Whole slide images are large and hard to prepare for tile analysis. This skill guides histolab workflows for masks, tiling, filters, and visual review.

Scientific workloads can fail when hardware limits are unknown. This skill detects local resources and recommends practical compute strategies before work starts.

Genomics teams need reliable guidance for DNAnexus apps, data, and workflow execution. This skill organizes platform patterns for Claude, Codex, and Claude Code.

NGS analysis often requires careful command selection, normalization, and file validation. This skill helps users build deepTools workflows for coverage, QC, comparison, and visualization.

Molecular machine learning often requires specialized featurizers, datasets, and evaluation methods. This skill helps Claude, Codex, and Claude Code design DeepChem workflows for property prediction, transfer learning, and benchmarks.

Cancer researchers need trusted mutation data without hunting through many files. This skill explains COSMIC datasets, file paths, downloads, and analysis patterns for Claude, Codex, and Claude Code.

Systems biology teams need reliable guidance for COBRApy analyses, from model loading to flux studies. This skill provides focused workflows and API patterns for Claude, Codex, and Claude Code.

Drug discovery teams need reliable access to compound, target, and bioactivity records. This skill guides Claude, Codex, and Claude Code through ChEMBL searches, filters, and analysis workflows.

Single-cell Census queries can be hard to scope, filter, and load efficiently. This skill guides Claude, Codex, and Claude Code through reliable CELLxGENE Census workflows.

Enzyme research often requires structured access to kinetic and organism-specific data. This skill helps Claude, Codex, and Claude Code query BRENDA records and turn them into usable biochemical analysis.

Bioinformatics work often requires accurate parsing, database access, and reproducible analysis steps. This skill guides Claude, Codex, and Claude Code through practical Biopython workflows for molecular biology data.

Lab teams need reliable access to Benchling data without manual copying. This skill guides API and SDK workflows for registry, inventory, ELN, workflow, and analytics tasks.

Claude Code users need reliable token receipts without asking the model to estimate usage. This skill documents a hook-based command that reports session tokens and estimated savings from the local log.

LLM cost and quality changes are difficult to explain from aggregates alone. This skill produces bounded, trace-supported Caveman Cloud reviews without changing experiments.

Blockchain data is spread across many endpoints and chains, making focused analysis slow. This skill routes requests through Chainbase CLI and Tops to return structured on-chain and crypto-social insights.

On-chain DEX research requires many commands and careful routing. This skill guides agents through OKX token, market, signal, social, trenches, and WebSocket workflows.

DeFi users need clear steps for finding yield and managing positions across chains. This skill guides OKX discovery, portfolio review, deposits, withdrawals, rewards, and chart checks.

Wallet investigations require many repeated Nansen CLI calls across balances, labels, PnL, and relationships. This skill organizes those workflows for Claude, Codex, and Claude Code users.

Crypto analysts need fast views of what notable wallets buy, sell, and hold. This skill guides Claude, Codex, and Claude Code through Nansen smart money CLI queries.

Paid Nansen API access can require API keys or wallet setup. This skill shows how to use Tempo MPP for pay-per-call requests.