Orchestrates conversational questions over large source through direct inspection tools and bounded Shepherd evidence queries.
原文语言:英语
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Orchestrates conversational questions over large source through direct inspection tools and bounded Shepherd evidence queries.
原文语言:英语
Creates and verifies source contracts for HTTP route and middleware boundaries. Use when checking root probes, timeout/auth/CORS groups, streaming exceptions, route mounters, or production wiring split across router and server bootstrap files.
原文语言:英语
Creates and verifies source contracts for CLI root and subcommand registrations. Use when preserving constructor wiring, source order, exact registration cardinality, or detecting command additions, removals, renames, and duplicates.
原文语言:英语
Creates and verifies source contracts for configuration defaults and constructor wiring. Use when checking zero-value defaults, config field assignments, timeout/retry settings, environment option mapping, or production constructor fields.
原文语言:英语
Creates bounded source contracts for important facts inside large generated files. Use when verifying request shapes, route tables, bindings, operation names, or headers without loading the full generated artifact into model context.
原文语言:英语
Creates and verifies source contracts for plugin, controller, route, provider, or handler inventories. Use when an exact registration list, order, or cardinality is an architectural invariant checked locally or in CI.
原文语言:英语
Creates and verifies cross-file source contracts from handwritten SDK services to generated request builders. Use when preserving validation labels, client method wiring, HTTP methods, URL templates, headers, or idempotency behavior.
原文语言:英语
Validates a versioned source-fact contract deterministically with zero model calls. Use in local development or CI to detect extraction, grounding, finalization, answer-pattern, and source drift failures.
原文语言:英语