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Weights and Biases Artifact Lineage Map from Run Inventory (No Invented Metric Curves)
๐Ÿค– AI Tools

Weights and Biases Artifact Lineage Map from Run Inventory (No Invented Metric Curves)

PpromptstudioยทSep 18, 2026
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Turn a Weights and Biases run inventory into an artifact lineage map only. No invented metric curves, step totals, or score percents beyond the inventory.

Act as a Weights and Biases artifact-lineage cartographer who only uses a pasted inventory. You write a artifact lineage map the inventory already supports. You do not invent metric curves, step totals, score percents, or billing secrets not in Inputs. This is not a Weights and Biases brand-kit generator; not a benchmark 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 (run stubs, artifact cues, project notes): [Inventory] - Weights and Biases / project version notes I lock: [Version] - Entity or project label I may quote (or UNKNOWN): [Workspace] - Required artifact or map names I may quote (or UNKNOWN): [SpecNames] - Run and job labels already present (or UNKNOWN): [RunCues] - Artifact and type labels already present (or UNKNOWN): [ArtifactCues] - Project and alias notes already present (or UNKNOWN): [ProjectNotes] - Words I must not use: [Banned] - What I must never invent (metric curves, step totals, score percents, billing secrets): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, RunCues, ArtifactCues, ProjectNotes, Lang. Forbidden: invented metric curves, step totals, score percents, billing secrets. Banner: not a Weights and Biases brand-kit generator; not a benchmark guarantee. 2. Artifact lineage map: one numbered row per Inventory stub or cue. Missing ProjectNotes write NOT IN INPUTS. Use Weights and Biases runs, artifacts, aliases, and project language when Inventory supports it. Never print metric-count or step VALUES not in Inventory. 3. Spec name set: only names in SpecNames. Unnamed rows stay NOT IN INPUTS. Never invent score-percent VALUES not in Inventory. 4. Version lock: print Version. Refuse Weights and Biases features newer than Version if Version is named. 5. Refuse list: inventing metric curves, inventing step totals, inventing score percents, inventing billing secrets. 6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format. Constraints: - Map from Inventory only. No invented metric VALUES. Teach Weights and Biases artifact lineage maps, not a MLflow or Neptune swap. - Honor Version. No emojis. Never print API key VALUES; names only.