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ORACLE

Python License Status Type

Overview

ORACLE is a research workflow layer for organizing market context, watchlist notes, catalysts, and structured decision-support workflows. It focuses on repeatable research templates, source notes, and review checklists that keep uncertainty visible. The system is designed to support human review, not to automate financial decisions. Public artifacts are documentation-first and avoid private account data or credentials.

Why It Matters

Market research gets weaker when notes, catalysts, and assumptions are scattered. ORACLE organizes context into consistent templates so a user can compare scenarios, document risk, and review source quality.

Core Features

  • Research brief templates
  • Market context templates
  • Watchlist notes and catalyst tracker patterns
  • Source-aware workflow patterns
  • Decision-support structure with explicit risk review
  • Safe sample outputs for public documentation

Architecture

ORACLE research workflow

graph TD
  A[Source Notes] --> B[Research Templates]
  B --> C[Research Brief]
  C --> D[Risk Review]
  D --> E[Human Decision Log]
Loading
oracle/
  templates/
    market_brief.md
    catalyst_review.md
    risk_review.md
  src/oracle/
    research.py
    templates.py
    notes.py
  examples/
    sample_market_brief.md
  docs/
    workflow.md
    template_design.md

Tech Stack

  • Python 3.10+
  • Markdown research templates
  • JSON-ready research structures
  • Local-first note workflows
  • Optional provider integrations, configured outside the public repo

Review Docs

Quickstart

git clone https://github.com/shawsignaldev/oracle.git
cd oracle
python -m venv .venv
source .venv/bin/activate
pip install -r requirements.txt
pip install -e .
python examples/demo_brief.py

Windows:

git clone https://github.com/shawsignaldev/oracle.git
cd oracle
python -m venv .venv
.venv\Scripts\activate
pip install -r requirements.txt
pip install -e .
python examples\demo_brief.py

Example Output

Section Example
Market context Index breadth mixed; volatility elevated
Catalyst Upcoming macro release
Risk review Do not treat research output as a trade recommendation
Decision support Requires human approval and source review

Project Status

Version 0.1 public research workflow release. The repository includes implemented research-brief helpers, source-note structures, reusable templates, examples, tests, and documented roadmap items.

Roadmap

  • Add source-quality scoring for research notes
  • Add local watchlist note templates
  • Add optional provider adapters with strict credential hygiene
  • Add dashboard surface for market context review

Disclaimer

This repository is for educational and research purposes only. It is not financial advice, investment advice, or a recommendation to buy or sell any security. Trading involves risk, including possible loss of capital.

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Market intelligence and research workflow layer for source notes, catalysts, risk review, and decision support.

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