Local-first CLI for short-form video and creator analysis
Project description
shortform-ai
Local-first CLI for short-form video and creator analysis.
Recommended install paths:
brew install shortform-ai
# or
pipx install shortform-ai
Development usage from this monorepo:
PYTHONPATH=packages/content-ai-runtime python3 -m content_ai_runtime.cli doctor
The CLI reads a user's own local Instagram Chrome session only after an
explicit shortform-ai auth instagram --from-chrome command. Session values are
redacted from output and are stored in local secure storage when available.
content-ai remains available as a backwards-compatible command alias.
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