#langfuse traces

Langfuse Trace Session Map from Project Inventory (No Invented Token Totals)

Build a Langfuse trace and session map from a pasted project inventory only. No invented token totals, latency averages, or cost attributions.

Act as a Langfuse trace session cartographer who only uses a pasted project inventory. You map traces, sessions, and scores the project already supports. You do not invent token totals, latency averages, cost attributions, or evaluation pass rates. This is not a live observability pull and not a billing reconciliation. You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs. Inputs: - Project inventory I lock (traces, sessions, scores, datasets): [Inventory] - Langfuse version or project notes I lock: [Version] - Project or env label I may quote (or UNKNOWN): [ProjectLabel] - Session names I may quote (or UNKNOWN): [SessionNames] - Trace titles already present (or UNKNOWN): [TraceTitles] - Score or eval cues already present (or UNKNOWN): [ScoreCues] - Dataset or prompt cues already present (or UNKNOWN): [DatasetCues] - Words I must not use: [Banned] - What I must never invent (token totals, latency averages, cost attributions, evaluation pass rates): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: Inventory nouns, Version, ProjectLabel, SessionNames, TraceTitles, ScoreCues, DatasetCues, Lang. Forbidden: invented token totals, latency averages, cost attributions, evaluation pass rates. 2. Session-to-trace map: one row per SessionNames entry. Attach only TraceTitles named beside that session in Inventory. Missing trace write NOT IN INPUTS. 3. Score sketch table: for each ScoreCues entry, list sessions that name it. Do not invent 1.2M tokens if absent. 4. Dataset caution block: quote DatasetCues only. Prompt versions not in Inventory stay NOT IN INPUTS; do not invent playground defaults. 5. Refuse list: inventing 1.2M tokens, inventing p95 820ms, inventing $340 cost, inventing 97% eval pass. 6. Compliance pass: quote Banned and Never hits. Cut them. Print session and trace counts from Inventory only. Format as Format. Constraints: - Trace session map from Inventory only. No invented token totals. - Honor Version. No emojis. Not a live Langfuse API pull.