scholar-evaluation
Provide qualitative-first, evidence-traceable developmental review of scholarly works and audit low-stakes research-assessment rubrics with optional local quality controls. Never use for ranking people or consequential decisions.
- Version
- 2.1
- License
- MIT
- Compatibility
- Requires Python 3.11+ for optional bundled standard-library CLIs. All tooling is local JSON/CSV processing with no network, credentials, external models, or subprocesses.
Pinned to revision 14ee3e3c90da, so it is the text this page describes rather than whatever the author pushed since.
Pre-approved tools experimental
Experimental field. Support varies between clients, so this list is what the author declared, not what your client will enforce.
- Read
- Write
- Bash
- Glob
- Python
Files
- skills/scholar-evaluation/SKILL.md
- skills/scholar-evaluation/assets/evaluation_template.json
- skills/scholar-evaluation/assets/evidence_manifest_template.json
- skills/scholar-evaluation/assets/process_checklist_template.json
- skills/scholar-evaluation/assets/ratings_template.csv
- skills/scholar-evaluation/assets/rubric_template.json
- skills/scholar-evaluation/references/evaluation_framework.md
- skills/scholar-evaluation/references/local_tooling.md
- skills/scholar-evaluation/references/responsible_assessment.md
- skills/scholar-evaluation/references/security_validation.md
- skills/scholar-evaluation/references/source_ledger.md
- skills/scholar-evaluation/scripts/_common.py
- skills/scholar-evaluation/scripts/calculate_scores.py
- skills/scholar-evaluation/scripts/check_process.py
- skills/scholar-evaluation/scripts/check_traceability.py
- skills/scholar-evaluation/scripts/generate_report_scaffold.py
- skills/scholar-evaluation/scripts/summarize_agreement.py
- skills/scholar-evaluation/scripts/validate_rubric.py
- skills/scholar-evaluation/scripts/weight_sensitivity.py
Every link opens the file at its source, pinned to the revision this page describes.