SOLIS Report

Feb 3Feb 17, 2026

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10
Narratives
24
Anomalies
385
Repos Tracked
14
Build Ideas

What Changed

New Signals

+AI Agent & LLM Integration for Web3 Trading
+Helium & IoT Infrastructure Consolidation
+Orca & Concentrated Liquidity AMM Dominance

Faded Signals

Solana Name Service (SNS) Infrastructure Expansion
AI Trading Bot & Automation Infrastructure Expansion
Prediction Market Smart Contract Development

Narratives

Early3

Solana Sniper Bot & MEV Trading Tooling Proliferation

Early

Dedicated sniper bot and MEV trading tools show sustained development. Solana-Sniper-Bot gains 1 star, Auto-solana-trading-bot integrates sniper/arbitrage/MEV capabilities. This represents mature tooling ecosystem around high-frequency trading on Solana.

StableConfidence: 62%

Leading

  • - AV1080p/Solana-Sniper-Bot: 1 star gained (z-score 0.63) - dedicated sniper tooling
  • - radioman/Auto-solana-trading-bot: Active with sniper, arbitrage, MEV, pump.fun topics
  • - imbue-bit/no_JIT: 2 stars gained (z-score 1.41) - MEV optimization focus

Coincident

  • - High-frequency DEX activity: Jupiter v6, Raydium CLMM, Orca Whirlpool all at 1000 tx baseline
Jupiter v6Raydium CLMMOrca Whirlpool
Timeline →

AI Agent & LLM Integration for Web3 Trading

New
Early

New developer interest in combining OpenAI/LLM capabilities with Solana trading infrastructure. The x402-openai-python repo (new, 23 stars gained, z-score 17.86) signals emerging tooling for autonomous trading agents. This bridges AI automation with on-chain execution.

AcceleratingConfidence: 58%

Leading

  • - x402-openai-python repo (new, 23 stars gained, z-score 17.86) - OpenAI + Solana agent framework
  • - Topics: agent, llm, openai, python, solana, web3, x402

Coincident

  • - Jupiter v6, Raydium, Orca maintain 1000 tx baseline - infrastructure ready for agent integration
Jupiter v6RaydiumOrca
Timeline →

Solana Gaming & Casino Infrastructure Development

Early

Casino/gaming infrastructure shows emerging development. cornel-pe/casino-hub gains 1 star (z-score 0.63) with comprehensive casino game topics (betting, crash, roulette, slots). This signals early-stage gaming platform development on Solana.

StableConfidence: 48%

Leading

  • - cornel-pe/casino-hub: 1 star gained (z-score 0.63) - casino game platform with betting, crash, roulette, slots
  • - Topics include: casino-games, crypto-casino, game-platform, rollbit integration

Coincident

  • - Tensor (NFT/gaming): 1000 tx baseline maintained
  • - Magic Eden v2 (gaming NFTs): 1000 tx baseline maintained

Confirming

  • - Gaming/NFT tokens trending: TNSR +14.47% (39.5M volume), Tensor Swap active
$TNSRTensorMagic Eden v2Tensor Swap
Timeline →
Emerging3

BisonFi & HumidiFi DEX Volume Surge

Emerging

New DEX protocols (BisonFi, HumidiFi) capturing significant trading volume despite recent declines. BisonFi leads with $610.2M 24h volume (z-score 4.11), HumidiFi at $450.4M (z-score 2.91). Both show high z-scores indicating anomalous activity relative to historical baselines.

DeceleratingConfidence: 76%

Coincident

  • - BisonFi: $610.2M 24h volume, -21.3% delta, z-score 4.11 (anomalously high)
  • - HumidiFi: $450.4M 24h volume, -22.6% delta, z-score 2.91 (anomalously high)
  • - Stablecoin net inflows: +$415.8M (inflows $555.6M vs outflows $139.8M) - capital positioning

Confirming

  • - Overall DEX TVL: $6.64B (-$836.9M delta) - capital rotation between protocols
BisonFiHumidiFiPumpSwap
Timeline →

MEV Infrastructure Maturation & Validator Optimization

Emerging

Continued development in MEV extraction and validator optimization. Jito-solana shows 5 commits (top by commits), with jito-foundation/jito-programs maintaining activity. MEV-focused repos (no_JIT, Auto-solana-trading-bot) show sustained interest in MEV extraction tooling.

StableConfidence: 72%

Leading

  • - jito-foundation/jito-solana: 5 commits (top by commits), MEV/validator focus
  • - imbue-bit/no_JIT: 2 stars gained (z-score 1.41) - JIT/MEV optimization
  • - radioman/Auto-solana-trading-bot: Active MEV/arbitrage tooling with pump.fun integration

Coincident

  • - Jito Tip Router: 1000 tx baseline maintained
  • - Jito Stake Pool: 1000 tx baseline maintained
Jito Tip RouterJito Stake Pool
Timeline →

Helium & IoT Infrastructure Consolidation

New
Emerging

Helium (HNT) shows strong 14-day performance (+48.16%, 27.3M volume), indicating market confidence in IoT/DePIN infrastructure on Solana. Helium protocol maintains 1000 tx baseline, suggesting active network usage post-Solana migration.

StableConfidence: 65%

Coincident

  • - Helium: 1000 tx baseline maintained - active protocol usage
  • - Stablecoin inflows: +$415.8M net - capital positioning for infrastructure plays

Confirming

  • - HNT: +48.16% in 14d (2nd highest performer), 27.3M 24h volume
  • - Helium trending on market data
$HNTHelium
Timeline →
Growing2

Orca & Concentrated Liquidity AMM Dominance

New
Growing

Orca shows strong market performance (+28.74% in 14d, 113.9M volume) and maintains high transaction baseline (1000 tx). Orca Whirlpool (concentrated liquidity) is core DEX infrastructure with sustained developer interest and capital flow.

StableConfidence: 71%

Leading

  • - orca-so/whirlpools: Baseline activity maintained - stable development

Coincident

  • - Orca Whirlpool: 1000 tx baseline - high transaction volume
  • - Orca DEX: $257M 24h volume (z-score 1.46)

Confirming

  • - ORCA: +28.74% in 14d (7th highest performer), 113.9M 24h volume
  • - Orca trending on market data
$ORCAOrca DEXOrca Whirlpool
Timeline →

Pump.fun Ecosystem Tooling Proliferation

Growing

Sustained development of trading bots and automation tools targeting pump.fun. Auto-solana-trading-bot explicitly includes pump.fun integration with sniper/arbitrage capabilities. This represents mature tooling around the memecoin launch platform.

DeceleratingConfidence: 64%

Leading

  • - radioman/Auto-solana-trading-bot: Active development with pump.fun, sniper, arbitrage, MEV topics
  • - AV1080p/Solana-Sniper-Bot: 1 star gained (z-score 0.63) - sniper bot tooling

Coincident

  • - PumpSwap volume: 426.9M (14.15% increase, z-score 2.74) - highest growth among top DEXs

Confirming

  • - PIPPIN: +254% in 14d (highest performer, 50.8M volume) - pump.fun memecoin success
  • - Solana Meme category: $4.6B market cap (slight -1.09% decline)
$PIPPIN$BONKPumpSwap
Timeline →
Mainstream2

Anchor Framework & Rust Smart Contract Maturity

Mainstream

Anchor framework (solana-foundation/anchor) gains 2 stars (z-score 1.41) and remains core development infrastructure. Rust-based smart contract development is now standardized across Solana ecosystem, with mature tooling and documentation.

StableConfidence: 72%

Leading

  • - solana-foundation/anchor: 2 stars gained (z-score 1.41) - continued adoption
  • - solana-foundation/solana-web3.js: Baseline activity - stable JavaScript SDK
  • - solana-labs/solana: 2 stars gained (z-score 1.41) - core protocol interest

Coincident

  • - Anchor-based protocols maintain high transaction volume: Orca Whirlpool, Raydium CLMM at 1000 tx baseline
Orca WhirlpoolRaydium CLMMJupiter v6
Timeline →

Multi-Chain Wallet Standardization & Solana Integration

Mainstream

Established wallets (Unstoppable Wallet, Oisy, Cake Wallet) continue supporting Solana alongside multi-chain assets. Unstoppable Wallet shows -76 commits (z-score -16.14) indicating maintenance phase, while Cake Wallet gains 6 stars. Solana is now standard wallet feature, not differentiator.

StableConfidence: 68%

Leading

  • - horizontalsystems/unstoppable-wallet-android: -76 commits (z-score -16.14) - maintenance/stabilization phase
  • - dfinity/oisy-wallet: -51 commits (z-score -10.81) - reduced dev velocity
  • - cake-tech/cake_wallet: 6 stars gained (z-score 4.54) - sustained interest

Coincident

  • - Solana ecosystem remains core infrastructure across all wallet implementations

Build Ideas

AI-Powered Trade Execution Agent with Natural Language Interface

intermediate

Build an autonomous trading agent that accepts natural language commands (e.g., 'swap 10 SOL for USDC on Jupiter with 0.5% slippage') and executes trades across Solana DEXs. The agent uses Claude/GPT-4 to parse intent, validate parameters, and execute via Solana Web3.js with transaction simulation before broadcast.

Why now: x402-openai-python's rapid growth (23 stars, z-score 17.86) signals developer demand for LLM-Solana bridges. No production-grade natural language trading interface exists; this fills the gap between AI capability and on-chain execution.
2-4 weeks|OpenAI API / Anthropic Claude, Solana Web3.js, Jupiter SDK v6, Node.js, TypeScript

Multi-Agent Arbitrage Coordinator for Pump.fun & DEX Spreads

advanced

Deploy a system of specialized agents that coordinate arbitrage across Pump.fun token launches and secondary DEX markets (Raydium, Orca). Agents detect launch events, calculate spread opportunities, and execute atomic swaps with MEV protection via Jito bundles.

Why now: Pump.fun ecosystem is mature (Auto-solana-trading-bot shows sustained development) but lacks coordinated multi-venue arbitrage. MEV infrastructure (Jito) is now production-ready, enabling safe atomic execution.
1-3 months|Rust (for performance), Solana Program Library, Jito Bundles SDK, Pump.fun API, Raydium SDK, Orca Whirlpool SDK

MEV-Aware Sniper Bot with Jito Tip Optimization

advanced

Build a sniper bot that detects new token launches on Pump.fun/Raydium and executes buys while automatically optimizing Jito tip payments based on network congestion. Uses real-time mempool simulation to calculate optimal tip and avoid sandwich attacks.

Why now: Jito Tip Router is now mature and widely adopted; existing sniper bots lack MEV-aware tip optimization. Network congestion on Solana makes intelligent tip calculation a competitive advantage.
3-4 weeks|Rust, Solana Web3.js / Anchor, Jito Tip Router SDK, Raydium SDK, WebSocket (mempool monitoring)

Validator Dashboard with MEV Extraction Analytics

intermediate

Create a real-time dashboard for Solana validators to monitor MEV extraction opportunities, compare Jito Stake Pool yields vs. solo staking, and visualize tip distribution patterns. Includes alerts for high-MEV blocks and validator performance benchmarking.

Why now: Jito infrastructure is stable and mature; validators lack accessible tools to optimize MEV participation. This addresses a clear UX gap in the validator tooling ecosystem.
2-3 weeks|React / Next.js, Solana RPC API, Jito API, PostgreSQL, WebSocket, Recharts (visualization)

Concentrated Liquidity Yield Optimizer for Orca Whirlpools

intermediate

Build an automated position manager that deploys capital to Orca Whirlpools with dynamic range adjustment based on price volatility and fee tier optimization. Automatically rebalances positions to maximize fee capture while minimizing impermanent loss.

Why now: Orca Whirlpool shows strong momentum (+28.74% in 14d, 113.9M volume) and high transaction baseline. No production-grade yield optimizer exists; LPs currently manage ranges manually, losing efficiency.
2-4 weeks|TypeScript, Solana Web3.js, Orca Whirlpool SDK, Anchor, Node.js

IoT Data Monetization Platform on Helium Network

intermediate

Build a marketplace where IoT device operators (sensors, weather stations, environmental monitors) can monetize data streams via Helium's DePIN infrastructure. Data consumers pay in HNT/USDC for real-time or historical data feeds with cryptographic proof of origin.

Why now: Helium shows strong 14-day performance (+48.16%) and maintains 1000 tx baseline post-Solana migration. The DePIN narrative is accelerating; no production data monetization platform exists on Helium.
3-4 weeks|React / Next.js, Solana Web3.js, Helium SDK, IPFS (data storage), Node.js, PostgreSQL

Solana Gaming Crash Game with Provably Fair Mechanics

intermediate

Deploy a crash game (players bet on a multiplier that increases until it crashes) with on-chain randomness via Solana's VRF and Anchor program for provably fair outcomes. Include leaderboards, referral rewards, and integration with Pump.fun tokens as betting currency.

Why now: casino-hub shows emerging interest in gaming infrastructure (1 star, z-score 0.63). Solana's low fees and high throughput make crash games viable; no production-grade provably fair implementation exists.
2-3 weeks|Anchor (Rust), Solana Web3.js, React / Next.js, Switchboard VRF, PostgreSQL

Multi-Chain Wallet with Solana-First DeFi Aggregation

intermediate

Build a mobile wallet that prioritizes Solana DeFi (Jupiter swaps, Orca liquidity, Marinade staking) while supporting multi-chain assets. Features include one-tap swaps, yield farming aggregation, and gas optimization across chains with Solana as the default execution layer.

Why now: Established wallets treat Solana as a standard feature (maintenance phase). A Solana-first wallet with DeFi aggregation fills the gap between wallet and trading interface; no production app exists.
4-6 weeks|React Native / Flutter, Solana Web3.js, Jupiter SDK, Orca SDK, WalletConnect v2, Firebase

Anchor Program Template Library with Security Audits

beginner

Create a curated library of battle-tested Anchor program templates (AMM, staking, governance, escrow) with embedded security best practices, formal verification hints, and pre-audited code patterns. Include CLI tool to scaffold new programs from templates.

Why now: Anchor is mainstream (2 stars, z-score 1.41) but lacks production-grade template library. Developers repeatedly build similar patterns; a curated, audited template library accelerates secure development.
1-2 weeks|Rust, Anchor, Solana Program Library, TypeScript (CLI)

BisonFi / HumidiFi Liquidity Aggregator with Smart Routing

advanced

Build a smart router that detects optimal execution paths across BisonFi, HumidiFi, Jupiter, and Raydium by analyzing real-time liquidity depth and fee structures. Executes trades via the cheapest venue while protecting against sandwich attacks using Jito bundles.

Why now: BisonFi ($610.2M 24h volume, z-score 4.11) and HumidiFi ($450.4M, z-score 2.91) show anomalous volume spikes. No aggregator optimizes for these new venues; capturing their liquidity requires custom routing logic.
3-4 weeks|Rust / TypeScript, Solana Web3.js, Jupiter SDK, Jito Bundles, BisonFi API, HumidiFi API

LLM-Powered Smart Contract Auditor for Anchor Programs

intermediate

Build an AI-powered code review tool that analyzes Anchor programs for common vulnerabilities (reentrancy, arithmetic overflow, missing signer checks) using Claude/GPT-4. Provides automated security reports with remediation suggestions and integrates into GitHub CI/CD.

Why now: LLM integration is accelerating (x402-openai-python, z-score 17.86); Anchor programs lack automated security tooling. This bridges AI capability with smart contract security, a critical gap.
2-3 weeks|OpenAI API / Anthropic Claude, Rust parser, GitHub Actions, Node.js, TypeScript

Pump.fun Token Launch Prediction Model with LLM Analysis

intermediate

Train an LLM-based model that analyzes Pump.fun token metadata, creator history, and early trading patterns to predict launch success. Integrates with sniper bots to automatically filter high-probability launches and reduce false positives.

Why now: Pump.fun ecosystem is mature but sniper bots suffer from high false positive rates. LLM-based filtering can dramatically improve signal-to-noise ratio as launch volume increases.
2-4 weeks|Python, OpenAI API / Hugging Face, Solana Web3.js, Pump.fun API, PostgreSQL, FastAPI

Validator Delegation Optimizer with Jito Yield Comparison

beginner

Build a tool that helps SOL holders compare staking yields across solo validators, Jito Stake Pool, Marinade, and other liquid staking protocols. Includes historical yield tracking, fee analysis, and one-click delegation with automatic rebalancing.

Why now: Jito infrastructure is mature; validators and delegators lack accessible comparison tools. This addresses a clear UX gap as MEV-aware staking becomes mainstream.
1-2 weeks|React / Next.js, Solana Web3.js, Jito API, Marinade SDK, PostgreSQL

Whirlpool Position NFT Marketplace with Yield Tracking

intermediate

Create a secondary marketplace for Orca Whirlpool position NFTs with integrated yield analytics, price discovery, and automated position management. Buyers can filter by fee tier, price range, and historical yield performance.

Why now: Orca Whirlpool shows strong momentum (+28.74%, 113.9M volume). Position NFTs lack secondary market infrastructure; this enables LP position trading and improves capital efficiency.
2-3 weeks|React / Next.js, Solana Web3.js, Orca Whirlpool SDK, Magic Eden SDK (NFT infrastructure), PostgreSQL

Data Sources

GitHub API
Leading385 pts
DeFi Llama
Coincident253 pts
Helius
Coincident18 pts
CoinGecko
Confirming200 pts
LLM: anthropic/claude-haiku-4.5|Cost: $0.0492|Duration: 112.3s