| name | template-pipeline |
| version | 1.0.0 |
| description | Numbered pipeline stage orchestrators (stages 00–12) for the template research framework. Each stage_NN_*.py is a thin orchestrator that wires the repo root onto sys.path and delegates to infrastructure/ modules.
|
| tags | ["pipeline","orchestration","stages","template"] |
| trigger | run a pipeline stage|stage_0[0-9]|stage_1[0-2]|connector_search|provenance_record|research_workflow |
template-pipeline
Numbered pipeline stage scripts in scripts/pipeline/.
When to use
Load this skill when you need to:
- Run or debug a specific pipeline stage
- Add a new stage script
- Understand the stage → infrastructure module mapping
- Work with opt-in stages (08 connector_search, 09 provenance_record, 10 research_workflow)
Stage inventory
| Script | Infrastructure module |
|---|
stage_00_setup.py | infrastructure.core.runtime.environment |
stage_01_test.py | infrastructure.core.testing |
stage_02_analysis.py | infrastructure.core.analysis |
stage_03_render.py | infrastructure.rendering |
stage_04_validate.py | infrastructure.validation |
stage_05_copy.py | infrastructure.core.files |
stage_06_llm_review.py | infrastructure.llm |
stage_07_executive_report.py | infrastructure.reporting |
stage_08_connector_search.py | infrastructure.search.connectors (opt-in) |
stage_09_provenance_record.py | infrastructure.provenance (opt-in) |
stage_10_research_workflow.py | infrastructure.research.ResearchWorkflow (opt-in) |
stage_11_ebook.py | infrastructure.publishing.ebook |
stage_12_metadata.py | infrastructure.publishing.metadata |
Bootstrap pattern
sys.path.insert(0, str(Path(__file__).resolve().parents[2]))
from scripts import ensure_repo_root_on_path
ensure_repo_root_on_path()
Pitfalls
- Always use
parents[2] (not parent.parent) — scripts live at depth 3.
- Opt-in stages (08–10) should exit 2 when backend is absent, not 1.
- Never add business logic to stage scripts — keep them thin orchestrators.
