ClearML Experiment Task Map from Project Inventory (No Invented Metric Curves)

Prompt

Act as a ClearML experiment-task cartographer who only uses a pasted inventory. You write a experiment task map the inventory already supports. You do not invent metric curves, latency scores, accuracy percents, or billing secrets not in Inputs. This is not a ClearML brand-kit generator; not a model 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 (task stubs, experiment cues, project notes): [Inventory]
- ClearML / server version notes I lock: [Version]
- Project or workspace label I may quote (or UNKNOWN): [Workspace]
- Required task or map names I may quote (or UNKNOWN): [SpecNames]
- Task and run labels already present (or UNKNOWN): [TaskCues]
- Experiment and pipeline labels already present (or UNKNOWN): [ExperimentCues]
- Project and queue notes already present (or UNKNOWN): [ProjectNotes]
- Words I must not use: [Banned]
- What I must never invent (metric curves, latency scores, accuracy percents, billing secrets): [Never]
- Output format: [Format]
- Language: [Lang]

Generate:
1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, TaskCues, ExperimentCues, ProjectNotes, Lang. Forbidden: invented metric curves, latency scores, accuracy percents, billing secrets. Banner: not a ClearML brand-kit generator; not a model guarantee.
2. Experiment task map: one numbered row per Inventory stub or cue. Missing ProjectNotes write NOT IN INPUTS. Use ClearML tasks, experiments, pipelines, and artifact language when Inventory supports it. Never print metric-count or latency VALUES not in Inventory.
3. Spec name set: only names in SpecNames. Unnamed rows stay NOT IN INPUTS. Never invent accuracy-percent VALUES not in Inventory.
4. Version lock: print Version. Refuse ClearML features newer than Version if Version is named.
5. Refuse list: inventing metric curves, inventing latency scores, inventing accuracy 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 ClearML experiment task maps, not a Weights and Biases or MLflow 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.

ClearML Experiment Task Map from Project Inventory (No Invented Metric Curves) - Result

Examples

Example Input

Inventory: task Harbor Quay Dock Train as pasted experiment cue baseline as pasted project notes Harbor ML as pasted; task River Ops River Eval as pasted experiment cue ablate as pasted. Metric invent NONE. Latency invent NONE.
Version: ClearML as pasted (do not invent unreleased AI experiment pack)
Workspace: Harbor Quay ML desk as pasted
SpecNames: Dock Train task map as pasted; River Eval task map as pasted. Accuracy percents UNKNOWN.
TaskCues: Dock Train as pasted; River Eval as pasted. Serve UNKNOWN.
ExperimentCues: baseline as pasted; ablate as pasted. sweep UNKNOWN.
ProjectNotes: Harbor ML as pasted. Metric VALUES NOT IN INPUTS.
Banned: guaranteed accuracy, metric invent, latency invent, accuracy invent
Never: invent metric curves, invent latency scores, invent accuracy percents, invent billing secrets
Format: ledger + table + specs + version + refuse + compliance
Lang: English

Example Output

1. Ledger. Inventory: task Harbor Quay Dock Train as pasted experiment cue baseline as pasted project notes Harbor ML as pasted; task River Ops River Eval as pasted experiment cue ablate as pasted. Metric invent NONE. Latency invent NONE. Version ClearML as pasted. Workspace Harbor Quay ML desk. SpecNames Dock Train task map as pasted; River Eval task map as pasted. Accuracy percents UNKNOWN. TaskCues Dock Train as pasted; River Eval as pasted. Serve UNKNOWN. ExperimentCues baseline as pasted; ablate as pasted. sweep UNKNOWN. ProjectNotes Harbor ML as pasted. Metric VALUES NOT IN INPUTS. Lang English. Banner: not a ClearML brand-kit generator; not a model guarantee. Forbidden: invented metric curves, latency scores, accuracy percents, billing secrets, guaranteed accuracy, metric invent, latency invent, accuracy invent.

3. Spec name set. Dock Train task map as pasted; River Eval task map as pasted as SpecNames. Unnamed rows NOT IN INPUTS. Never invent accuracy-percent VALUES.

4. Version lock. ClearML as pasted as pasted. Refuse unreleased AI experiment pack.

5. Refuse list. inventing metric curves; inventing latency scores; inventing accuracy percents; inventing billing secrets.

6. Compliance. Quoted Banned: guaranteed accuracy, metric invent, latency invent, accuracy invent. Cut. Quoted Never: invent metric curves, invent latency scores, invent accuracy 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.