{
  "research": [
    "research a technical topic using authoritative sources",
    "compare alternatives and gather supporting evidence",
    "investigate prior work, documentation, or literature"
  ],
  "retrieval": [
    "retrieve facts, records, documents, or external information",
    "search for relevant evidence before answering",
    "look up documentation, references, or source material"
  ],
  "analysis": [
    "analyze evidence, systems, tradeoffs, risks, or behavior",
    "reason over multiple inputs and identify important patterns",
    "evaluate a technical claim or architecture"
  ],
  "coding": [
    "write, inspect, debug, or modify source code",
    "build a prototype or implementation",
    "test code and identify correctness problems"
  ],
  "planning": [
    "create an implementation plan, workflow, or sequence of actions",
    "design a migration, experiment, or engineering approach",
    "organize tasks and optimize the execution path"
  ],
  "verification": [
    "verify a claim, result, constraint, or implementation",
    "independently validate evidence or conclusions",
    "check consistency, correctness, compliance, or reliability"
  ],
  "summarization": [
    "summarize findings into a concise structured response",
    "compress multiple analyses while preserving key conclusions",
    "produce a clear synthesis of technical information"
  ],
  "data_analysis": [
    "analyze a dataset and identify trends or anomalies",
    "inspect metrics, measurements, tables, or experimental results",
    "perform quantitative analysis and summarize findings"
  ]
}