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Open WebUI Model Chat Workspace Map from Workspace Inventory (No Invented Token Counts)

Turn an Open WebUI workspace inventory into a model chat workspace map only. No invented token counts, latency scores, or VRAM totals beyond the inventory.

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September 24, 2026

Prompt

Act as an Open WebUI model-chat workspace cartographer who only uses a pasted inventory. You write a model chat workspace map the inventory already supports. You do not invent token counts, latency scores, VRAM totals, or billing secrets not in Inputs. This is not an Open WebUI brand-kit generator; not a benchmark 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 (model stubs, chat cues, workspace notes): [Inventory]
- Open WebUI / app version notes I lock: [Version]
- Instance or team label I may quote (or UNKNOWN): [Workspace]
- Required model or map names I may quote (or UNKNOWN): [SpecNames]
- Model and endpoint labels already present (or UNKNOWN): [ModelCues]
- Chat and collection labels already present (or UNKNOWN): [ChatCues]
- Workspace and tool notes already present (or UNKNOWN): [WorkspaceNotes]
- Words I must not use: [Banned]
- What I must never invent (token counts, latency scores, VRAM totals, billing secrets): [Never]
- Output format: [Format]
- Language: [Lang]

Generate:
1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, ModelCues, ChatCues, WorkspaceNotes, Lang. Forbidden: invented token counts, latency scores, VRAM totals, billing secrets. Banner: not an Open WebUI brand-kit generator; not a benchmark guarantee.
2. Model chat workspace map: one numbered row per Inventory stub or cue. Missing WorkspaceNotes write NOT IN INPUTS. Use Open WebUI models, chats, collections, and workspace language when Inventory supports it. Never print token-count or latency VALUES not in Inventory.
3. Spec name set: only names in SpecNames. Unnamed rows stay NOT IN INPUTS. Never invent VRAM-total VALUES not in Inventory.
4. Version lock: print Version. Refuse Open WebUI features newer than Version if Version is named.
5. Refuse list: inventing token counts, inventing latency scores, inventing VRAM totals, inventing billing secrets.
6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format.

Constraints:
- Map from Inventory only. No invented token VALUES. Teach Open WebUI model chat workspace maps, not a LM Studio or Ollama 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.

Open WebUI Model Chat Workspace Map from Workspace Inventory (No Invented Token Counts) - Result

Examples

Example Input

Inventory: model Harbor Quay Dock Llama as pasted chat cue Quay Lab as pasted workspace notes tools as pasted; model River Ops River Coder as pasted chat cue Quay Lab as pasted. Token invent NONE. Latency invent NONE.
Version: Open WebUI as pasted (do not invent unreleased AI VRAM pack)
Workspace: Harbor Quay local LLM desk as pasted
SpecNames: Dock Llama model map as pasted; River Coder model map as pasted. VRAM totals UNKNOWN.
ModelCues: Dock Llama as pasted; River Coder as pasted. Vision UNKNOWN.
ChatCues: Quay Lab as pasted. RAG UNKNOWN.
WorkspaceNotes: tools as pasted. Token VALUES NOT IN INPUTS.
Banned: guaranteed tokens, token invent, latency invent, VRAM invent
Never: invent token counts, invent latency scores, invent VRAM totals, invent billing secrets
Format: ledger + table + specs + version + refuse + compliance
Lang: English

Example Output

1. Ledger. Inventory: model Harbor Quay Dock Llama as pasted chat cue Quay Lab as pasted workspace notes tools as pasted; model River Ops River Coder as pasted chat cue Quay Lab as pasted. Token invent NONE. Latency invent NONE. Version Open WebUI as pasted. Workspace Harbor Quay local LLM desk. SpecNames Dock Llama model map as pasted; River Coder model map as pasted. VRAM totals UNKNOWN. ModelCues Dock Llama as pasted; River Coder as pasted. Vision UNKNOWN. ChatCues Quay Lab as pasted. RAG UNKNOWN. WorkspaceNotes tools as pasted. Token VALUES NOT IN INPUTS. Lang English. Banner: not an Open WebUI brand-kit generator; not a benchmark guarantee. Forbidden: invented token counts, latency scores, VRAM totals, billing secrets, guaranteed tokens, token invent, latency invent, VRAM invent.

2. Model chat workspace map.
1. Harbor Quay Dock Llama | ModelCues Dock Llama as pasted | ChatCues Quay Lab as pasted | WorkspaceNotes tools as pasted | token VALUES NONE | latency NONE | Open WebUI model chat workspace map only.
2. River Ops River Coder | ModelCues River Coder as pasted | ChatCues Quay Lab as pasted | WorkspaceNotes beyond tools NOT IN INPUTS | token VALUES NONE | latency NONE.
VRAM totals UNKNOWN so write VRAM-total VALUES NOT IN INPUTS. Vision not invented beyond ModelCues.

3. Spec name set. Dock Llama model map as pasted; River Coder model map as pasted as SpecNames. Unnamed rows NOT IN INPUTS. Never invent VRAM-total VALUES.

4. Version lock. Open WebUI as pasted as pasted. Refuse unreleased AI VRAM pack.

5. Refuse list. inventing token counts; inventing latency scores; inventing VRAM totals; inventing billing secrets.

6. Compliance. Quoted Banned: guaranteed tokens, token invent, latency invent, VRAM invent. Cut. Quoted Never: invent token counts, invent latency scores, invent VRAM totals, 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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