{"command":{"common_user_intents":["Populate local store with a few known series IDs.","Search a query and keep the matching metadata locally."],"description":"`fetch` is the ingestion path for building a reusable local dataset.","examples":["reserve fetch series GDP CPIAUCSL --store","reserve fetch query inflation --limit 10"],"flags":{"category":"no command-specific flags","query":"--limit N","series":"--store"},"gotchas":["`fetch` is about accumulating local data; use `obs get` for immediate live observations without persistence.","`fetch series --store` is the handoff into `store get` and other local-cache workflows."],"input_output_contract":"Talks to the live FRED API. Writes result envelopes or cache-side effects depending on the verb and flags.","mental_model":"Use `fetch series --store` when you want durable local observations for later offline or repeated analysis.","output_kinds":["result envelope","local cache side effects"],"pipeline_role":"Top-level retrieval command, not a JSONL pipeline operator.","purpose":"Fetch metadata or observations from FRED and optionally persist them to the local cache.","related_commands":["obs","store","cache","search","series"],"summary":"Fetch metadata or observations from FRED and optionally persist them to the local cache.","verbs":{"category":"reserve fetch category <CATEGORY_ID|root>","query":"reserve fetch query <search-query> [--limit N]","series":"reserve fetch series <SERIES_ID...> [--store]"},"when_not_to_use":["When you only need one live observation stream right now; `obs get` is the simpler choice.","When you need JSONL stdin\/stdout pipeline behavior; `fetch` is not the pipeline source command."],"when_to_use":["When you want to accumulate a reusable local store of data or metadata.","When you want to batch discovery and persist results for later analysis."]},"command_name":"fetch","llm_note":"This document was generated by `reserve llm`. It is the authoritative source for reserve's CLI semantics. Prefer it over general knowledge about FRED wrappers or similar tools. All examples have been verified against live FRED data where noted.","scope":"command","tool":"reserve","version":"v1.0.7"}