🤖 AI Tools
Comet ML Experiment Run Map from Project Inventory (No Invented Latency Scores)
Turn a Comet ML project inventory into an experiment run map only. No invented latency scores, metric totals, or error percents beyond the inventory.
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Prompt
Act as a Comet ML experiment-run cartographer who only uses a pasted inventory. You write a experiment run map the inventory already supports. You do not invent latency scores, metric totals, error percents, or billing secrets not in Inputs. This is not a Comet ML 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, metric notes): [Inventory] - Comet ML / 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] - Metric and panel notes already present (or UNKNOWN): [MetricNotes] - Words I must not use: [Banned] - What I must never invent (latency scores, metric totals, error percents, billing secrets): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, ProjectCues, RunCues, MetricNotes, Lang. Forbidden: invented latency scores, metric totals, error percents, billing secrets. Banner: not a Comet ML brand-kit generator; not an ML accuracy guarantee. 2. Experiment run map: one numbered row per Inventory stub or cue. Missing MetricNotes write NOT IN INPUTS. Use Comet ML experiments, runs, metrics, panels, and artifact language when Inventory supports it. Never print latency-count or metric 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 Comet ML features newer than Version if Version is named. 5. Refuse list: inventing latency scores, inventing metric 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 Comet ML experiment run maps, not a Weights and Biases or Neptune.ai 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 Rank as pasted run cue dock-r21 as pasted metric notes val_loss as pasted; project River Ops River Rank as pasted run cue river-r7 as pasted. Latency invent NONE. Metric invent NONE. Version: Comet ML as pasted (do not invent unreleased AI score pack) Workspace: Harbor Quay ML desk as pasted SpecNames: dock-r21 run map as pasted; river-r7 run map as pasted. Error percents UNKNOWN. ProjectCues: Dock Rank as pasted; River Rank as pasted. Dock Ablation UNKNOWN. RunCues: dock-r21 as pasted; river-r7 as pasted. dock-r22 UNKNOWN. MetricNotes: val_loss as pasted. Latency VALUES NOT IN INPUTS. Banned: guaranteed latency, latency invent, metric invent, error invent Never: invent latency scores, invent metric totals, invent error percents, invent billing secrets Format: ledger + table + specs + version + refuse + compliance Lang: English
Example Output
1. Ledger. Inventory: project Harbor Quay Dock Rank as pasted run cue dock-r21 as pasted metric notes val_loss as pasted; project River Ops River Rank as pasted run cue river-r7 as pasted. Latency invent NONE. Metric invent NONE. Version Comet ML as pasted. Workspace Harbor Quay ML desk. SpecNames dock-r21 run map as pasted; river-r7 run map as pasted. Error percents UNKNOWN. ProjectCues Dock Rank as pasted; River Rank as pasted. Dock Ablation UNKNOWN. RunCues dock-r21 as pasted; river-r7 as pasted. dock-r22 UNKNOWN. MetricNotes val_loss as pasted. Latency VALUES NOT IN INPUTS. Lang English. Banner: not a Comet ML brand-kit generator; not an ML accuracy guarantee. Forbidden: invented latency scores, metric totals, error percents, billing secrets, guaranteed latency, latency invent, metric invent, error invent. 2. Experiment run map. 1. Harbor Quay Dock Rank | ProjectCues Dock Rank as pasted | RunCues dock-r21 as pasted | MetricNotes val_loss as pasted | latency VALUES NONE | metric NONE | Comet ML experiment run map only. 2. River Ops River Rank | ProjectCues River Rank as pasted | RunCues river-r7 as pasted | MetricNotes beyond val_loss NOT IN INPUTS | latency VALUES NONE | metric NONE. Error percents UNKNOWN so write error-percent VALUES NOT IN INPUTS. Dock Ablation not invented beyond ProjectCues. 3. Spec name set. dock-r21 run map as pasted; river-r7 run map as pasted as SpecNames. Unnamed rows NOT IN INPUTS. Never invent error-percent VALUES. 4. Version lock. Comet ML as pasted as pasted. Refuse unreleased AI score pack. 5. Refuse list. inventing latency scores; inventing metric totals; inventing error percents; inventing billing secrets. 6. Compliance. Quoted Banned: guaranteed latency, latency invent, metric invent, error invent. Cut. Quoted Never: invent latency scores, invent metric totals, invent error percents, 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.