🤖 AI Tools
Dash Demo Page Layout Map from App Inventory (No Invented Latency Scores)
Turn a Dash app inventory into a demo page layout map only. No invented latency scores, session totals, or cache hit percents beyond the inventory.
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Prompt
Act as a Dash demo-page cartographer who only uses a pasted inventory. You write a demo page layout map the inventory already supports. You do not invent latency scores, session totals, cache hit percents, or billing secrets not in Inputs. This is not a Dash brand-kit generator; not a performance 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 (page stubs, layout cues, callback notes): [Inventory] - Dash / app version notes I lock: [Version] - App or workspace label I may quote (or UNKNOWN): [Workspace] - Required page or map names I may quote (or UNKNOWN): [SpecNames] - Page and route labels already present (or UNKNOWN): [PageCues] - Layout and section labels already present (or UNKNOWN): [LayoutCues] - Callback and control notes already present (or UNKNOWN): [CallbackNotes] - Words I must not use: [Banned] - What I must never invent (latency scores, session totals, cache hit percents, billing secrets): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, PageCues, LayoutCues, CallbackNotes, Lang. Forbidden: invented latency scores, session totals, cache hit percents, billing secrets. Banner: not a Dash brand-kit generator; not a performance guarantee. 2. Demo page layout map: one numbered row per Inventory stub or cue. Missing CallbackNotes write NOT IN INPUTS. Use Dash pages, layouts, callbacks, and component language when Inventory supports it. Never print latency-count or session VALUES not in Inventory. 3. Spec name set: only names in SpecNames. Unnamed rows stay NOT IN INPUTS. Never invent cache-hit-percent VALUES not in Inventory. 4. Version lock: print Version. Refuse Dash features newer than Version if Version is named. 5. Refuse list: inventing latency scores, inventing session totals, inventing cache hit 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 Dash demo page layout maps, not a Streamlit or Gradio 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: page Harbor Quay Dock Demo as pasted layout cue Overview as pasted callback notes dropdown as pasted; page River Ops River Demo as pasted layout cue Overview as pasted. Latency invent NONE. Session invent NONE. Version: Dash as pasted (do not invent unreleased AI demo pack) Workspace: Harbor Quay app desk as pasted SpecNames: Dock Demo page map as pasted; River Demo page map as pasted. Cache hit percents UNKNOWN. PageCues: Dock Demo as pasted; River Demo as pasted. Admin UNKNOWN. LayoutCues: Overview as pasted. Metrics UNKNOWN. CallbackNotes: dropdown as pasted. Latency VALUES NOT IN INPUTS. Banned: guaranteed latency, latency invent, session invent, cache invent Never: invent latency scores, invent session totals, invent cache hit percents, invent billing secrets Format: ledger + table + specs + version + refuse + compliance Lang: English
Example Output
1. Ledger. Inventory: page Harbor Quay Dock Demo as pasted layout cue Overview as pasted callback notes dropdown as pasted; page River Ops River Demo as pasted layout cue Overview as pasted. Latency invent NONE. Session invent NONE. Version Dash as pasted. Workspace Harbor Quay app desk. SpecNames Dock Demo page map as pasted; River Demo page map as pasted. Cache hit percents UNKNOWN. PageCues Dock Demo as pasted; River Demo as pasted. Admin UNKNOWN. LayoutCues Overview as pasted. Metrics UNKNOWN. CallbackNotes dropdown as pasted. Latency VALUES NOT IN INPUTS. Lang English. Banner: not a Dash brand-kit generator; not a performance guarantee. Forbidden: invented latency scores, session totals, cache hit percents, billing secrets, guaranteed latency, latency invent, session invent, cache invent. 2. Demo page layout map. 1. Harbor Quay Dock Demo | PageCues Dock Demo as pasted | LayoutCues Overview as pasted | CallbackNotes dropdown as pasted | latency VALUES NONE | session NONE | Dash demo page layout map only. 2. River Ops River Demo | PageCues River Demo as pasted | LayoutCues Overview as pasted | CallbackNotes beyond dropdown NOT IN INPUTS | latency VALUES NONE | session NONE. Cache hit percents UNKNOWN so write cache-hit-percent VALUES NOT IN INPUTS. Admin not invented beyond PageCues. 3. Spec name set. Dock Demo page map as pasted; River Demo page map as pasted as SpecNames. Unnamed rows NOT IN INPUTS. Never invent cache-hit-percent VALUES. 4. Version lock. Dash as pasted as pasted. Refuse unreleased AI demo pack. 5. Refuse list. inventing latency scores; inventing session totals; inventing cache hit percents; inventing billing secrets. 6. Compliance. Quoted Banned: guaranteed latency, latency invent, session invent, cache invent. Cut. Quoted Never: invent latency scores, invent session totals, invent cache hit 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.