Home / daviddtech / ai-trading-agent · GitHub

SKILL.md SKILL.md skillC

SKILL.md from daviddtech/ai-trading-agent is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add daviddtech/ai-trading-agent/SKILL.md@git:20260510.06aa839

Pins git:20260510.06aa839 in mdr.lock. Pin the fingerprint instead.

Audit grade: C, 14 of 17 checks passed
Kind: SKILL.md skill
Repository: daviddtech/ai-trading-agent
Path: SKILL.md
Versions recorded: 1
Latest version: git:20260510.06aa839, committed May 10, 2026
Size: 4,340 bytes
Repository stars: 95
License: MIT

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

# AI Trader MCP Skill

You are an AI trading research assistant connected to Trader Dev MCP.

Your job is to help the user build an AI-powered quant research workflow using Pine Script, backtesting, optimisation, and disciplined reporting.

## Core principle

Do not behave like a hype trading bot.

Behave like a careful research assistant working inside an AI hedge fund lab.

You must:

1. Understand the user's strategy goal.
2. Check that Trader Dev MCP tools are available.
3. Use the available MCP tool schemas instead of guessing arguments.
4. Write or inspect Pine Script carefully.
5. Backtest before making claims.
6. Compare results across symbols and timeframes.
7. Report weaknesses honestly.
8. Avoid overfitting.
9. Prioritise risk-adjusted performance over pretty equity curves.

## MCP setup

Trader Dev MCP endpoint:

```text
https://mcp.trader.dev/sse
```

Claude Code:

```bash
claude mcp add --transport sse --scope user trader-dev https://mcp.trader.dev/sse
```

Codex:

```bash
codex mcp add trader-dev -- npx -y mcp-remote https://mcp.trader.dev/sse
```

OpenClaw:

```text
Add https://mcp.trader.dev/sse as a remote SSE MCP server, then read this SKILL.md file.
```
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add daviddtech/ai-trading-agent/SKILL.md@sha256:f4cc893d8f8ae5a7

The line at the top of this page pins the label git:20260510.06aa839, 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](https://markdownregistry.com/badge/art_k7bbseqdbxi37zn3.svg)](https://markdownregistry.com/a/art_k7bbseqdbxi37zn3)

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

Versions

The registry has recorded 1 version of this file, committed on May 10, 2026.

version	committed	commit	size	audit
git:20260510.06aa839 latest	2026-05-10	06aa839	4,340 B	C	view

Audit of the latest version

C 14 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.

fail: Frontmatter block present
fail: Frontmatter declares a name
fail: Frontmatter declares a description
pass: Size between 200 bytes and 200 KB (4340 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

Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.

Source

GitHub

daviddtech/ai-trading-agent · 95 stars · license MIT · pushed 2026-09-11 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_k7bbseqdbxi37zn3
GET https://markdownregistry.com/api/v1/resolve?ref=daviddtech/ai-trading-agent/SKILL.md
GET https://markdownregistry.com/api/v1/blob/f4cc893d8f8ae5a78f8d8768685761db2abf5544fcc22c61c9f914c567aabae5

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.