| name | template-advanced-literature-review |
| description | Multi-phase literature-review exemplar with phase-aware retrieval, filtering, provenance, and cross-phase validation. |
| version | 0.1.0 |
| author | docxology |
| license | CC-BY-4.0 |
| tags | ["exemplar","literature","systematic-review","multi-phase"] |
template-advanced-literature-review
Load this project-scoped skill when working inside
projects/templates/template_advanced_literature_review/ or forking it into a
new phased literature-review pipeline.
When to Use
- A review requires distinct query phases or methodological eras.
- Papers must retain discovery-phase and cross-phase provenance.
- Phase-specific deterministic or optional LLM filters need validation.
Quick Reference
uv run python scripts/pipeline/stage_01_test.py --project templates/template_advanced_literature_review --project-only
uv run python scripts/pipeline/stage_02_analysis.py --project templates/template_advanced_literature_review
uv run python scripts/pipeline/stage_03_render.py --project templates/template_advanced_literature_review
uv run python scripts/pipeline/stage_04_validate.py --project templates/template_advanced_literature_review
Pitfalls
- Stage 01 retrieval is live network work; the tracked corpus is an evidence snapshot.
- Keep phase logic in
src/multi_phase/ and numbered scripts thin.
- Use real local HTTP servers in tests; never introduce mock frameworks.
- Run stage 11 before stage 10 when adding full-text reproducibility evidence.
