binquery: a local CLI shortlist, now also an agent skill

I cut from a local footage box. I wanted 8–15 candidates from one sentence, not a full-library skim and not an auto-edit.

binquery is a local Python CLI. You index your own folder with ffmpeg + OpenCLIP. query encodes only the sentence and prints a shortlist: path, score, gate, reasons. Limit is 8–15. People still watch.

It is not a browser. It is not on PyPI. Clone, then:

python3 -m venv .venv
.venv/bin/pip install -e .

Needs ffmpeg / ffprobe on the machine.

Agents can install the instructions as a skill (this does not install the Python package):

npx -y skills add jennifferweslowski-design/binquery

Or copy skills/binquery/

into .agents/skills/binquery

or .claude/skills/binquery

.