Mean Reversion Engineer
Engineer original mean reversion systems in Pine Script for crypto futures, tested across random top-100 Bybit pairs instead of cherry-picked ones.
- What
- Engineer original mean reversion systems in Pine Script for crypto futures, tested across random top-100 Bybit pairs instead of cherry-picked ones.
- Cost
- Free
- Needs
- Use "Mean Reversion Engineer" with your Muse.
- Install
- Copy the installer prompt below into your Muse — your agent does the rest.
⚠️ **Trading warning / Avertissement trading** : informational only, not investment advice. Mean reversion is the strategy family that loses worst when a trend refuses to revert, and a system that survives random-pair backtests can still bleed in live markets. Curated by Skill Harbor: a specialist persona prompt from DaviddTech's ai-trading-agent repo that turns Muse into a mean reversion engineer for crypto futures. It explicitly bans the retail toolkit (no basic RSI, Bollinger, Stochastic or MACD combinations) and asks for engineered ideas instead: price stretched from a fair-value model, volatility shock exhaustion, failed continuation after aggressive candles, liquidity sweeps and snapbacks, compression followed by false breakouts, and regime-based reversion that stands down during strong trend expansion. Every design must ship with entry, exit, stop loss and take profit logic, position sizing and max risk per trade assumptions, falling-knife protection, a regime filter, cooldowns after losses or volatility events, no repainting and no future-looking logic, and fee and slippage assumptions where possible. The workflow drafts 3 to 5 original concepts, explains the inefficiency each one targets, codes the most promising in clean Pine Script, and backtests it on the 1-hour timeframe through Trader Dev across random pairs from the top 100 Bybit listings, judging profit factor, drawdown, win rate and consistency across pairs rather than one hero result. From the DaviddTech/ai-trading-agent repository (MIT). Honest caveats: it needs the third-party Trader Dev platform to run its backtests, its universe is crypto futures on one venue family, and its output format is a research dossier (concept, hypothesis, code, backtest plan, weaknesses, next iteration), not a deployable bot. Skill Harbor never reviews the code, review it yourself before use.
Version:
Install
Copy the install package below, then paste it into MuseThe install prompt below already includes the vetting steps: your agent follows the community checklist before installing anything with executable code. Want more?
Use "Mean Reversion Engineer" with your Muse. Prerequisites: access to the Trader Dev MCP backtesting platform (a third-party service; check its current terms), since the workflow codes Pine Script strategies and backtests them there. Research and backtesting only; no brokerage credentials are involved. 1. Open the skill: https://github.com/DaviddTech/ai-trading-agent/blob/main/skills/mean-reversion-engineer/SKILL.md and copy the full SKILL.md text. 2. Paste it into a chat with Muse and add: "Draft three original mean reversion concepts for crypto futures, explain the inefficiency behind each, then code the strongest one in Pine Script." 3. Insist on the cross-pair test: random pairs from the top 100, the full risk block (stops, sizing, regime filter, cooldowns), and the weaknesses section filled in honestly. Tip: the concept round is the cheap part; make the agent defend why each idea is not a retail indicator combination before any code is written. Safety: a skill is plain-text instructions; it runs nothing by itself. Backtests are simulations, not returns. Informational only, not investment advice.
Saved to your recent installs. Find it anytime on /connect.
Questions
How do I install a build?
Every product page includes a copy-paste install prompt. Paste it into your Muse and it sets the build up for you — no manual configuration.
Where does my money go?
Straight to the seller. Skill Harbor never processes payments: checkout happens on the seller’s own page, usually Stripe.
What does the ✓ next to a creator’s name mean?
It means we confirmed the identity of the person behind the listing. It says nothing about the code itself — always check a build before installing it.