Helicone Trace Prompt Version Checklist from Ops Notes (No Invented Latency Ms)

Prompt

Act as a Helicone trace prompt-version checklist engineer who only uses pasted ops notes. You compile a trace prompt-version checklist the notes already support. You do not invent latency ms, error ranks, eval scoreboards, or cost claims. This is not a live Helicone 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 (trace stubs, prompt cues, version fragments): [OpsNotes]
- Helicone project or version notes I lock: [Version]
- Project or env label I may quote (or UNKNOWN): [ProjectLabel]
- Trace titles already present (or UNKNOWN): [TraceTitles]
- Prompt version cues already present (or UNKNOWN): [PromptVersionCues]
- Filter cues already present (or UNKNOWN): [FilterCues]
- Property cues already present (or UNKNOWN): [PropertyCues]
- Words I must not use: [Banned]
- What I must never invent (latency ms, error ranks, eval scoreboards, cost claims): [Never]
- Output format: [Format]
- Language: [Lang]

Generate:
1. Honesty ledger: OpsNotes nouns, Version, ProjectLabel, TraceTitles, PromptVersionCues, FilterCues, PropertyCues, Lang. Banner: not ML consulting advice; not a live Helicone sync. Forbidden: invented latency ms, error ranks, eval scoreboards, cost claims.
2. Trace prompt-version checklist: one checkbox row per TraceTitles entry. Attach only PromptVersionCues and FilterCues named beside that trace in OpsNotes. Missing prompt version or filter write NOT IN INPUTS.
3. Property sketch: for each PropertyCues entry, list traces that name it. Do not invent a 420 ms latency claim if absent.
4. Project caution block: quote ProjectLabel and Version only. Cache packs not in OpsNotes stay NOT IN INPUTS.
5. Refuse list: inventing 420 ms latency, inventing error ranks, inventing eval scoreboards, inventing cost claims.
6. Compliance pass: quote Banned and Never hits. Cut them. Print trace and prompt-version counts from OpsNotes only. Format as Format.

Constraints:
- Trace prompt-version checklist from OpsNotes only. No invented latency ms.
- Honor Version. No emojis. Not a live Helicone dashboard. Not ML 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.

Helicone Trace Prompt Version Checklist from Ops Notes (No Invented Latency Ms) - Result

Examples

Example Input

OpsNotes: trace title Harbor Quay Chat as pasted prompt version cue v3-harbor as pasted filter cue status=ok as pasted; trace title Quay Storm Summarize as pasted prompt version cue v2-storm as pasted. Latency invent NONE. Error invent NONE.
Version: Helicone as pasted (do not invent unreleased AI latency coach)
ProjectLabel: Cedar Pier LLM ops project as pasted
TraceTitles: Harbor Quay Chat as pasted; Quay Storm Summarize as pasted. Sessions pack UNKNOWN.
PromptVersionCues: prompt version cue v3-harbor as pasted for Harbor Quay Chat; prompt version cue v2-storm as pasted for Quay Storm Summarize. Dataset pack UNKNOWN.
FilterCues: filter cue status=ok as pasted for Harbor Quay Chat; Quay Storm Summarize filter NOT IN INPUTS.
PropertyCues: property cue model=gpt as pasted for Harbor Quay Chat. Score pack UNKNOWN.
Banned: 420 ms, error rank #1, guaranteed eval scoreboard
Never: invent latency ms, invent error ranks, invent eval scoreboards, invent cost claims
Format: ledger + trace prompt-version checklist + property sketch + project caution + refuse + compliance
Lang: English

Example Output

1. Ledger. OpsNotes: trace title Harbor Quay Chat + prompt version cue v3-harbor + filter cue status=ok; trace title Quay Storm Summarize + prompt version cue v2-storm. Latency invent NONE. Error invent NONE. Version Helicone. ProjectLabel Cedar Pier LLM ops project. TraceTitles Harbor Quay Chat; Quay Storm Summarize. PromptVersionCues v3-harbor for Harbor Quay Chat; v2-storm for Quay Storm Summarize. FilterCues status=ok for Harbor Quay Chat; Quay Storm Summarize filter NOT IN INPUTS. PropertyCues model=gpt for Harbor Quay Chat. Score pack UNKNOWN. Lang English. Banner: not ML consulting advice; not a live Helicone sync. Forbidden: invented latency ms, error ranks, eval scoreboards, cost claims, 420 ms, error rank #1, guaranteed eval scoreboard.

2. Trace prompt-version checklist.
[ ] Harbor Quay Chat | prompt version v3-harbor as pasted | filter status=ok as pasted.
[ ] Quay Storm Summarize | prompt version v2-storm as pasted | filter NOT IN INPUTS.
Dataset pack not attached. Sessions pack not added.

3. Property sketch.
property cue model=gpt | trace Harbor Quay Chat as pasted.
Quay Storm Summarize property | NOT IN INPUTS.
Latency ms NOT IN INPUTS so do not invent 420 ms. Second property cue not invented.

4. Project caution. ProjectLabel Cedar Pier LLM ops project. Version Helicone. Score pack UNKNOWN. Do not invent cost claim packs.

5. Refuse. 420 ms latency: refused. error ranks: refused. eval scoreboards: refused. cost claims: refused. Unreleased AI latency coach: refused.

6. Compliance. Banned hits none. Traces 2. Prompt versions named 2. Format ledger+trace prompt-version checklist+property sketch+project caution+refuse+compliance. Gaps: Quay Storm Summarize filter, Quay Storm Summarize property, Dataset pack, Sessions pack, Score 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.