SOLIS Report

Feb 2 — Feb 16, 2026

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10
Narratives
41
Anomalies
385
Repos Tracked
14
Build Ideas

What Changed

New Signals

+AI Trading Bot & Automation Infrastructure Expansion
+Solana Gaming & Casino Infrastructure Development

Faded Signals

−Solana DeFi Lending Protocol Consolidation
−Formal Verification & Smart Contract Security Tooling Adoption

Confidence Shifts

BisonFi & HumidiFi DEX Volume Surge↑ 16 pts

Narratives

Early3

Solana Sniper Bot & MEV Trading Tooling Proliferation

Early

Solana-Sniper-Bot gaining 1 star (z-score 1.75) alongside pumpfun-bonkfun-bot (3 stars, z-score 5.62) indicates sustained developer focus on MEV extraction and token launch sniping. Reflects ongoing demand for competitive trading infrastructure.

↑AcceleratingConfidence: 62%

Leading

  • - Solana-Sniper-Bot gaining 1 star (z-score 1.75)
  • - Pumpfun-bonkfun-bot gaining 3 stars (z-score 5.62) — specialized sniper tooling
  • - Multiple sniper/bot repositories active in ecosystem (AV1080p/Solana-Sniper-Bot, chainstacklabs/pumpfun-bonkfun-bot)

Coincident

  • - High volume on emerging DEX protocols (BisonFi, HumidiFi) enabling sniper execution
  • - Volatile token performance (PIPPIN +294%, WAR +76%) creating sniper opportunities

Confirming

  • - Meme token category dominance ($4.7B market cap) with high volatility
$BONK$PIPPINPump.funPumpSwap
Timeline →

Prediction Market Smart Contract Development

Early

L9T-Development/prediction-market-smart-contract-solana-evm repository active with cross-chain prediction market infrastructure (Solana, EVM, Base, BSC). Indicates emerging interest in decentralized prediction markets leveraging Solana's speed.

→StableConfidence: 54%

Leading

  • - Prediction market smart contract repository with Anchor framework and cross-chain support
  • - Topics include Polymarket, memecoin-prediction-market, and Fortuva integration
  • - Multi-chain deployment (Solana, EVM, Base, BSC) indicating broader market ambitions

Coincident

  • - Volatile token performance (PIPPIN +294%, WAR +76%) creating prediction market demand
PolymarketFortuva
Timeline →

Solana Gaming & Casino Infrastructure Development

New
Early

Solana-evm-casino-games repository active with diverse game types (coinflip, crash, poker, jackpot, mine). Represents niche but persistent developer interest in gaming/gambling infrastructure on Solana despite regulatory uncertainty.

→StableConfidence: 48%

Leading

  • - Solana-evm-casino-games repository with multiple game types (coinflip, crash, poker, jackpot, mine)
  • - EVM compatibility indicating cross-chain gaming ambitions
  • - Active development despite regulatory headwinds
Solana
Timeline →
Emerging4

BisonFi & HumidiFi DEX Volume Surge

Emerging

BisonFi showing exceptional 80% volume growth (z-score 4.56, $775M 24h) and HumidiFi with 25% growth (z-score 3.31, $581M 24h), indicating significant capital reallocation toward emerging DEX protocols. This represents a major shift from established DEX dominance.

↑AcceleratingConfidence: 78%

Leading

  • - No direct GitHub signals for BisonFi/HumidiFi, but ecosystem tooling repos show general DEX infrastructure maturation

Coincident

  • - BisonFi 24h volume: $775M with +80% delta (z-score 4.56) — highest anomaly in DEX volume
  • - HumidiFi 24h volume: $581M with +25% delta (z-score 3.31) — second highest anomaly
  • - Combined BisonFi + HumidiFi volume ($1.35B) now exceeds Raydium AMM ($159M) by 8.5x

Confirming

  • - Market cap concentration shift away from established protocols
BisonFiHumidiFiRaydium AMM
Timeline →

MEV Infrastructure Maturation & Validator Optimization

Emerging

Jito-Solana validator client development continues with 5 commits, indicating ongoing MEV infrastructure refinement. This aligns with persistent developer focus on MEV optimization and validator tooling maturation across the Solana stack.

→StableConfidence: 74%

Leading

  • - Jito-Solana repository showing consistent commit activity (5 commits delta)
  • - MEV-focused validator infrastructure receiving sustained developer attention

Coincident

  • - Jito Tip Router and Jito Stake Pool maintaining 1000 tx count baseline
  • - Stable transaction volume across MEV-related programs
Jito Tip RouterJito Stake Pool
Timeline →

Solana Name Service (SNS) Infrastructure Expansion

Emerging

SNS-SDK showing 5 commits and 1 star gain (z-score 1.75), indicating active development of domain infrastructure. Multi-language SDK support (Python, React, Rust, TypeScript) suggests expansion beyond core developers toward broader ecosystem integration.

↑AcceleratingConfidence: 71%

Leading

  • - SNS-SDK repository with 5 commits (top tier activity)
  • - Multi-language SDK development (Python, React, Rust, TypeScript) expanding developer accessibility
  • - 1 star gain indicating growing interest in domain infrastructure

Coincident

  • - Web3 domains category gaining traction in ecosystem
Solana Name Service
Timeline →

AI Trading Bot & Automation Infrastructure Expansion

New
Emerging

OctoBot repository gaining 6 stars (z-score 11.42) with AI trading, backtesting, and multi-exchange support (Binance, Coinbase, Hyperliquid). Represents growing demand for automated trading infrastructure across Solana and other chains.

↑AcceleratingConfidence: 64%

Leading

  • - OctoBot gaining 6 stars (z-score 11.42) — highest star growth in dataset
  • - AI-trading, backtest, paper-trading, and Telegram bot integration indicating comprehensive automation
  • - Multi-exchange support (Binance, Coinbase, Hyperliquid) with Solana integration

Coincident

  • - High DEX volume activity (BisonFi $775M, HumidiFi $581M) suggesting active trading demand
  • - Stablecoin inflows ($457M) enabling bot-driven trading capital

Confirming

  • - Top performers (PIPPIN +294%, WAR +76%, ARC +75%) showing volatile trading environment favoring automation
BinanceCoinbaseHyperliquid
Timeline →
Growing1

Pump.fun Ecosystem Tooling Proliferation

Growing

Pump.fun-related repositories (pumpfun-bonkfun-bot, pumpfun-stealth-bundler-bubblemap-bypass) showing elevated star activity (z-scores 5.62, -2.12). Ecosystem continues generating specialized trading and launch tooling despite market maturation.

↓DeceleratingConfidence: 66%

Leading

  • - Pumpfun-bonkfun-bot gaining 3 stars (z-score 5.62) indicating developer interest in trading automation
  • - Pumpfun-stealth-bundler-bubblemap-bypass repository active with specialized MEV/bundling tools
  • - Bonk-related tooling (letsbonk, letsbonkfun) showing sustained development focus

Coincident

  • - PumpSwap maintaining 373M volume (z-score 1.97) with -15% decline
  • - BisonFi and HumidiFi showing stronger volume growth, suggesting market share shift

Confirming

  • - Solana Meme category at 4.7B market cap with -4.3% decline
$BONKPump.funPumpSwap
Timeline →
Mainstream2

Anchor Framework & Rust Smart Contract Maturity

Mainstream

Anchor framework receiving 3 commits (top tier activity) alongside solana-foundation/framework-kit and program-examples repositories. Indicates continued refinement of Solana's primary smart contract development stack with stable developer adoption.

→StableConfidence: 72%

Leading

  • - Anchor framework: 3 commits (top tier activity)
  • - Solana-foundation/framework-kit: React hooks and JavaScript integration for Anchor
  • - Solana-developers/program-examples: Educational resources with Anchor-lang focus

Coincident

  • - Stable transaction volume across Anchor-based protocols (Jupiter, Orca, Raydium, Marginfi, Solend)
AnchorSolana
Timeline →

Multi-Chain Wallet Standardization & Solana Integration

Mainstream

Multiple wallet repositories (Unstoppable Wallet, Oisy Wallet, Cake Wallet, Gem Wallet) showing sustained Solana integration across Android/iOS platforms. Despite commit declines (-77, -72), these represent mature infrastructure with broad ecosystem support.

→StableConfidence: 68%

Leading

  • - Unstoppable Wallet Android: 2 stars gained (z-score 3.69) but -77 commits (z-score -14.19) — mature codebase with selective updates
  • - Oisy Wallet: -72 commits (z-score -13.26) indicating stabilization after development phase
  • - Cake Wallet: 2 stars gained, multi-chain support (Bitcoin, Ethereum, Solana, Monero, Polygon, Nano)

Coincident

  • - Wallet infrastructure supporting stablecoin flows ($457M net inflows)
SolanaBitcoinEthereum
Timeline →

Build Ideas

Validator MEV Dashboard & Real-Time Tip Monitoring

intermediate

Build a real-time dashboard for Solana validators to monitor MEV extraction, tip router performance, and stake pool yields across Jito infrastructure. Provides validators with actionable insights into their MEV capture efficiency and competitive positioning.

Why now: Jito-Solana validator client is actively being refined (5 commits), indicating the infrastructure is stabilizing. Validators need better visibility into MEV economics as competition intensifies—this fills a critical monitoring gap.
2-4 weeks|Rust (Solana client integration), Next.js/React, WebSocket (real-time data), PostgreSQL, Jito gRPC APIs

SNS Multi-Chain Domain Resolver & Wallet Integration

intermediate

Create a cross-chain domain resolver that maps SNS domains to wallet addresses, payment endpoints, and metadata across Solana, Ethereum, and Bitcoin. Integrate directly into mobile wallets to enable human-readable payments.

Why now: SNS-SDK is accelerating with multi-language support (5 commits, z-score 1.75), signaling ecosystem readiness for broader integration. Mobile wallet adoption is mainstream—this bridges SNS into consumer wallets.
3-4 weeks|TypeScript/React Native, SNS-SDK (Python, Rust, TypeScript), Anchor (Solana program), ethers.js (EVM fallback), Firebase (metadata caching)

Pump.fun Launch Analytics & Insider Detection Engine

intermediate

Build an on-chain analytics platform that detects suspicious token launch patterns (insider accumulation, bundled wallets, timing anomalies) on Pump.fun. Provide retail traders with risk scoring before they buy.

Why now: Pump.fun ecosystem tooling is decelerating (z-score declining) but still active—market maturation means retail traders need better risk assessment. Existing tools focus on sniping; none provide insider detection at scale.
2-3 weeks|Rust (Solana RPC indexing), Python (ML clustering for wallet behavior), FastAPI, React, Helius/Magic Eden APIs

BisonFi/HumidiFi Liquidity Aggregator & Smart Router

advanced

Build a DEX aggregator that routes trades across BisonFi, HumidiFi, Raydium, and Orca to minimize slippage and maximize execution quality. Include MEV protection via Jito bundles.

Why now: BisonFi and HumidiFi are experiencing exceptional volume growth (80% and 25% respectively, z-scores 4.56 and 3.31), indicating capital reallocation away from established DEXs. Liquidity fragmentation creates arbitrage opportunity—aggregation is now critical.
4-6 weeks|Rust (Solana program for atomic routing), TypeScript (SDK), Anchor, Jito Bundles API, Jupiter Aggregator (reference architecture)

Solana Mobile Wallet SDK with SNS & Staking

advanced

Develop a lightweight Solana-native mobile wallet SDK (iOS/Android) with built-in SNS domain support, stake pool integration, and biometric auth. Target wallet developers building on Unstoppable, Cake, and Gem patterns.

Why now: Multiple mature wallets (Unstoppable, Cake, Gem, Oisy) show stable Solana integration despite commit declines—they're mature. A reusable SDK would accelerate new wallet launches and standardize Solana UX across mobile platforms.
6-8 weeks|Rust (core wallet logic), React Native (cross-platform UI), Anchor (stake pool integration), SNS-SDK, Solana Web3.js

Solana-Native AI Trading Bot Framework

advanced

Create a Solana-optimized trading bot framework with backtesting, live trading, and AI signal generation (using on-chain data). Integrate with Pump.fun, Raydium, and Orca. Provide Python/Rust APIs for strategy developers.

Why now: OctoBot gained 6 stars (z-score 11.42) with multi-exchange support, signaling strong demand for trading automation. Solana lacks a native, production-grade bot framework—this fills that gap with Solana-specific optimizations (speed, low fees).
6-8 weeks|Rust (core bot engine), Python (strategy development, ML models), PyO3 (Rust-Python bridge), Solana RPC (real-time data), TensorFlow/PyTorch (optional ML)

MEV-Protected Sniper Bot with Jito Bundle Integration

intermediate

Build a sniper bot for Pump.fun token launches that uses Jito bundles to protect against sandwich attacks and front-running. Include configurable entry strategies, stop-loss, and profit-taking logic.

Why now: Sniper bot activity is accelerating (z-score 1.75 for Solana-Sniper-Bot, 5.62 for pumpfun-bonkfun-bot), but existing tools lack MEV protection. Jito infrastructure maturation makes bundle-based protection feasible—this is a competitive differentiator.
2-3 weeks|Rust (Solana program + bot logic), TypeScript (CLI/UI), Jito Bundles API, Pump.fun API, Solana Web3.js

Anchor Framework Audit & Security Linting Tool

intermediate

Build an automated security linting tool for Anchor programs that detects common vulnerabilities (reentrancy, integer overflow, missing signer checks, PDA derivation errors). Integrate with GitHub CI/CD and provide detailed remediation guidance.

Why now: Anchor is receiving top-tier activity (3 commits) with stable momentum. As more developers build on Anchor, automated security tooling is critical—existing audits are expensive and slow. This democratizes security for smaller teams.
3-4 weeks|Rust (AST parsing, static analysis), syn/quote (Rust macro analysis), GitHub Actions (CI integration), Anchor IDL parsing

Cross-Chain Prediction Market Protocol (Solana-EVM)

advanced

Develop a prediction market smart contract suite supporting Solana, Ethereum, Base, and BSC with unified liquidity pools. Enable users to create and trade binary outcome markets with cross-chain settlement.

Why now: Prediction market development is stable but early-stage (z-score 54). Solana's speed and low fees make it ideal for high-frequency market updates. Cross-chain support (Solana + EVM) is underexplored—this captures arbitrage and liquidity fragmentation.
8-10 weeks|Rust (Solana program), Solidity (EVM contracts), Anchor (Solana), Hardhat (EVM), Wormhole (cross-chain messaging), Pyth Oracle (price feeds)

Solana Gaming Leaderboard & Tournament Infrastructure

intermediate

Build a decentralized tournament and leaderboard system for Solana gaming platforms (casino games, prediction markets, trading competitions). Include prize distribution via smart contracts, anti-cheat mechanisms, and social features.

Why now: Gaming/casino infrastructure is early-stage but stable (z-score 48). Existing projects (coinflip, crash, poker) lack social/competitive features. Tournaments drive engagement and retention—this is a proven monetization model in gaming.
3-4 weeks|Anchor (smart contracts for prize pools), Next.js/React (leaderboard UI), PostgreSQL (off-chain rankings), WebSocket (real-time updates), Solana Web3.js

SNS Domain Marketplace with Auction & Rental

beginner

Create a secondary marketplace for SNS domains with auction mechanics, rental agreements, and automated renewal management. Enable domain flipping and long-term leasing models.

Why now: SNS-SDK is accelerating with multi-language support, indicating ecosystem maturity. No dedicated SNS marketplace exists—this is a straightforward revenue opportunity with proven demand (ENS marketplace generates millions in volume).
2-3 days|Next.js, Anchor (auction smart contract), SNS-SDK, Solana Web3.js, Vercel (hosting)

Validator Reputation & Performance Scoring System

beginner

Build a reputation system that scores Solana validators on uptime, MEV fairness, commission rates, and stake pool performance. Provide delegators with data-driven validator selection tools.

Why now: MEV infrastructure is stabilizing (Jito-Solana 5 commits), making validator comparison increasingly important. Delegators lack transparent tools to evaluate validators on MEV fairness—this addresses a critical information gap.
2-3 weeks|Python (data collection from Solana RPC), React (dashboard), PostgreSQL, Plotly (visualizations)

Pump.fun Token Metadata Enrichment API

beginner

Build an API that enriches Pump.fun token data with social signals (Twitter mentions, Discord activity, holder distribution), risk scores, and historical performance metrics. Serve data to trading bots and analytics platforms.

Why now: Pump.fun ecosystem tooling is decelerating but still active. Existing tools focus on sniping mechanics; none provide comprehensive metadata enrichment. Bots and traders desperately need social signal integration—this is a high-demand data layer.
2-3 weeks|Python (data aggregation), FastAPI, PostgreSQL, Twitter API v2, Discord API

Solana Program Fuzzing & Property-Based Testing Framework

advanced

Develop a fuzzing framework specifically for Solana programs that generates random instruction sequences and state mutations to find edge cases and vulnerabilities. Integrate with Anchor IDL for automatic test generation.

Why now: Anchor is mature and widely adopted (3 commits, stable momentum). As program complexity increases, automated testing becomes critical. Existing fuzzing tools are limited—a comprehensive framework would significantly improve security.
4-6 weeks|Rust (fuzzing engine, libFuzzer), Anchor (IDL parsing), Solana Test Validator, proptest (property-based testing)

Data Sources

GitHub API
Leading385 pts
DeFi Llama
Coincident253 pts
Helius
Coincident18 pts
CoinGecko
Confirming200 pts
LLM: anthropic/claude-haiku-4.5|Cost: $0.0531|Duration: 118.6s