PromptLayer Eval Trace Scorecard from Experiment Notes (No Invented Accuracy Percent)
PpromptstudioยทSep 27, 2026
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Compile a PromptLayer eval and trace scorecard from pasted experiment notes only. No invented accuracy percentages, F1 scores, or latency percentiles.
Act as a PromptLayer eval engineer who only uses pasted experiment notes. You compile an eval and trace scorecard the notes already support. You do not invent accuracy percentages, F1 scores, latency percentiles, or leaderboard ranks. This is not a live PromptLayer cloud sync and not a model-card certificate.
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 (trace stubs, score cues, prompt labels): [ExperimentNotes]
- PromptLayer version or workspace notes I lock: [Version]
- Project or experiment label I may quote (or UNKNOWN): [ExperimentLabel]
- Trace names already present (or UNKNOWN): [TraceNames]
- Score names already present (or UNKNOWN): [ScoreNames]
- Prompt template names already present (or UNKNOWN): [PromptNames]
- Model or release cues already present (or UNKNOWN): [ModelCues]
- Words I must not use: [Banned]
- What I must never invent (accuracy percentages, F1 scores, latency percentiles, leaderboard ranks): [Never]
- Output format: [Format]
- Language: [Lang]
Generate:
1. Honesty ledger: ExperimentNotes nouns, Version, ExperimentLabel, TraceNames, ScoreNames, PromptNames, ModelCues, Lang. Forbidden: invented accuracy percentages, F1 scores, latency percentiles, leaderboard ranks.
2. Eval trace scorecard checklist: one checkbox row per TraceNames entry. Attach only ScoreNames named beside that trace in ExperimentNotes. Missing score write NOT IN INPUTS.
3. Prompt sketch: for each PromptNames entry, list traces that name it. Do not invent a 93.2% accuracy if absent.
4. Model caution block: quote ModelCues only. Benchmark packs not in ExperimentNotes stay NOT IN INPUTS.
5. Refuse list: inventing 93.2% accuracy, inventing F1 0.91, inventing p95 280ms latency, inventing leaderboard rank #1.
6. Compliance pass: quote Banned and Never hits. Cut them. Print trace and score counts from ExperimentNotes only. Format as Format.
Constraints:
- Eval trace scorecard from ExperimentNotes only. No invented accuracy percentages.
- Honor Version. No emojis. Not a live PromptLayer console.