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feat(daemon): discover Codex model and reasoning catalog dynamically (#5198)

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Discover the Codex model list and per-model reasoning efforts from the installed CLI (codex debug models --bundled), with a verified static fallback for old/offline installs. Server gates token syntax; the daemon validates the exact (model, effort) pair.

Closes #5197
MUL-4354
This commit is contained in:
Wood
2026-07-10 14:32:05 +08:00
committed by GitHub
parent bf161f2f9c
commit f7ca045fb1
9 changed files with 410 additions and 289 deletions
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4
server/cmd/multica/cmd_agent.go
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@@ -163,7 +163,7 @@ func init() {
agentCreateCmd.Flags().String("runtime-id", "", "Runtime ID (required)")
agentCreateCmd.Flags().String("runtime-config", "", "Runtime config as JSON string")
agentCreateCmd.Flags().String("model", "", "Model identifier (e.g. claude-sonnet-4-6, openai/gpt-4o). Prefer this over passing --model in --custom-args.")
agentCreateCmd.Flags().String("thinking-level", "", "Reasoning/effort level for the agent's runtime (e.g. Claude: low|medium|high|xhigh|max; Codex: none|minimal|low|medium|high|xhigh). The set is runtime/model-specific and validated server-side — an unknown value is rejected. Empty = runtime default.")
agentCreateCmd.Flags().String("thinking-level", "", "Reasoning/effort level for the agent's runtime (e.g. Claude: low|medium|high|xhigh|max; Codex values come from the runtime model catalog). The set is runtime/model-specific; malformed values are rejected server-side and the daemon validates the exact model/level pair. Empty = runtime default.")
agentCreateCmd.Flags().String("custom-args", "", "Custom CLI arguments as JSON array. For model selection prefer --model; some providers (codex app-server, openclaw) reject --model in custom_args.")
agentCreateCmd.Flags().String("custom-env", "", "Custom environment variables as JSON object, e.g. '{\"KEY\":\"value\"}'. Treated as secret material — never logged by the CLI, but values passed on the command line are visible to shell history and 'ps'; prefer --custom-env-stdin or --custom-env-file for real secrets. Pass '{}' to set an empty map.")
agentCreateCmd.Flags().Bool("custom-env-stdin", false, "Read the --custom-env JSON object from stdin. Keeps secrets out of shell history and 'ps'. Mutually exclusive with --custom-env and --custom-env-file.")
@@ -185,7 +185,7 @@ func init() {
agentUpdateCmd.Flags().String("runtime-id", "", "New runtime ID")
agentUpdateCmd.Flags().String("runtime-config", "", "New runtime config as JSON string")
agentUpdateCmd.Flags().String("model", "", "New model identifier. Pass an empty string to clear and fall back to the runtime default.")
agentUpdateCmd.Flags().String("thinking-level", "", "New reasoning/effort level for the agent's runtime (e.g. Claude: low|medium|high|xhigh|max; Codex: none|minimal|low|medium|high|xhigh). The set is runtime/model-specific and validated server-side. Pass an empty string to clear and fall back to the runtime default.")
agentUpdateCmd.Flags().String("thinking-level", "", "New reasoning/effort level for the agent's runtime (e.g. Claude: low|medium|high|xhigh|max; Codex values come from the runtime model catalog). The set is runtime/model-specific; malformed values are rejected server-side and the daemon validates the exact model/level pair. Pass an empty string to clear and fall back to the runtime default.")
agentUpdateCmd.Flags().String("custom-args", "", "New custom CLI arguments as JSON array. For model selection prefer --model; some providers (codex app-server, openclaw) reject --model in custom_args.")
// custom_env is intentionally NOT part of `agent update`. Use
// `multica agent env set <id>` — that path is owner/admin-only,