Nick / npiv

Public GitHub User attribution for Chatblade. Full legal identity, team size, operator and control remain unknown. Current staff count, legal operator and controlling ownership were not independently established; this page does not certify independent-small-company status.

Chatblade combines piped input, reusable prompts and native response extraction in a Python CLI. Its ordinary dispatch-record case passed, including JSON nulls and native removal of response fences. The boundary kept confirmed fields but returned missing values as strings, failing the original null condition.

Official PyPI Chatblade 0.7.0 source distribution matches its published SHA-256; fixed commit 9f12a3405a1daf0f09da0e0889d97ac366ceaa7b. All 10 installed Python module files match the source. Python 3.12.14 task-only venv with OpenAI SDK 1.35.15 and httpx 0.27.2 compatibility constraint. Native custom --openai-base-url, --extract --only --no-format, temperature 0 and non-streaming; product source unchanged. Native scratch sessions are saved only in the dedicated lab profile.

The fixed source license is GPL v3. The official package and existing cached local model required no payment, trial or new weights in this pilot. Hosted model providers can charge separately. Hardware, energy, setup, maintenance and review costs were not measured.

Both original synthetic cases ran once with the official native CLI and an existing cached Qwen model. First outputs and every frozen condition are preserved. No customer message, purchase order, generated command or upload was performed; no answer repair or quality rerun occurred. These observations cover the recorded configuration and do not establish general prompt-injection resistance.