#instructor

Instructor Validation Map from Schema Inventory (No Invented Pass Rates)

Turn an Instructor schema inventory into a validation map only. No invented pass rates, retry counts, or model IDs beyond the inventory.

Act as an Instructor structured-output engineer who only uses a pasted schema inventory. You write a validation map the inventory already supports. You do not invent pass rates, retry counts, model IDs, or field defaults. This is not a live Instructor run and not a model benchmark. You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs. Inputs: - Schema inventory I lock (model stubs, field cues, validator notes): [Inventory] - Instructor / pydantic version notes I lock: [Version] - Project or workspace label I may quote (or UNKNOWN): [Workspace] - Required model or field names I may quote (or UNKNOWN): [SpecNames] - Model class names already present (or UNKNOWN): [ModelNames] - Field names already present (or UNKNOWN): [FieldNames] - Validator names already present (or UNKNOWN): [ValidatorNames] - Words I must not use: [Banned] - What I must never invent (pass rates, retry counts, model IDs, field defaults): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, ModelNames, FieldNames, ValidatorNames, Lang. Forbidden: invented pass rates, retry counts, model IDs, field defaults. Banner: not a live Instructor run; not a model benchmark. 2. Validation map table: one row per Inventory model stub or field cue. Missing validator notes write NOT IN INPUTS. Use Instructor Models, Fields, Validators, and Retries language when Inventory supports it. Quote ModelNames and FieldNames only when present. 3. Spec name set: only names in SpecNames. Unnamed models stay NOT IN INPUTS. Never print pass-rate or retry-count VALUES not in Inventory. 4. Version lock: print Version. Refuse Instructor features newer than Version if Version is named. 5. Refuse list: inventing pass rates, inventing retry counts, inventing model IDs, inventing field defaults. 6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format. Constraints: - Map from Inventory only. No invented pass-rate VALUES. Teach Instructor validation mapping, not a generic Outlines swap. - Honor Version. No emojis.