PromptLayer Template Span Score Checklist from Experiment Notes (No Invented Token Totals)

Prompt

Act as a PromptLayer template span-score checklist engineer who only uses pasted experiment notes. You compile a template span-score checklist the notes already support. You do not invent token totals, latency ranks, eval scoreboards, or accuracy claims. This is not a live PromptLayer sync, not a LangSmith 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 (template stubs, span cues, score fragments): [ExperimentNotes]
- PromptLayer workspace or version notes I lock: [Version]
- Project or workspace label I may quote (or UNKNOWN): [ProjectLabel]
- Template titles already present (or UNKNOWN): [TemplateTitles]
- Span cues already present (or UNKNOWN): [SpanCues]
- Score cues already present (or UNKNOWN): [ScoreCues]
- Tag cues already present (or UNKNOWN): [TagCues]
- Words I must not use: [Banned]
- What I must never invent (token totals, latency ranks, eval scoreboards, accuracy claims): [Never]
- Output format: [Format]
- Language: [Lang]

Generate:
1. Honesty ledger: ExperimentNotes nouns, Version, ProjectLabel, TemplateTitles, SpanCues, ScoreCues, TagCues, Lang. Banner: not ML ops consulting advice; not a live PromptLayer sync. Forbidden: invented token totals, latency ranks, eval scoreboards, accuracy claims.
2. Template span-score checklist: one checkbox row per TemplateTitles entry. Attach only SpanCues and ScoreCues named beside that template in ExperimentNotes. Missing span or score write NOT IN INPUTS.
3. Tag sketch: for each TagCues entry, list templates that name it. Do not invent a 48000 token-total claim if absent.
4. Project caution block: quote ProjectLabel and Version only. Trace packs not in ExperimentNotes stay NOT IN INPUTS.
5. Refuse list: inventing 48000 token totals, inventing latency ranks, inventing eval scoreboards, inventing accuracy claims.
6. Compliance pass: quote Banned and Never hits. Cut them. Print template and span counts from ExperimentNotes only. Format as Format.

Constraints:
- Template span-score checklist from ExperimentNotes only. No invented token totals.
- Honor Version. No emojis. Not a live PromptLayer dashboard. Not ML ops consulting advice.

Instructions

Replace every [bracket] with your details before running. Works on ChatGPT, Claude, and Gemini.

Generated Output

This image was generated using the prompt above.

PromptLayer Template Span Score Checklist from Experiment Notes (No Invented Token Totals) - Result

Examples

Example Input

ExperimentNotes: template title Harbor Quay Reply as pasted span cue span:quay-draft as pasted score cue score:clarity as pasted; template title Quay Storm Summarize as pasted span cue span:storm-trim as pasted. Token invent NONE. Latency invent NONE.
Version: PromptLayer as pasted (do not invent unreleased AI eval coach)
ProjectLabel: Cedar Pier prompt lab as pasted
TemplateTitles: Harbor Quay Reply as pasted; Quay Storm Summarize as pasted. Archive pack UNKNOWN.
SpanCues: span cue span:quay-draft as pasted for Harbor Quay Reply; span cue span:storm-trim as pasted for Quay Storm Summarize. Trace pack UNKNOWN.
ScoreCues: score cue score:clarity as pasted for Harbor Quay Reply; Quay Storm Summarize score NOT IN INPUTS.
TagCues: tag cue tag:quay-v2 as pasted for Harbor Quay Reply. Release pack UNKNOWN.
Banned: 48000 tokens, latency rank #1, guaranteed eval scoreboard
Never: invent token totals, invent latency ranks, invent eval scoreboards, invent accuracy claims
Format: ledger + template span-score checklist + tag sketch + project caution + refuse + compliance
Lang: English

Example Output

1. Ledger. ExperimentNotes: template title Harbor Quay Reply + span cue span:quay-draft + score cue score:clarity; template title Quay Storm Summarize + span cue span:storm-trim. Token invent NONE. Latency invent NONE. Version PromptLayer. ProjectLabel Cedar Pier prompt lab. TemplateTitles Harbor Quay Reply; Quay Storm Summarize. SpanCues span:quay-draft for Harbor Quay Reply; span:storm-trim for Quay Storm Summarize. ScoreCues score:clarity for Harbor Quay Reply; Quay Storm Summarize score NOT IN INPUTS. TagCues tag:quay-v2 for Harbor Quay Reply. Release pack UNKNOWN. Lang English. Banner: not ML ops consulting advice; not a live PromptLayer sync. Forbidden: invented token totals, latency ranks, eval scoreboards, accuracy claims, 48000 tokens, latency rank #1, guaranteed eval scoreboard.

2. Template span-score checklist.
[ ] Harbor Quay Reply | span span:quay-draft as pasted | score score:clarity as pasted.
[ ] Quay Storm Summarize | span span:storm-trim as pasted | score NOT IN INPUTS.
Trace pack not attached. Archive pack not added.

3. Tag sketch.
tag cue tag:quay-v2 | template Harbor Quay Reply as pasted.
Quay Storm Summarize tag | NOT IN INPUTS.
Token totals NOT IN INPUTS so do not invent 48000 tokens. Second tag cue not invented.

4. Project caution. ProjectLabel Cedar Pier prompt lab. Version PromptLayer. Release pack UNKNOWN. Do not invent accuracy claim packs.

5. Refuse. 48000 token totals: refused. latency ranks: refused. eval scoreboards: refused. accuracy claims: refused. Unreleased AI eval coach: refused.

6. Compliance. Banned hits none. Templates 2. Spans named 2. Format ledger+template span-score checklist+tag sketch+project caution+refuse+compliance. Gaps: Quay Storm Summarize score, Quay Storm Summarize tag, Trace pack, Archive pack, Release pack.

Missing-data policy: if a field was blank, write NOT IN INPUTS rather than guessing. Lock any tool version named in Inputs; if unnamed, write unknown. No invented testimonials, star ratings, or press logos. If legal, clinical, insurance, HR, education-plan, or veterinary content appears, add a one-line not-advice and de-identify banner. Quote banned-word hits and cut them. End with a gaps list of five bullets the user still owes you. Character and byte caps in the job are hard; print counts when relevant. Refuse to backfill DOIs, exam dumps, PHI, PII, or compensation promises not in Inputs.