Public, sanitized template for building an asset-analysis automation loop from synthetic inputs. The repository demonstrates the reproducible method without including real providers, issuer names, accounts, target sites, or production records.
This project focuses on the analysis loop that comes after collection:
flowchart LR
A["Synthetic report metadata"] --> B["Normalize fields"]
B --> C["Build features"]
C --> D["Score assets"]
D --> E["Rank watchlist"]
E --> F["Generate review report"]
F --> G["Human review"]
The template is useful when you want to publish an automation method while keeping real collection targets and private datasets outside the public repo.
git clone https://github.com/yzyzero0098/asset-analysis-loop-template.git
cd asset-analysis-loop-template
python -m venv .venv
.\.venv\Scripts\Activate.ps1
pip install -e .Run the synthetic example:
python -m asset_analysis_loop.cli run-loop --input examples\synthetic_reports.csv --out outputsThe command writes:
outputs/normalized.csv
outputs/features.csv
outputs/ranked_assets.csv
outputs/review_report.md
Input rows use neutral identifiers only:
run_date,source_id,asset_id,report_date,opinion,current_value,target_value
2026-01-15,SOURCE_A,ASSET_001,2026-01-15,positive,1000,1250Expected review report excerpt:
# Synthetic Asset Review
Top ranked synthetic assets are listed for human review.
No publication is attached. This repository is a public methods template for automation and reproducible analysis-loop design.
If you use this repository, please cite:
Lee J. Asset Analysis Loop Template. GitHub repository.
https://github.com/yzyzero0098/asset-analysis-loop-template
This repository is released under the MIT License. See LICENSE.
- real provider names
- real issuer or asset names
- login or account workflows
- production crawling targets
- private reports, spreadsheets, or logs