parity-check

Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/open-quant-parity-check

About

Use cases: data, research

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Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

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What's inside

Skill name

parity-check

Description

Verify parity between notebook-like pipeline execution and scripted experiment workflows so research findings are reproducible.

License

MIT

Instructions

32 lines in SKILL.md · view on GitHub

# Parity Check

Use this skill when confirming notebook results and experiment-runner results are consistent for core metrics.

## What this skill does

1. Runs notebook-like pipeline calls in Python.
2. Runs scripted experiment runner paths.
3. Compares key outputs:
   - event count
   - realized Sharpe
   - portfolio Sharpe
   - net Sharpe (where applicable)

## Primary test target

- `python/tests/test_experiment_scaffold.py`

## Command

```bash
uv run --python .venv/bin/python pytest python/tests/test_experiment_scaffold.py -q
```

## Escalation criteria

If metrics drift:
1. Check config mismatch (`pipeline`/`costs`/`gates`).
2. Check dataset seed and asset list.
3. Check run manifest `config_digest` and git SHA.

Signals

Stars

52

Forks

6

Open issues

3

Last commit (this folder)

Mar 4, 2026 (7 months ago)

From GitHub (fetched Oct 24, 2026).

Details

License

MIT

Repository

github.com/Open-Quant/openquant

Website

open-quant.github.io/openquant/

First seen

Oct 24, 2026

Last checked

Oct 24, 2026

Source

GitHubgithub-graphql