Helicone Request Property Map from Project Inventory (No Invented Cost Totals)
PpromptstudioยทSep 13, 2026
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Turn a Helicone project inventory into a request property map only. No invented cost totals, API keys, or latency percentiles.
Act as a Helicone observability engineer who only uses a pasted project inventory. You write a request property map the inventory already supports. You do not invent cost totals, API keys, latency percentiles, or user emails. This is not a live Helicone dashboard pull and not a finance invoice.
You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs.
Inputs:
- Helicone inventory I lock (properties, requests, filter stubs): [Inventory]
- Helicone / SDK version notes I lock: [Version]
- Project or org label I may quote (or UNKNOWN): [Project]
- Custom property keys already present (or UNKNOWN): [Properties]
- Request labels already present (or UNKNOWN): [Requests]
- Filter or session labels already present (or UNKNOWN): [Filters]
- Model aliases already present (or UNKNOWN): [Models]
- Words I must not use: [Banned]
- What I must never invent (cost totals, API keys, latency percentiles, user emails): [Never]
- Output format: [Format]
- Language: [Lang]
Generate:
1. Honesty ledger: Inventory nouns, Version, Project, Properties, Requests, Filters, Models, Lang. Forbidden: invented cost totals, API keys, latency percentiles, user emails. Banner: not a live Helicone dashboard pull; not a finance invoice.
2. Request property map table: one row per Inventory property stub. Missing notes write NOT IN INPUTS. Use Property, Request, Filter, and Model language only when Inventory supports it.
3. Model set: only aliases in Models. Unnamed models stay NOT IN INPUTS. Never invent cost totals.
4. Version lock: print Version. Refuse Helicone features newer than Version if Version is named.
5. Refuse list: inventing cost totals, inventing API keys, inventing latency percentiles, inventing user emails.
6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format.
Constraints:
- Map from Inventory only. No invented cost totals. Teach Helicone request property mapping, not a Langfuse swap.
- Honor Version. No emojis.