himanshuj16/algo-trading-skills · skills/adversarial-robustness-of-trading-signals/SKILL.md

adversarial-robustness-of-trading-signals skillA

adversarial-robustness-of-trading-signals is agent-read markdown (skill) from himanshuj16/algo-trading-skills: Use before promoting an ML trading signal, to measure how often epsilon-bounded feature perturbations flip its output. A black-box gradient-free test; for a differentiable net, true FGSM or PGD gives a tighter worst-case bound..

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/adversarial-robustness-of-trading-signals@v1.3.0
Exact content
mdr add himanshuj16/algo-trading-skills/adversarial-robustness-of-trading-signals@sha256:78612228896981a1

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_5zl4e462yqz2ahss.svg)](https://markdownregistry.com/a/art_5zl4e462yqz2ahss)

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Versions

versioncommittedcommitsizeaudit
v1.3.0 latest2026-09-04 48bcc05 15,144 BA view · diff
v1.3.02026-09-03 8527a51 15,143 BA view · diff
v1.3.02026-09-03 eb7108c 15,403 BA view · diff
v1.2.02026-08-13 097e217 12,594 BA view · diff
v1.1.02026-08-07 89d1436 2,313 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_5zl4e462yqz2ahss
GET https://markdownregistry.com/api/v1/resolve?ref=himanshuj16/algo-trading-skills/adversarial-robustness-of-trading-signals
GET https://markdownregistry.com/api/v1/blob/78612228896981a10a25d332ee31f283717152996349820614bde18c49619a46