26 Mar 2026, 22:02 UTC133 views5 reactionsread 12 August 2026 Photo
👤 ONE SKILL. FULL PIPELINE.
ENVY is now live as a native skill on OpenClaw.
A complete trading intelligence layer for agents - automatically discovered & initialized.
▪️ Data, strategy & execution - unified in one system.
▪️ Built on independent indicators across technical, social & meta-predictive signals.
▪️ Adapts to market regimes & executes trades on your behalf.
▪️ Continuously validated for real edge mi…
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23 Mar 2026, 12:32 UTC132 views2 reactionsread 12 August 2026 Photo
👤 Why LLMs can’t trade?
LLMs are strong at reasoning, but they ain’t built for trading:
no structured market context for order books, PnL, funding or risk.
Markets are combinatorial.
Edge comes from interactions between signals, not isolated ideas.
LLMs don’t explore this space, but generate strategies that sound right.
▪️Risk is a core gap.
Capital exposure & position sizing need strict control, even logical outp…
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11 Mar 2026, 19:15 UTC118 views3 reactionsread 12 August 2026 Video
👤Data proves the pattern:
most perp traders lose.
The problem is structural mistakes in leverage, risk management & emotional decision-making.
▪️Profitability comes from disciplined systems - without impulsive trading.
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28 Feb 2026, 20:05 UTC128 views6 reactionsread 12 August 2026 Photo
👤 Agents use a Frames & Chips model.
Frames define core logic - memory, forgetting speed, learning style.
Once launched, a Frame is fixed, giving the agent stable behavior.
Chips - modular analytics modules: price direction, volatility, regime detection, execution.
Chip versions don’t change after release, so results stay consistent.
▪️Chips are kept in a growing shared library, with new versions added as models i…
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18 Feb 2026, 19:20 UTC120 views8 reactionsread 12 August 2026 Photo
👤 ENVY x ERC-4626 Architecture
Each agent runs on ERC-4626 - a tokenized vault model on Ethereum.
Capital is pooled inside the vault w/ PnL reflected directly in the share price.
It functions like an on-chain fund:
• Performance is positive → share value increases.
• Losses occur → share value declines proportionally.
◾️ Why ERC-4626?
- Composability - integrates with DeFi protocols that support the standard.
- T…
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11 Feb 2026, 15:02 UTC103 views5 reactionsread 12 August 2026 Photo
👤 Can AI trade gold?
Agents aren’t limited to crypto.
The same architecture may work across equities, metals & commodities.
◾ Data plugs in as modules: prices, volume, volatility, macrosignals. Predictors read price action, regime shifts & news without changing the core logic.
◾ Execution and risk work the same across markets: position sizing, stops & drawdown limits are enforced system-wide.
The intelligence r…
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3 Feb 2026, 09:00 UTC120 views6 reactionsread 12 August 2026 Photo
ENVY Hackathon Overview 👤
- 100+ strategy predictors competed across 22 pairs.
- Each was stress-tested on 2–4 years of data across bull markets, bear markets & volatility spikes.
- Only 22 predictors passed the full evaluation.
Key finding:
- The predictors remained stable across all market regimes.
All 22 validated predictors are now live in the ENVY library, expanding the signal stack with new momentum, reversa…
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27 Jan 2026, 06:12 UTC653 views3 reactionsread 12 August 2026 Photo
👤 We Analyzed 10,000 Hyperliquid Traders.
The Results Are Brutal.
- Only 16.5% of traders are in profit.
- 73.8% lost money.
- 27.2% lost more than 85% of their capital.
- The median result: –$67.
Outcomes closely track position size:
Small accounts lose systematically, while larger are more likely to stay profitable, reflecting structural changes in perpetual markets.
👉Check out the full analysis here.
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7 Oct 2025, 04:36 UTC340 views4 reactionsread 12 August 2026 Photo
Look at ENVY Library of predictors for the main cryptocurrencies! Going live this week!
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6 Oct 2025, 09:14 UTC320 views4 reactionsread 12 August 2026 Photo
Back from Token2049/KBW and straight into the lab. ENVY’s predictor backbone is ready: 30-day 24h direction accuracy — BTC 65.2%, ETH 59.7%, SOL 66.4%, XRP 61.8%, DOGE 64.5%, ARB 64.9%. Predictor-powered agents roll out in days. Receipts in the charts.
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25 Aug 2025, 09:58 UTC242 views7 reactionsread 12 August 2026 Photo
ENVY update: we’re going Solana-native (HyperLiquid stays). Sign in with your Solana wallet, deposit to a smart contract, and let your agents trade on Drift. Each agent can buy back its own Solana meme-coin tied to PnL. Bring your wallet, not your Python.
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20 Aug 2025, 08:53 UTC202 views6 reactionsread 12 August 2026 BlackRock just published a paper on LLM multi-agents for portfolio construction. The hedge fund of the future = a tiny team + a swarm of agents. AI-native trading is inevitable. That’s why we’re building ENVY for crypto. arxiv.org/abs/2508.11152
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