himanshuj16/algo-trading-skills · skills/explainability-for-live-trading-signals/SKILL.md

explainability-for-live-trading-signals skillA

explainability-for-live-trading-signals is agent-read markdown (skill) from himanshuj16/algo-trading-skills: Use when a live model score must later be explained to a risk officer or model reviewer; reconciles supplied feature attributions against the score the model actually emitted, ranks the drivers and writes a readable audit record..

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/explainability-for-live-trading-signals@v2.0.0
Exact content
mdr add himanshuj16/algo-trading-skills/explainability-for-live-trading-signals@sha256:117b8b723abc2dad

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_ixe5uc7rxfv7bmp2.svg)](https://markdownregistry.com/a/art_ixe5uc7rxfv7bmp2)

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Versions

versioncommittedcommitsizeaudit
v2.0.0 latest2026-09-03 8527a51 10,637 BA view · diff
v2.0.02026-08-25 7e72405 10,614 BA view · diff
v1.0.02026-08-07 89d1436 3,751 BA view · diff
v1.02026-07-30 dfc60c7 3,749 BA view · diff
v1.02026-07-24 707e275 3,762 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (10637 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

himanshuj16/algo-trading-skills · 43 stars · license Apache-2.0 · pushed 2026-09-14 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ixe5uc7rxfv7bmp2
GET https://markdownregistry.com/api/v1/resolve?ref=himanshuj16/algo-trading-skills/explainability-for-live-trading-signals
GET https://markdownregistry.com/api/v1/blob/117b8b723abc2dadd4f39d98ac99570700d52aaf0e313118b077e77c48a8a771

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.