json-shaper-lite

Read a local text file (key: value notes, .csv, .tsv or a Markdown table) and return typed JSON. Use this when the data is in a file on this computer, so you don't have to paste it. The file is only read, never changed. Do not use it for Excel (.xlsx), PDF or other binary files, for files that are already JSON, or for app logs. path: full path to a UTF-8 text file, up to 5 MB. format: "auto" (default) picks for you. Or force "kv" (key: value or key=value lines, a blank line starts a new record), "csv" (comma, semicolon, tab or | separated, first row is the header) or "markdown" (a | pipe | table, first row is the header). Returns {"format": <format used>, "data": <JSON>}, the same as shape_text_to_json.

Turn pasted text (key: value notes, CSV/TSV or a Markdown table) into typed JSON. Use this when you have plain-text records or a table in the conversation and need clean JSON you can trust, without guessing values yourself. It is plain code, not an AI model, so the same text always gives the same JSON and nothing is made up. Do not use it when the text is already JSON, is nested data, is app logs, or is a file on disk (use shape_file_to_json for files). format: "auto" (default) picks for you. Or force "kv" (key: value or key=value lines, a blank line starts a new record), "csv" (comma, semicolon, tab or | separated, first row is the header) or "markdown" (a | pipe | table, first row is the header). Returns {"format": <format used>, "data": <JSON>}. data is a list of records for CSV and tables. For key: value text it is one object, or a list when blank lines split it into several records. Keys become lower_snake_case. Numbers become numbers, yes/no and true/false become booleans, empty or "null" becomes null.