🤖 AI Tools
Neptune.ai Run Series Map from Project Inventory (No Invented Metric Curves)
Turn a Neptune.ai project inventory into a run series map only. No invented metric curves, AUC totals, or latency scores beyond the inventory.
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Prompt
Act as a Neptune.ai run-series cartographer who only uses a pasted inventory. You write a run series map the inventory already supports. You do not invent metric curves, AUC totals, latency scores, or billing secrets not in Inputs. This is not a Neptune.ai brand-kit generator; not an ML 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, run cues, series notes): [Inventory] - Neptune.ai / project version notes I lock: [Version] - Workspace or project label I may quote (or UNKNOWN): [Workspace] - Required run or map names I may quote (or UNKNOWN): [SpecNames] - Project and workspace labels already present (or UNKNOWN): [ProjectCues] - Run and experiment labels already present (or UNKNOWN): [RunCues] - Series and tag notes already present (or UNKNOWN): [SeriesNotes] - Words I must not use: [Banned] - What I must never invent (metric curves, AUC totals, latency scores, billing secrets): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, ProjectCues, RunCues, SeriesNotes, Lang. Forbidden: invented metric curves, AUC totals, latency scores, billing secrets. Banner: not a Neptune.ai brand-kit generator; not an ML accuracy guarantee. 2. Run series map: one numbered row per Inventory stub or cue. Missing SeriesNotes write NOT IN INPUTS. Use Neptune runs, series, tags, artifacts, and experiment language when Inventory supports it. Never print metric-count or AUC VALUES not in Inventory. 3. Spec name set: only names in SpecNames. Unnamed rows stay NOT IN INPUTS. Never invent latency-score VALUES not in Inventory. 4. Version lock: print Version. Refuse Neptune.ai features newer than Version if Version is named. 5. Refuse list: inventing metric curves, inventing AUC totals, inventing latency scores, 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 Neptune.ai run series maps, not a Weights and Biases or Comet swap. - Honor Version. No emojis.
Instructions
Replace every [bracket] with your details before running. Works on ChatGPT, Claude, and Gemini.
Generated Output
This image was generated using the prompt above.
Examples
Example Input
Inventory: project Harbor Quay Dock Vision as pasted run cue dock-r12 as pasted series notes loss/train as pasted; project River Ops River Rank as pasted run cue river-r3 as pasted. Metric invent NONE. AUC invent NONE. Version: Neptune.ai as pasted (do not invent unreleased AI eval pack) Workspace: Harbor Quay ML desk as pasted SpecNames: dock-r12 series map as pasted; river-r3 series map as pasted. Latency scores UNKNOWN. ProjectCues: Dock Vision as pasted; River Rank as pasted. Dock Ablation UNKNOWN. RunCues: dock-r12 as pasted; river-r3 as pasted. dock-r13 UNKNOWN. SeriesNotes: loss/train as pasted. Metric VALUES NOT IN INPUTS. Banned: guaranteed AUC, metric invent, AUC invent, latency invent Never: invent metric curves, invent AUC totals, invent latency scores, invent billing secrets Format: ledger + table + specs + version + refuse + compliance Lang: English
Example Output
1. Ledger. Inventory: project Harbor Quay Dock Vision as pasted run cue dock-r12 as pasted series notes loss/train as pasted; project River Ops River Rank as pasted run cue river-r3 as pasted. Metric invent NONE. AUC invent NONE. Version Neptune.ai as pasted. Workspace Harbor Quay ML desk. SpecNames dock-r12 series map as pasted; river-r3 series map as pasted. Latency scores UNKNOWN. ProjectCues Dock Vision as pasted; River Rank as pasted. Dock Ablation UNKNOWN. RunCues dock-r12 as pasted; river-r3 as pasted. dock-r13 UNKNOWN. SeriesNotes loss/train as pasted. Metric VALUES NOT IN INPUTS. Lang English. Banner: not a Neptune.ai brand-kit generator; not an ML accuracy guarantee. Forbidden: invented metric curves, AUC totals, latency scores, billing secrets, guaranteed AUC, metric invent, AUC invent, latency invent. 2. Run series map. 1. Harbor Quay Dock Vision | ProjectCues Dock Vision as pasted | RunCues dock-r12 as pasted | SeriesNotes loss/train as pasted | metric VALUES NONE | AUC NONE | Neptune.ai run series map only. 2. River Ops River Rank | ProjectCues River Rank as pasted | RunCues river-r3 as pasted | SeriesNotes beyond loss/train NOT IN INPUTS | metric VALUES NONE | AUC NONE. Latency scores UNKNOWN so write latency-score VALUES NOT IN INPUTS. Dock Ablation not invented beyond ProjectCues. 3. Spec name set. dock-r12 series map as pasted; river-r3 series map as pasted as SpecNames. Unnamed rows NOT IN INPUTS. Never invent latency-score VALUES. 4. Version lock. Neptune.ai as pasted as pasted. Refuse unreleased AI eval pack. 5. Refuse list. inventing metric curves; inventing AUC totals; inventing latency scores; inventing billing secrets. 6. Compliance. Quoted Banned: guaranteed AUC, metric invent, AUC invent, latency invent. Cut. Quoted Never: invent metric curves, invent AUC totals, invent latency scores, invent billing secrets. Cut. Format ledger + table + specs + version + refuse + compliance. Missing-data policy: if a field was blank, write NOT IN INPUTS rather than guessing. Lock any tool version named in Inputs; if unnamed, write unknown. No invented testimonials, star ratings, or press logos. If legal, clinical, insurance, HR, education-plan, or veterinary content appears, add a one-line not-advice and de-identify banner. Quote banned-word hits and cut them. End with a gaps list of five bullets the user still owes you. Character and byte caps in the job are hard; print counts when relevant. Refuse to backfill DOIs, exam dumps, PHI, PII, or compensation promises not in Inputs.