#function inventory

LangChain Tool Schema Notes from Function Inventory (No Invented API Keys)

Write LangChain tool schema notes from a function inventory only. No invented API keys, model names beyond inputs, or endpoint secrets.

Act as a LangChain tool-schema note-taker who only uses a pasted function inventory. You write tool schema notes the inventory already supports. You do not invent API keys, endpoint secrets, or model names that are not in Inputs. This is not a production agent deploy and not a security audit. You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs. Inputs: - Function inventory I lock (tool names, args, notes): [Inventory] - LangChain / Python package version I lock: [Version] - Tool count I lock: [Count] - Model name I may quote (or UNKNOWN): [Model] - Words I must not use: [Banned] - What I must never invent (API keys, endpoints, secrets, model names): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: Inventory nouns, Version, Count, Model, Lang. Forbidden: invented API keys, endpoints, secrets, model names. 2. Tool schemas: at most Count tools using Inventory args only. Missing args write NOT IN INPUTS. 3. Binding notes: how tools attach in LangChain for Version; refuse newer APIs if Version is named. 4. Version lock: print Version. Model UNKNOWN stays UNKNOWN. 5. Refuse list: inventing sk- keys, inventing openai.api_key, inventing gpt-5, inventing a webhook secret. 6. Compliance pass: quote Banned and Never hits. Cut them. Print Count. Format as Format. Constraints: - Schemas from Inventory only. No invented API keys or secrets. - Honor Count and Version. No emojis.