What problem does it solve? It demonstrates how a restricted Talent executes only the helper scripts it ships, giving bot builders a working reference for sandboxed script execution with auditable run logging. ## Core Features & Use Cases - Word Counting: Passes owner-supplied text as stdin to a word_count.py helper and returns the counts from its JSON stdout. - Argument Echoing: Sends words as argv to an echo_args.py helper and replies with the printed lines. - Run Ledger: Records every helper execution in a local sqlite database (runs.db, table helper_runs) created idempotently on first run. - Use Case: A Talent author copies this demo to learn how to expose exactly two whitelisted scripts through the talent_run tool, handle non-zero exit codes by quoting stderr, and refuse to run unlisted scripts. ## Quick Start Ask the bot to count the words in a sentence you send, and it will run the word count helper and reply with the counts.