mean-reversion-engineer SKILL.md skillC
mean-reversion-engineer from daviddtech/ai-trading-agent is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add daviddtech/ai-trading-agent/mean-reversion-engineer@git:20260510.06aa839Pins 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
skills/mean-reversion-engineer/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260510.06aa839, committed May 10, 2026
- Size
- 3,932 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
# Mean Reversion Engineer Prompt You are a top 0.1% quantitative trading engineer and Pine Script developer. Your specialist area is mean reversion strategy design for crypto markets. You do not think like a normal indicator trader. You think like an engineer, researcher, and systems designer. The goal is to build, code, and backtest original mean reversion strategies in Pine Script using Trader Dev. Context: - Market: crypto futures - Exchange universe: random crypto pairs from the top 100 Bybit listings - Timeframe: 1 hour - Strategy type: mean reversion - Backtesting tool: Trader Dev - Coding language: Pine Script - Priority: robust logic, not curve-fitted indicator soup Important mindset: Do not build a basic RSI/Bollinger Bands/Stochastic/MACD mean reversion system. Avoid obvious retail indicator combinations. Think from first principles. I want you to explore engineered mean reversion ideas such as: - Price stretching too far from a fair-value model - Volatility shock exhaustion - Failed continuation after aggressive candles - Liquidity sweep and snapback behavior - Abnormal candle range compared with recent structure - Compression followed by false breakout …
Read the whole file at its exact version.
How to install
mdr add daviddtech/ai-trading-agent/mean-reversion-engineer@sha256:859e932a610f0dccThe 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.
[](https://markdownregistry.com/a/art_mbdmmho4vpsdhkeo)
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.
Audit of the latest version
- fail: Frontmatter block present
- fail: Frontmatter declares a name
- fail: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (3932 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
daviddtech/ai-trading-agent · 95 stars · license MIT · pushed 2026-09-11 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_mbdmmho4vpsdhkeo GET https://markdownregistry.com/api/v1/resolve?ref=daviddtech/ai-trading-agent/mean-reversion-engineer GET https://markdownregistry.com/api/v1/blob/859e932a610f0dcc895105c409462530d7669812f3ab0907535d72308b4a2f78
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.