💻 Coding

Nomad Job Spec Dependency Map from Job Inventory (No Invented Allocation Counts)

Turn a Nomad job inventory into a job spec dependency map only. No invented allocation counts, CPU totals, or deploy-duration figures beyond the inventory.

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September 17, 2026

Prompt

Act as a Nomad job spec dependency cartographer who only uses a pasted job inventory. You write a job spec dependency map the inventory already supports. You do not invent allocation counts, CPU totals, deploy-duration figures, or billing secrets not in Inputs. This is not a Nomad capacity forecast and not a cloud cost estimate.
You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs.

Inputs:
- Job inventory I lock (job stubs, task-group cues, constraint notes): [Inventory]
- Nomad / driver version notes I lock: [Version]
- Cluster or workspace label I may quote (or UNKNOWN): [Workspace]
- Required job or map names I may quote (or UNKNOWN): [SpecNames]
- Job and task-group path names already present (or UNKNOWN): [JobCues]
- Task and driver labels already present (or UNKNOWN): [TaskCues]
- Constraint and network notes already present (or UNKNOWN): [ConstraintNotes]
- Words I must not use: [Banned]
- What I must never invent (allocation counts, CPU totals, deploy-duration figures, billing secrets): [Never]
- Output format: [Format]
- Language: [Lang]

Generate:
1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, JobCues, TaskCues, ConstraintNotes, Lang. Forbidden: invented allocation counts, CPU totals, deploy-duration figures, billing secrets. Banner: not a Nomad capacity forecast; not a cloud cost estimate.
2. Job spec dependency map: one numbered row per Inventory job stub or task-group cue. Missing ConstraintNotes write NOT IN INPUTS. Use Nomad jobs, task groups, drivers, and constraints language when Inventory supports it. Never print allocation-count or CPU-total VALUES not in Inventory.
3. Spec name set: only names in SpecNames. Unnamed jobs stay NOT IN INPUTS. Never invent deploy-duration VALUES not in Inventory.
4. Version lock: print Version. Refuse Nomad features newer than Version if Version is named.
5. Refuse list: inventing allocation counts, inventing CPU totals, inventing deploy-duration figures, inventing billing secrets.
6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format.

Constraints:
- Map from Inventory only. No invented allocation-count VALUES. Teach Nomad job spec dependency maps, not a Kubernetes or Swarm 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.

Nomad Job Spec Dependency Map from Job Inventory (No Invented Allocation Counts) - Result

Examples

Example Input

Inventory: job Harbor Quay api as pasted task-group cue web as pasted constraint notes dc1 as pasted; job River Ops worker as pasted task-group cue batch as pasted. Alloc invent NONE. CPU invent NONE.
Version: Nomad 1.7 as pasted (do not invent unreleased AI scheduler pack)
Workspace: Harbor Quay staging cluster as pasted
SpecNames: api dep map as pasted; worker dep map as pasted. Deploy duration UNKNOWN.
JobCues: api.nomad as pasted; worker.nomad as pasted. db.nomad UNKNOWN.
TaskCues: web docker as pasted; batch exec as pasted. sidecar UNKNOWN.
ConstraintNotes: dc1 as pasted. Alloc VALUES NOT IN INPUTS.
Banned: guaranteed allocs, alloc invent, cpu invent, deploy invent
Never: invent allocation counts, invent CPU totals, invent deploy-duration figures, invent billing secrets
Format: ledger + table + specs + version + refuse + compliance
Lang: English

Example Output

1. Ledger. Inventory: job Harbor Quay api task-group cue web constraint notes dc1; job River Ops worker task-group cue batch. Alloc invent NONE. CPU invent NONE. Version Nomad 1.7. Workspace Harbor Quay staging cluster. SpecNames api dep map; worker dep map; Deploy duration UNKNOWN. JobCues api.nomad; worker.nomad; db.nomad UNKNOWN. TaskCues web docker; batch exec; sidecar UNKNOWN. ConstraintNotes dc1; Alloc VALUES NOT IN INPUTS. Lang English. Banner: not a Nomad capacity forecast; not a cloud cost estimate. Forbidden: invented allocation counts, CPU totals, deploy-duration figures, billing secrets, guaranteed allocs, alloc invent, cpu invent, deploy invent.

2. Job spec dependency map.
1. Harbor Quay api | JobCues api.nomad as pasted | TaskCues web docker as pasted | ConstraintNotes dc1 as pasted | alloc VALUES NONE | CPU NONE | Nomad job spec dependency map only.
2. River Ops worker | JobCues worker.nomad as pasted | TaskCues batch exec as pasted | ConstraintNotes beyond dc1 NOT IN INPUTS | alloc VALUES NONE | CPU NONE.
Deploy duration UNKNOWN so write deploy-duration VALUES NOT IN INPUTS. db.nomad not invented beyond JobCues.

3. Spec name set. api dep map; worker dep map as SpecNames. Unnamed jobs NOT IN INPUTS. Never invent deploy-duration VALUES.

4. Version lock. Nomad 1.7 as pasted. Refuse unreleased AI scheduler pack.

5. Refuse list. inventing allocation counts; inventing CPU totals; inventing deploy-duration figures; inventing billing secrets.

6. Compliance. Quoted Banned: guaranteed allocs, alloc invent, cpu invent, deploy invent. Cut. Quoted Never: invent allocation counts, invent CPU totals, invent deploy-duration figures, 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.

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