backtest-audit-trail-for-regulatory-review SKILL.md skillA

backtest-audit-trail-for-regulatory-review from himanshuj16/algo-trading-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add himanshuj16/algo-trading-skills/backtest-audit-trail-for-regulatory-review@v2.0.0

Pins v2.0.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
himanshuj16/algo-trading-skills
Path
skills/backtest-audit-trail-for-regulatory-review/SKILL.md
Versions recorded
5
Latest version
v2.0.0, committed Sep 3, 2026
First version recorded
Jul 30, 2026
Size
8,122 bytes
Repository stars
50
License
Apache-2.0

Use when a backtest result needs a durable record of exactly what produced it: git commit SHA, per-file data checksums, hyperparameter manifest and environment, signed with HMAC for integrity against outsiders.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

## When to Use

Invoke this skill when performing strategy validation prior to live deployment or institutional client presentation, and you need a durable record of exactly what code, data, and parameters produced a set of backtested numbers. It captures git commit SHA, per-file input data checksums, hyperparameters, performance metrics, and execution environment, then authenticates the record with HMAC-SHA256 so later modification by anyone without the signing key is detectable.

## When NOT to Use

- **As proof to a regulator that your firm did not alter its own results.** HMAC is symmetric: whoever can sign can also forge. This gives integrity against outsiders, not non-repudiation against the issuer. See the trust-boundary note below.
- **As a substitute for compliant recordkeeping storage.** Under 17 CFR 240.17a-4(f) the durability obligation is met by the storage system (WORM or the audit-trail alternative), not by a hash embedded in a file.
- **For live order/trade event capture.** Order and execution event reporting is a different obligation with different systems — see the CAT and RTS 25 notes in `references/standards.md`.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add himanshuj16/algo-trading-skills/backtest-audit-trail-for-regulatory-review@sha256:26ce3ea064ad5dc9

The line at the top of this page pins the label v2.0.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_m4or7nyrqomsq3zd.svg)](https://markdownregistry.com/a/art_m4or7nyrqomsq3zd)

1 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Jul 30, 2026 and Sep 3, 2026, about one every 9 days.

versioncommittedcommitsizeaudit
v2.0.0 latest2026-09-03 8527a51 8,122 BA view · diff
v2.0.02026-09-03 64e8b01 8,191 BA view · diff
v2.0.02026-08-13 097e217 8,148 BA view · diff
v1.0.02026-08-07 89d1436 2,445 BA view · diff
v1.02026-07-30 dfc60c7 2,443 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (8122 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 · 50 stars · license Apache-2.0 · pushed 2026-09-14 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_m4or7nyrqomsq3zd
GET https://markdownregistry.com/api/v1/resolve?ref=himanshuj16/algo-trading-skills/backtest-audit-trail-for-regulatory-review
GET https://markdownregistry.com/api/v1/blob/26ce3ea064ad5dc997407a30fd59da18588e12b3b39c3d732655dd924cac2dc5

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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