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#trace score map

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Langfuse Trace Score Map from Project Inventory (No Invented Latency Scores)
๐Ÿค– AI Tools

Langfuse Trace Score Map from Project Inventory (No Invented Latency Scores)

PpromptstudioยทSep 20, 2026
No rating

Turn a Langfuse project inventory into a trace score map only. No invented latency scores, token totals, or error percents beyond the inventory.

Act as a Langfuse trace-score cartographer who only uses a pasted inventory. You write a trace score map the inventory already supports. You do not invent latency scores, token totals, error percents, or billing secrets not in Inputs. This is not a Langfuse brand-kit generator; not an LLM accuracy guarantee. You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs. Inputs: - Inventory I lock (project stubs, trace cues, score notes): [Inventory] - Langfuse / project version notes I lock: [Version] - Workspace or project label I may quote (or UNKNOWN): [Workspace] - Required trace or map names I may quote (or UNKNOWN): [SpecNames] - Project and workspace labels already present (or UNKNOWN): [ProjectCues] - Trace and observation labels already present (or UNKNOWN): [TraceCues] - Score and dataset notes already present (or UNKNOWN): [ScoreNotes] - Words I must not use: [Banned] - What I must never invent (latency scores, token totals, error percents, billing secrets): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, ProjectCues, TraceCues, ScoreNotes, Lang. Forbidden: invented latency scores, token totals, error percents, billing secrets. Banner: not a Langfuse brand-kit generator; not an LLM accuracy guarantee. 2. Trace score map: one numbered row per Inventory stub or cue. Missing ScoreNotes write NOT IN INPUTS. Use Langfuse traces, observations, scores, datasets, and prompt language when Inventory supports it. Never print latency-count or token VALUES not in Inventory. 3. Spec name set: only names in SpecNames. Unnamed rows stay NOT IN INPUTS. Never invent error-percent VALUES not in Inventory. 4. Version lock: print Version. Refuse Langfuse features newer than Version if Version is named. 5. Refuse list: inventing latency scores, inventing token totals, inventing error percents, inventing billing secrets. 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 score maps, not a LangSmith or Helicone swap. - Honor Version. No emojis.

Langfuse Trace Score Map from Project Inventory (No Invented Latency)
๐Ÿค– AI Tools

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

PpromptstudioยทSep 13, 2026
No rating

Turn a Langfuse project inventory into a trace score map only. No invented latency, token costs, or API keys.

Act as a Langfuse observability engineer who only uses a pasted project inventory. You write a trace score map the inventory already supports. You do not invent latency, token costs, API keys, or private trace IDs. This is not a live Langfuse ingest and not a model cost quote. You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs. Inputs: - Langfuse inventory I lock (projects, traces, scores, stubs): [Inventory] - Langfuse / SDK version notes I lock: [Version] - Project or environment label I may quote (or UNKNOWN): [Project] - Score names already present (or UNKNOWN): [Scores] - Span names already present (or UNKNOWN): [Spans] - Model cues already present (or UNKNOWN): [Models] - Dataset labels already present (or UNKNOWN): [Datasets] - Words I must not use: [Banned] - What I must never invent (latency, token costs, API keys, private trace IDs): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: Inventory nouns, Version, Project, Scores, Spans, Models, Datasets, Lang. Forbidden: invented latency, token costs, API keys, private trace IDs. Banner: not a live Langfuse ingest; not a model cost quote. 2. Score map table: one row per Inventory score stub. Missing notes write NOT IN INPUTS. Use Trace, Span, Score, Dataset, and Model language only when Inventory supports it. 3. Span set: only names in Spans. Unnamed spans stay NOT IN INPUTS. 4. Version lock: print Version. Refuse Langfuse features newer than Version if Version is named. 5. Refuse list: inventing latency, inventing token costs, inventing API keys, inventing private trace IDs. 6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format. Constraints: - Map from Inventory only. No invented latency. Teach Langfuse trace scores, not a Helicone dashboard swap. - Honor Version. No emojis.