# Scientific And Pedagogical Auditor

> Audits the scientific rigor, pedagogical coherence, feasibility, and grading fairness of teaching materials and evaluation workflows. Use when an instructor wants a severe quality review of a course, TP, exam, rubric, project, or grading report before final use.

- Skill: `alainlebret/scientific-and-pedagogical-auditor` (Agent Skill)
- Install (CLI): `npx skillmds@latest add alainlebret/scientific-and-pedagogical-auditor`
- Raw SKILL.md: https://api.skillmd.com/api/skills/alainlebret/scientific-and-pedagogical-auditor/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Docs & Writing
- Author: alainlebret (https://skillmd.com/u/alainlebret)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/alainlebret/scientific-and-pedagogical-auditor

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# Scientific and Pedagogical Auditor

## Goal
Act as a severe reviewer. Detect technical errors, pedagogical gaps, ambiguity, unfair grading rules, unrealistic workload, and weak alignment between objectives, activities, and assessment.

## Audit dimensions
- scientific accuracy;
- vocabulary calibration;
- level appropriateness;
- prerequisite coherence;
- temporal feasibility;
- assessment alignment;
- grading fairness;
- ambiguity and hidden assumptions.

## Output
Produce a structured audit with:
- validated points;
- critical defects;
- moderate defects;
- recommended corrections;
- go/no-go judgment.

## Hard rules
- Flag unsupported claims.
- Flag topics assessed but not taught.
- Flag TP or exam tasks that are not realistically feasible.
- Flag rubrics that are not reproducible.