himanshuj16/algo-trading-skills · skills/backtest-look-ahead-in-universe-selection/SKILL.md

backtest-look-ahead-in-universe-selection skillA

backtest-look-ahead-in-universe-selection is agent-read markdown (skill) from himanshuj16/algo-trading-skills: Use when the backtest picks its universe by a rule such as top 50 by market cap or current index membership; audits membership timestamps so 2015 is not traded with 2026 constituents. Feature-level leakage belongs to lookahead-bias-elimination..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add himanshuj16/algo-trading-skills/backtest-look-ahead-in-universe-selection@v2.0.0
Exact content
mdr add himanshuj16/algo-trading-skills/backtest-look-ahead-in-universe-selection@sha256:11666070d2591750

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_3ra6c2mprd7c7ysx.svg)](https://markdownregistry.com/a/art_3ra6c2mprd7c7ysx)

0 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
v2.0.0 latest2026-09-03 8527a51 7,212 BA view · diff
v2.0.02026-09-03 64e8b01 7,244 BA view · diff
v2.0.02026-08-13 097e217 7,206 BA view · diff
v1.0.02026-08-07 89d1436 2,230 BA view · diff
v1.02026-07-30 dfc60c7 2,219 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.

Source

GitHub

himanshuj16/algo-trading-skills · 2 stars · license Apache-2.0 · pushed 2026-09-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_3ra6c2mprd7c7ysx
GET https://markdownregistry.com/api/v1/resolve?ref=himanshuj16/algo-trading-skills/backtest-look-ahead-in-universe-selection
GET https://markdownregistry.com/api/v1/blob/11666070d2591750ecc16a97263f309707625bd613e03cc88497a2b574ce00e2