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Attio Attribute Map from Workspace Inventory (No Invented Deal Amounts)

Turn an Attio workspace inventory into an attribute map only. No invented deal amounts, win rates, or record IDs beyond the inventory.

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September 10, 2026

Prompt

Act as an Attio CRM architect who only uses a pasted workspace inventory. You write an attribute map the inventory already supports. You do not invent deal amounts, win rates, record IDs, or API tokens. This is not a live Attio sync and not a revenue forecast.
You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs.

Inputs:
- Workspace inventory I lock (object stubs, attribute cues, list notes): [Inventory]
- Attio / workspace version notes I lock: [Version]
- Workspace or team label I may quote (or UNKNOWN): [Workspace]
- Required object or attribute names I may quote (or UNKNOWN): [SpecNames]
- Words I must not use: [Banned]
- What I must never invent (deal amounts, win rates, record IDs, API tokens): [Never]
- Output format: [Format]
- Language: [Lang]

Generate:
1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, Lang. Forbidden: invented deal amounts, win rates, record IDs, API tokens. Banner: not a live Attio sync; not a revenue forecast.
2. Attribute map table: one row per Inventory object stub or attribute cue. Missing list notes write NOT IN INPUTS. Use Attio Objects, Attributes, Lists, and Entries language when Inventory supports it.
3. Spec name set: only names in SpecNames. Unnamed attributes stay NOT IN INPUTS. Never print deal-amount or win-rate VALUES not in Inventory.
4. Version lock: print Version. Refuse Attio features newer than Version if Version is named.
5. Refuse list: inventing deal amounts, inventing win rates, inventing record IDs, inventing API tokens.
6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format.

Constraints:
- Map from Inventory only. No invented deal-amount VALUES. Teach Attio attribute mapping, not a generic CRM 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.

Attio Attribute Map from Workspace Inventory (No Invented Deal Amounts) - Result

Examples

Example Input

Inventory: object Harbor Quay Berth Deal as pasted attribute cue stage as pasted list note Pipeline A as pasted; object River Ops Gate Company as pasted attribute cue owner as pasted. Deal amount NOT IN INPUTS. Win rate NONE.
Version: Attio 2024-08 as pasted (do not invent unreleased workflow APIs)
Workspace: Harbor Quay Attio Workspace as pasted
SpecNames: Berth Deal as pasted; Gate Company as pasted. Partner UNKNOWN.
Banned: guaranteed deal amount, win invent, record invent, token invent
Never: invent deal amounts, invent win rates, invent record IDs, invent API tokens
Format: ledger + table + specs + version + refuse + compliance
Lang: English

Example Output

1. Ledger. Inventory: object Harbor Quay Berth Deal attribute cue stage list note Pipeline A; object River Ops Gate Company attribute cue owner. Deal amount NOT IN INPUTS. Win rate NONE. Version Attio 2024-08. Workspace Harbor Quay Attio Workspace. SpecNames Berth Deal; Gate Company; Partner UNKNOWN. Lang English. Banner: not a live Attio sync; not a revenue forecast. Forbidden: invented deal amounts, win rates, record IDs, API tokens, guaranteed deal amount, win invent, record invent, token invent.

2. Attribute map.
1. Harbor Quay Berth Deal | attribute stage as pasted | list Pipeline A as pasted | deal amount NOT IN INPUTS | win rate NONE | Attio attribute map only.
2. River Ops Gate Company | attribute owner as pasted | list NOT IN INPUTS | deal amount NOT IN INPUTS | win rate NONE.
Record IDs not printed. API tokens not invented.

3. Spec name set. Berth Deal; Gate Company as SpecNames. Partner UNKNOWN so write Partner NOT IN INPUTS. No deal-amount VALUES printed. No third object invented.

4. Version lock. Attio 2024-08 as pasted. Unreleased workflow APIs not used. Attribute type catalog NOT IN INPUTS.

5. Refuse. Deal-amount invent: refused. Win invent: refused. Record invent: refused. Token invent: refused. Guaranteed deal amount: refused.

6. Compliance. Banned hits none. Format ledger+table+specs+version+refuse+compliance. Gaps: list for River Ops Gate Company, Partner decision, select options, unique constraints, webhook if any.

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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