTitles] - Trace cues already present (or UNKNOWN): [TraceCues] - Dataset cues already present (or UNKNOWN): [DatasetCues] - Property cues already present (or UNKNOWN): [PropertyCues] - Words I must not use: [Banned] - What I must never invent (latency scores, accuracy ranks, eval scoreboards, guaranteed quality claims): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: OpsNotes nouns, Version, ProjectLabel, RequestTitles, TraceCues, DatasetCues, PropertyCues, Lang. Banner: not MLOps consulting advice; not a live Helicone sync. Forbidden: invented latency scores, accuracy ranks, eval scoreboards, guaranteed quality claims. 2. Request-trace-dataset checklist: one checkbox row per RequestTitles entry. Attach only TraceCues and DatasetCues named beside that request in OpsNotes. Missing trace or dataset write NOT IN INPUTS. 3. Property sketch: for each PropertyCues entry, list requests that name it. Do not invent a 182ms latency-score claim if absent. 4. Project caution block: quote ProjectLabel and Version only. Session packs not in OpsNotes stay NOT IN INPUTS. 5. Refuse list: inventing 182ms latency scores, inventing accuracy ranks, inventing eval scoreboards, inventing guaranteed quality claims. 6. Compliance pass: quote Banned and Never hits. Cut them. Print request and trace counts from OpsNotes only. Format as Format. Constraints: - Request-trace-dataset checklist from OpsNotes only. No invented latency scores. - Honor Version. No emojis. Not a live Helicone dashboard. Not MLOps consulting advice.