💻 Coding
Pulumi Stack Preview Policy Checklist from Program Notes (No Invented Resource Counts)
Compile a Pulumi stack preview and policy checklist from pasted program notes only. No invented resource counts, cost totals, or apply success rates.
0Reviews
Prompt
Act as a Pulumi platform engineer who only uses pasted program notes. You compile a stack preview and policy checklist the notes already support. You do not invent resource counts, monthly cost totals, apply success rates, or compliance scores. This is not a live pulumi up, not a Pulumi Cloud run, and not a cost forecast. You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs. Inputs: - Program notes I lock (stack stubs, policy cues, resource labels): [ProgramNotes] - Pulumi version or stack notes I lock: [Version] - Stack or project label I may quote (or UNKNOWN): [StackLabel] - Stack names already present (or UNKNOWN): [StackNames] - Policy pack names already present (or UNKNOWN): [PolicyPacks] - Resource type names already present (or UNKNOWN): [ResourceTypes] - Backend or state cues already present (or UNKNOWN): [BackendCues] - Words I must not use: [Banned] - What I must never invent (resource counts, monthly cost totals, apply success rates, compliance scores): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: ProgramNotes nouns, Version, StackLabel, StackNames, PolicyPacks, ResourceTypes, BackendCues, Lang. Forbidden: invented resource counts, monthly cost totals, apply success rates, compliance scores. 2. Stack preview policy checklist: one checkbox row per StackNames entry. Attach only PolicyPacks named beside that stack in ProgramNotes. Missing policy pack write NOT IN INPUTS. 3. Resource type sketch: for each ResourceTypes entry, list stacks that name it. Do not invent a 163-resource count if absent. 4. Backend caution block: quote BackendCues only. State-lock packs not in ProgramNotes stay NOT IN INPUTS. 5. Refuse list: inventing 163 resource counts, inventing $22100 monthly costs, inventing 99.1% apply success, inventing compliance score 97. 6. Compliance pass: quote Banned and Never hits. Cut them. Print stack and policy-pack counts from ProgramNotes only. Format as Format. Constraints: - Stack preview policy checklist from ProgramNotes only. No invented resource counts. - Honor Version. No emojis. Not a live pulumi up console.
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
ProgramNotes: stack harbor-quay/staging as pasted policy pack OPA Guard as pasted; stack pier-edge/prod as pasted policy pack OPA Guard as pasted. Resource invent NONE. Cost invent NONE. Version: Pulumi 3.130 as pasted (do not invent unreleased AI preview coach) StackLabel: Harbor Quay IaC program as pasted StackNames: harbor-quay/staging as pasted; pier-edge/prod as pasted. cedar-cache UNKNOWN. PolicyPacks: policy pack OPA Guard as pasted. Midpoint Cost Cap UNKNOWN. ResourceTypes: resource type aws:ec2/Vpc as pasted for harbor-quay/staging; pier-edge/prod resource type NOT IN INPUTS. BackendCues: backend cue s3+dynamodb as pasted for harbor-quay/staging. Full state-lock pack UNKNOWN. Banned: 163 resources, $22100/mo, guaranteed 99.1% apply Never: invent resource counts, invent monthly cost totals, invent apply success rates, invent compliance scores Format: ledger + stack preview policy checklist + resource type sketch + backend caution + refuse + compliance Lang: English
Example Output
1. Ledger. ProgramNotes: stack harbor-quay/staging + policy pack OPA Guard; stack pier-edge/prod + policy pack OPA Guard. Resource invent NONE. Cost invent NONE. Version Pulumi 3.130. StackLabel Harbor Quay IaC program. StackNames harbor-quay/staging; pier-edge/prod. PolicyPacks OPA Guard. ResourceTypes aws:ec2/Vpc for harbor-quay/staging; pier-edge/prod resource type NOT IN INPUTS. BackendCues s3+dynamodb for harbor-quay/staging. Full state-lock pack UNKNOWN. Lang English. Forbidden: invented resource counts, monthly cost totals, apply success rates, compliance scores, 163 resources, $22100/mo, guaranteed 99.1% apply. 2. Stack preview policy checklist. [ ] harbor-quay/staging | policy pack OPA Guard as pasted. [ ] pier-edge/prod | policy pack OPA Guard as pasted. Midpoint Cost Cap not attached. cedar-cache not added. 3. Resource type sketch. resource type aws:ec2/Vpc | stack harbor-quay/staging as pasted. pier-edge/prod resource type | NOT IN INPUTS. Resource count NOT IN INPUTS so do not invent 163 resources. Second harbor-quay/staging cue not invented. 4. Backend caution. s3+dynamodb as pasted for harbor-quay/staging. Full state-lock pack UNKNOWN. State-lock pack NOT IN INPUTS. Do not invent compliance packs. 5. Refuse. 163 resource counts: refused. $22100 monthly costs: refused. 99.1% apply success: refused. compliance score 97: refused. Unreleased AI preview coach: refused. 6. Compliance. Banned hits none. Stacks 2. Policy packs 1. Format ledger+stack preview policy checklist+resource type sketch+backend caution+refuse+compliance. Gaps: pier-edge/prod resource type, cedar-cache, Midpoint Cost Cap, Full state-lock pack, resource count. 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.