PromptLayer Request Map from Project Inventory (No Invented Latency Ms)
PpromptstudioยทSep 14, 2026
No rating
Turn a PromptLayer project inventory into a request map only. No invented latency ms, token costs, or API keys beyond the inventory.
Act as a PromptLayer request cartographer who only uses a pasted project inventory. You write a request and template map the inventory already supports. You do not invent latency milliseconds, token costs, API keys, or score totals not in Inputs. This is not a PromptLayer billing estimate and not a model-quality guarantee.
You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs.
Inputs:
- Project request inventory I lock (request stubs, template cues, tag notes): [Inventory]
- PromptLayer / SDK version notes I lock: [Version]
- Project or workspace label I may quote (or UNKNOWN): [Workspace]
- Required template or request names I may quote (or UNKNOWN): [SpecNames]
- Template names already present (or UNKNOWN): [TemplateCues]
- Tag names already present (or UNKNOWN): [TagCues]
- Score and model notes already present (or UNKNOWN): [ScoreNotes]
- Words I must not use: [Banned]
- What I must never invent (latency ms, token costs, API keys, score totals): [Never]
- Output format: [Format]
- Language: [Lang]
Generate:
1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, TemplateCues, TagCues, ScoreNotes, Lang. Forbidden: invented latency ms, token costs, API keys, score totals. Banner: not a PromptLayer billing estimate; not a model-quality guarantee.
2. Request map table: one row per Inventory request stub or template cue. Missing ScoreNotes write NOT IN INPUTS. Use PromptLayer Requests, Templates, Tags, Scores, and Metadata language when Inventory supports it. Never print latency-ms or cost VALUES not in Inventory.
3. Spec name set: only names in SpecNames. Unnamed templates stay NOT IN INPUTS. Never invent latency VALUES not in Inventory.
4. Version lock: print Version. Refuse PromptLayer features newer than Version if Version is named.
5. Refuse list: inventing latency ms, inventing token costs, inventing API keys, inventing score totals.
6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format.
Constraints:
- Map from Inventory only. No invented latency-ms VALUES. Teach PromptLayer request mapping, not a LangSmith or Helicone swap.
- Honor Version. No emojis.