Lint an OpenAPI operation (operation_id, HTTP method, path, HTTP 402 response definition) for AI agent tool-calling and x402 readiness.

Calculate Net Revenue Retention (NRR %) and Gross Revenue Retention (GRR %) from starting ARR, expansion, contraction, and churn.

Validate Nginx server configuration for server_tokens off, modern TLSv1.2/TLSv1.3 protocols, and HSTS headers.

Evaluate a Safe/multisig threshold (M-of-N signers and hardware signer count) for single-point-of-failure and fault-tolerance resilience.

Score a DEX trade for MEV sandwich vulnerability from trade size vs pool TVL and slippage tolerance in bps.

Compute and verify a sorted-pair Keccak-256 Merkle tree root from leaf and sibling hashes (OpenZeppelin MerkleProof format).

Compute mid-price, volume-weighted micro-price, bid-ask spread in bps, and L1 orderbook imbalance ratio.

Estimate the LLM prompt token footprint consumed by an MCP server's tools/list schemas.

Validate an MCP server tool definition (tool_name, description, transport, protocol_version 2025-06-18) for Streamable HTTP MCP compatibility.

Estimate intrinsic gas saved by batching multiple eth_call or on-chain reads via canonical Base Multicall3.

Calculate peak-to-trough Maximum Drawdown % and the asymmetric percentage gain required to recover peak equity.

Calculate optimal Uvicorn worker count, keep-alive timeout, and concurrency limits for a given container RAM budget.

Evaluate an API endpoint against OWASP API Top 10 controls (BOLA, BOPLA field allowlisting, rate limiting, and SSRF protection).

Evaluate an x402 route configuration (method, price_usdc, network, extensions.bazaar) against Coinbase CDP Bazaar and autonomous crawler rules.

Compute composite NIST Cybersecurity Framework 2.0 maturity tier across Govern, Identify, Protect, Detect, Respond, and Recover.

Verify oracle price feed freshness against heartbeat threshold and L2 sequencer uptime feed status.

Validate Python pyproject.toml configuration for PEP 517 build-system, requires-python bounds, and reproducible lockfiles.

Evaluate read/write per-minute rate limits and HTTP 429 Retry-After header configuration for public agent APIs.

Validate robots.txt rules (User-agent, Allow root, Disallow admin paths, HTTPS Sitemap XML) for search and AI agent crawlers.

Estimate Self-Employment tax (15.3%) and quarterly IRS safe-harbor estimated tax installments.