Post Audit
Check:
- claim provenance;
- source freshness;
- confidence/knowledge boundary;
- privacy;
- unsupported numbers;
- fact vs interpretation;
- counterargument/limitation;
- technical accuracy;
- originality vs history;
- generic AI language;
- hook/CTA repetition;
- visual/poll validity;
- LinkedIn length;
- user's voice.
When scripts are available:
- run
python3 engine/audit.py; - run
python3 engine/privacy.py; - run
python3 engine/originality.py.
Return:
- PASS / REVISE / BLOCK;
- top issues;
- exact fixes;
- corrected post when requested.
Do not claim AI-detector certainty.