superior-skills

Superior Skills

Trading strategies and intelligence tools for Superior Trade — natural-language strategy authoring, backtesting, and autonomous deployment on Hyperliquid.

Designed for OpenClaw users adding trading capabilities to their agent, and for traders who want validated templates rather than rolling their own.

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Validated strategies (with backtest evidence)

These strategies have backtest evidence on real Hyperliquid data. Numbers are full-period (162 days, 2025-11-20 → 2026-05-01) unless noted.

Strategy	Regime	Pairs tested	Trades	Win	Profit	Max DD	File
Donchian Strong-Regime	Strong directional trend	BTC	6	100%	+6.69%	0%	donchian-strong-regime
Bollinger Reverter 4h	Range / chop (ADX<25)	BTC/ETH/SOL/DOGE	84	65.5%	+8.77%	18.5%	bollinger-reverter-4h

Paired together as separate sub-accounts, the two strategies are regime-complementary: the Donchian gate fires zero trades during the chop windows where the Bollinger reverter thrives, and the Bollinger reverter mildly underperforms during the strong-trend windows the Donchian captures.

Template strategies (starting points)

Reference templates for adapting to your own thesis. Backtest before deploying.

• dca-weekly — dollar-cost averaging with scheduled buys
• grid-trading — profit-laddered position adjustment
• funding-rate-arbitrage — negative-funding capture (carry)
• funding-squeeze — funding-extreme squeeze ride
• basis-arb — spot-perp basis convergence
• breakout — Donchian breakout with trailing stop
• mean-reversion — Bollinger band fade (4h validated; see file)
• scalping — RSI + volume-thrust template

Categories covered: trend-following, mean-reversion, carry, arbitrage, scalping.

Reusable primitives

Building blocks that compose across strategies.

• trade-thesis — Structured pre-trade thesis builder: bull/bear cases, invalidation criteria, and sizing rationale before any live deployment of a new strategy idea. Aliases: pre-trade analysis, conviction check, trade plan, bull/bear case.
• regime-overlay — Triple-confirmation regime gate (EMA separation + ADX + N-bar return). Turns fragile directional strategies into regime-robust ones. Aliases: regime filter, trend gate, directional confirmation.
• dsl-exit-engine — Three-phase exit primitive: ROI ladder, hard stop, ratcheting trailing stop. Aliases: ratcheting trailing stop, two-phase exit, take-profit ladder.
• fees-optimizations — Maker (ALO) vs taker (MARKET) order-type decisioning, builder fees, parameter sweeps. Aliases: fee optimizer, ALO vs MARKET, maker pricing.
• backtesting — Window selection, walk-forward, parameter sweeps.

Intelligence (opportunity scanner)

The skills/intelligence/ folder provides the platform's pair-ranking system. Aliases: opportunity scanner, pair scanner, market screener, smart-money detector, four-stage funnel.

• references/buckets.md — The four bucket framework: squeeze fuel, stealth accumulation, coiled spring, basis flipping.
• references/api.md — /v2/intelligence/scan endpoint and setup.
• references/workflow.md — Scan-to-deploy recipes.
• references/glossary.md — Terminology reference.

Capability matrix