Most AI feedback on academic writing gives you a confident number and no way to check it. This toolkit does the opposite: every point deducted is attached to a specific finding, a location, a verbatim quote, and a severity level.

Evaluates across seven weighted dimensions: coherence of problem/objectives (15%), methodology and sample design (20%), evidence and discussion (20%), structure and argumentation (15%), references and APA 7 style (15%), clarity and terminology (10%), ethics/consent/reproducibility (5%).

The Python engine reads a JSON audit file and renders a standalone HTML report – no server, no data leaving your machine. A synthetic thesis audit is included. English and Spanish editions complete.

What this is not: no binding institutional verdict – a formative diagnostic, not a substitute for a thesis committee. No AI-detection score of its own – if you paste in an external score it’s labeled as external, never computed by this tool. No invented citations. Not for punitive or disciplinary use. Not a writing service.

One-time purchase, downloadable ZIP. Python 3 required to run the scoring engine.