Slide evaluate
Skill DaRL-GenAI/instructional_agents-skills/skills/slide-evaluate
Evaluate generated course slides from two perspectives — Program Chair (academic rigor) and Test Student (clarity, engagement). Use when the user wants feedback on existing slide materials, asks "review these slides", "evaluate this course", or after running `course-generate` and wanting quality feedback.From its SKILL.md
npx -y skills add DaRL-GenAI/instructional_agents-skills --skill slide-evaluateAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
3 things to look at
- reads credentialsReads from 1 credential source: `OPENAI_API_KEY`.
- 1 stars1 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.
- runs commandsInstructs the agent to run 2 commands, including `pip install instructional-agents` and 1 more.
SKILL.md
1.9 KB, 413 tokens by cl100k_base, as published. Nobody here has run it
Slide Evaluate
Runs two validation agents over generated course materials and writes markdown evaluation reports.
- Program Chair — academic rigor, assessment validity, alignment with program standards, coherence.
- Test Student — clarity, engagement, learning support, accessibility.
When to invoke this skill
- User has a directory of generated slides (from
course-generateor manual) and wants quality feedback - User asks "how good is this course?" / "review these slides"
- Used as the Phase 3 evaluation in the ADDIE pipeline
Prerequisites
pip install instructional-agentsOPENAI_API_KEYset in the environment
Usage
python3 "${CLAUDE_PLUGIN_ROOT}/skills/slide-evaluate/scripts/evaluate.py" \
<course_dir> [--model gpt-4o-mini] [--role both|pc|student]
Arguments
| Arg | Required | Description |
|---|---|---|
<course_dir> | yes | Directory with LO / syllabus / slides / scripts / assessment |
--model | no | LLM model name (default: gpt-4o-mini) |
--role | no | pc, student, or both (default: both) |
Expected course_dir layout
course_dir/
├── learning_objectives.md
├── syllabus.md
├── assessment.md
├── chapter_1/
│ ├── slides.tex
│ ├── script.md
│ └── assessment.md
└── ...
Output
course_dir/evaluation/
├── program_chair_review.md
└── test_student_review.md
Citation
Built on the ValidationAgent from Instructional Agents (arXiv:2508.19611).
What ships with it: 1 file
2.4 KB alongside SKILL.md, 1 of them executable
scripts/
- evaluate.pyruns2.4 KB