llms-full.txt llms.txt fileA

llms-full.txt from himanshuj16/algo-trading-skills is an llms.txt file: plain text a project publishes for AI models to read.

Install it, pinned
mdr add himanshuj16/algo-trading-skills/llms-full.txt@git:20260903.327fc0d

Pins git:20260903.327fc0d in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 14 of 14 checks passed
Kind
llms.txt file
Repository
himanshuj16/algo-trading-skills
Path
llms-full.txt
Versions recorded
3
Latest version
git:20260903.327fc0d, committed Sep 3, 2026
First version recorded
Aug 8, 2026
Size
4,704 bytes
Repository stars
50
License
Apache-2.0

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

# Algo-Trading-Skills — Extended Documentation for LLM Context Windows

## Overview
Algo-Trading-Skills is an open-source engineering library of algorithmic trading playbooks
in the agentskills.io format, written for AI coding agents (Claude Code, GitHub Copilot,
Cursor, Windsurf, Cline, Gemini CLI, OpenAI Codex CLI, Aider, Continue).

## Architectural Design Pattern
Each skill follows progressive disclosure:
1. Frontmatter (name + description, ~100 tokens): what the skill does and when to trigger
   it. This is all an agent reads while deciding which skill applies.
2. SKILL.md body (~2,000-3,700 tokens): `When to Use`, `When NOT to Use`, `Prerequisites`,
   `Workflow`, `Common Pitfalls`, `Verification`, `Related Skills`.
3. `references/`: standards.md (regulatory and vendor specifications with sources) and
   workflows.md (full technical procedure).
4. `scripts/`: a standalone Python helper module plus its `test_*.py` unittest suite.
5. `assets/checklist.md`: sign-off checklist derived from the Verification section.

## Frontmatter contract
The agentskills.io specification allows six top-level fields (`name`, `description`,
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add himanshuj16/algo-trading-skills/llms-full.txt@sha256:ba009c79098d236a

The line at the top of this page pins the label git:20260903.327fc0d, 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_vzjan3mbf3ihnc46.svg)](https://markdownregistry.com/a/art_vzjan3mbf3ihnc46)

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

Versions

The registry has recorded 3 versions of this file, between Aug 8, 2026 and Sep 3, 2026, about one every 13 days.

versioncommittedcommitsizeaudit
git:20260903.327fc0d latest2026-09-03 327fc0d 4,704 BA view · diff
git:20260903.8527a512026-09-03 8527a51 4,664 BA view · diff
git:20260808.28da2d52026-08-08 28da2d5 2,003 BA view

Audit of the latest version

A  14 of 14 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Size between 200 bytes and 200 KB (4704 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_vzjan3mbf3ihnc46
GET https://markdownregistry.com/api/v1/resolve?ref=himanshuj16/algo-trading-skills/llms-full.txt
GET https://markdownregistry.com/api/v1/blob/ba009c79098d236ae8f83f83c3cd7aa439708f4d86d6a32207cecfb566139380

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: how to add an llms.txt file to a website · which agent file does what.

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