Use shell completers to suggest valid values to agents

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调研方向

Start with lib/complete.ts and read the linked cli-first-mcp design and tasks, especially tasks 5.1 and 5.2; inspect the per-command tool validation and existing shell completion tests. Trace how completions use the SQLite cache and live API before adding ranked candidates to validation errors and static choices to generated schemas. Done when the shell completion tests pass unchanged and the specified validation tests cover slugs, issue IDs, dataset fields and aggregates, and query keys and values.

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描述

CLI enhancement MCP

Part of #1357. Plan: cli-first-mcp tasks 5.1 and 5.2 (design, tasks). Depends on #1890.

Why

Agents get slugs, IDs, fields, and query keys wrong. The shell completion system already knows valid values. With no search_sentry tool to host a complete mode, completions reach agents through the per-command tools themselves.

Scope

  • Split the completers in lib/complete.ts into completers over a data source: the SQLite cache with a live API fallback on stdio, the live API uncached on hosted.
  • When a per-command tool gets an invalid or unknown value (org/project slug, issue ID, dataset field or aggregate, query key or value), return the error with ranked candidates and their descriptions so the agent can retry.
  • Put static choices (enum-like flag values) into the tool schema as examples at catalog generation time.

Done when

  • Shell completion tests pass unchanged.
  • Tests for slugs, issue IDs, dataset fields and aggregates, and query keys and values in validation errors.

via @BYK.

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