Why: Phases 0-3 built the server-managed Llm registry; this phase pivots the existing Project.llmProvider column from "local provider hint" to "named Llm reference" so operators can pick a centralised Llm per project. No schema change — the column stays a free-form string for backward compat. - `mcpctl create project --llm <name>` (+ `--llm-model <override>`) sets llmProvider/llmModel to a centralised Llm reference, or 'none' to disable. - `mcpctl describe project` fetches the Llm catalogue alongside prompts and flags values that don't resolve with a visible warning. 'none' is treated as an explicit disable, not an orphan. - `apply -f` doc comments updated; --llm-provider still accepted but now documented as naming an Llm resource. - New `resolveProjectLlmReference(mcpdClient, name)` helper in mcplocal's discovery: returns `registered`/`disabled`/`unregistered`/`unreachable`. The HTTP-mode proxy-model pipeline will consume this when it pivots to mcpd's /api/v1/llms/:name/infer proxy. - project-mcp-endpoint.ts cache-namespace path gets a comment explaining the new resolution order — behavior unchanged, just clarified. Tests: 6 resolver unit tests + 3 new describe-warning cases. Full suite 1853/1853 (+9 from Phase 3's 1844). TypeScript clean; completions regenerated for the new create-project flags. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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