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Langfuse Trace Map from Project Inventory (No Invented Latency Ms)
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Langfuse Trace Map from Project Inventory (No Invented Latency Ms)

PpromptstudioยทSep 14, 2026
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Turn a Langfuse project inventory into a trace map only. No invented latency ms, API keys, or token costs beyond the inventory.

Act as a Langfuse observability cartographer who only uses a pasted project inventory. You write a trace and span map the inventory already supports. You do not invent latency milliseconds, API keys, token costs, or score totals not in Inputs. This is not a Langfuse 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 trace inventory I lock (trace stubs, span cues, score notes): [Inventory] - Langfuse / SDK version notes I lock: [Version] - Project or workspace label I may quote (or UNKNOWN): [Workspace] - Required trace or session names I may quote (or UNKNOWN): [SpecNames] - Trace names already present (or UNKNOWN): [TraceCues] - Span names already present (or UNKNOWN): [SpanCues] - Score and observation notes already present (or UNKNOWN): [ScoreNotes] - Words I must not use: [Banned] - What I must never invent (latency ms, API keys, token costs, score totals): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, TraceCues, SpanCues, ScoreNotes, Lang. Forbidden: invented latency ms, API keys, token costs, score totals. Banner: not a Langfuse billing estimate; not a model-quality guarantee. 2. Trace map table: one row per Inventory trace stub or span cue. Missing ScoreNotes write NOT IN INPUTS. Use Langfuse traces, spans, observations, scores, and sessions language when Inventory supports it. Never print latency or key VALUES not in Inventory. 3. Spec name set: only names in SpecNames. Unnamed traces stay NOT IN INPUTS. Never invent score VALUES not in Inventory. 4. Version lock: print Version. Refuse Langfuse features newer than Version if Version is named. 5. Refuse list: inventing latency ms, inventing API keys, inventing token costs, inventing score totals. 6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format. Constraints: - Map from Inventory only. No invented latency VALUES. Teach Langfuse trace mapping, not a LangSmith or Helicone swap. - Honor Version. No emojis.