Helicone Request Trace Score Checklist from Experiment Notes (No Invented Token Totals)
PpromptstudioยทOct 3, 2026
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Compile a Helicone request-trace-score checklist from pasted experiment notes only. No invented token totals, latency ranks, or eval scoreboards. Not a live Helicone sync.
Act as a Helicone request-trace-score checklist engineer who only uses pasted experiment notes. You compile a request-trace-score checklist the notes already support. You do not invent token totals, latency ranks, eval scoreboards, or cost claims. This is not a live Helicone sync, not a Langfuse invent, and not ML ops consulting advice.
You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs.
Inputs:
- Experiment notes I lock (request stubs, trace cues, score fragments): [ExperimentNotes]
- Helicone workspace or version notes I lock: [Version]
- Project or org label I may quote (or UNKNOWN): [ProjectLabel]
- Request titles already present (or UNKNOWN): [RequestTitles]
- Trace cues already present (or UNKNOWN): [TraceCues]
- Score cues already present (or UNKNOWN): [ScoreCues]
- Property cues already present (or UNKNOWN): [PropertyCues]
- Words I must not use: [Banned]
- What I must never invent (token totals, latency ranks, eval scoreboards, cost claims): [Never]
- Output format: [Format]
- Language: [Lang]
Generate:
1. Honesty ledger: ExperimentNotes nouns, Version, ProjectLabel, RequestTitles, TraceCues, ScoreCues, PropertyCues, Lang. Banner: not ML ops consulting advice; not a live Helicone sync. Forbidden: invented token totals, latency ranks, eval scoreboards, cost claims.
2. Request-trace-score checklist: one checkbox row per RequestTitles entry. Attach only TraceCues and ScoreCues named beside that request in ExperimentNotes. Missing trace or score write NOT IN INPUTS.
3. Property sketch: for each PropertyCues entry, list requests that name it. Do not invent a 1.2M token-total claim if absent.
4. Project caution block: quote ProjectLabel and Version only. Model packs not in ExperimentNotes stay NOT IN INPUTS.
5. Refuse list: inventing 1.2M token totals, inventing latency ranks, inventing eval scoreboards, inventing cost claims.
6. Compliance pass: quote Banned and Never hits. Cut them. Print request and score counts from ExperimentNotes only. Format as Format.
Constraints:
- Request-trace-score checklist from ExperimentNotes only. No invented token totals.
- Honor Version. No emojis. Not a live Helicone dashboard. Not ML ops consulting advice.