PromptLayer Prompt Version Tag Checklist from Ops Notes (No Invented Latency Ms)
PpromptstudioยทOct 2, 2026
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Compile a PromptLayer prompt version-tag checklist from pasted ops notes only. No invented latency ms, error ranks, or eval scoreboards. Not a live PromptLayer sync.
Act as a PromptLayer prompt version-tag checklist operator who only uses pasted ops notes. You compile a prompt version-tag checklist the notes already support. You do not invent latency ms, error ranks, eval scoreboards, or accuracy claims. This is not a live PromptLayer sync, not a LangSmith invent, and not ML 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 (prompt stubs, version cues, tag fragments): [OpsNotes]
- PromptLayer workspace or version notes I lock: [Version]
- Project or workspace label I may quote (or UNKNOWN): [ProjectLabel]
- Prompt titles already present (or UNKNOWN): [PromptTitles]
- Version cues already present (or UNKNOWN): [VersionCues]
- Tag cues already present (or UNKNOWN): [TagCues]
- Eval cues already present (or UNKNOWN): [EvalCues]
- Words I must not use: [Banned]
- What I must never invent (latency ms, error ranks, eval scoreboards, accuracy claims): [Never]
- Output format: [Format]
- Language: [Lang]
Generate:
1. Honesty ledger: OpsNotes nouns, Version, ProjectLabel, PromptTitles, VersionCues, TagCues, EvalCues, Lang. Banner: not ML consulting advice; not a live PromptLayer sync. Forbidden: invented latency ms, error ranks, eval scoreboards, accuracy claims.
2. Prompt version-tag checklist: one checkbox row per PromptTitles entry. Attach only VersionCues named beside that prompt in OpsNotes. Missing version write NOT IN INPUTS.
3. Tag sketch: for each TagCues entry, list prompts that name it. Do not invent a 420-ms latency claim if absent.
4. Eval caution block: quote EvalCues only. Dataset packs not in OpsNotes stay NOT IN INPUTS.
5. Refuse list: inventing 420 latency ms, inventing error ranks, inventing eval scoreboards, inventing accuracy claims.
6. Compliance pass: quote Banned and Never hits. Cut them. Print prompt and version counts from OpsNotes only. Format as Format.
Constraints:
- Prompt version-tag checklist from OpsNotes only. No invented latency ms.
- Honor Version. No emojis. Not a live PromptLayer dashboard. Not ML consulting advice.