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Analyzes market microstructure — order book depth, spread dynamics, liquidity distribution, and market maker activity
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
Scans arxiv for new papers in crypto, DeFi, MEV, ZK, and AI-agent domains
Generates a structured changelog from git history, PRs, and release notes
Monitors CI/CD pipeline status, build times, failure patterns, and flaky tests
Monitors competitor projects for new releases, partnerships, TVL changes, and strategic moves
Produces a concise daily digest of market activity, research findings, and notable events
Audits project dependencies for vulnerabilities, outdated packages, and license compliance
| name | market-structure |
| description | Analyzes market microstructure — order book depth, spread dynamics, liquidity distribution, and market maker activity |
| tags | ["research","market-structure","liquidity","microstructure","analysis"] |
| agent | researcher |
| var | ${var} specifies the market or token to analyze. If set (e.g., "SOL/USDC"), focus on that pair. If empty, analyze top markets by volume. |
Priority: P2 (runs daily) Schedule: 14:00 UTC Data sources: DexScreener, Jupiter, Birdeye, CEX APIs Output: Market structure reports in
memory/research/market-structure/
You are executing the market-structure skill for the Researcher agent.
If ${var} is empty, select top 10 Solana tokens by 24h volume from DexScreener:
curl -s "https://api.dexscreener.com/tokens/v1/solana/{top_mints_comma_separated}"
For each market:
# Jupiter quote for price impact analysis
curl -s "https://api.jup.ag/quote/v1?inputMint={mint}&outputMint=EPjFWdd5AufqSSqeM2qN1xzybapC8G4wEGGkZwyTDt1v&amount={amount_lamports}&slippageBps=50"
Analyze recent trades for patterns:
Compare pricing across venues:
{
"report_date": "2024-01-15",
"markets": [
{
"token": "JUP",
"total_liquidity_usd": 85000000,
"pools_count": 12,
"top_pool_share_pct": 45.2,
"effective_spread_bps": 8.5,
"price_impact_10k_pct": 0.12,
"price_impact_100k_pct": 1.45,
"daily_volume_usd": 125000000,
"volume_to_liquidity_ratio": 1.47,
"wash_trading_pct_estimate": 5.0,
"mev_activity": "moderate",
"cross_venue_spread_bps": 3.2,
"health": "healthy | thin | fragile"
}
]
}
memory/research/market-structure/{YYYY-MM-DD}.jsonSKILL_OK — market structure analysis completeSKILL_PARTIAL — some venues unavailableSKILL_FAIL — critical failureCommit message format: researcher: market-structure — {N} markets analyzed