Org — jobs & honest stubs

[MingruiZhang]

Parent

Spec: landing-ai/ade-cli-internal#1

What to build

The org management entrance. org jobs lists the API key's server-side async jobs across both verbs (pending / processing / completed / failed, newest first, with paging and status filter) — the account-wide counterpart to local claim tickets. org usage and org limits are honest stubs: they state the backend API does not exist yet, reference the filed ask, and print the requirements sketch (period filter, group-by model/tier/day, plan quota + remaining; rate-limit config/budget).

Acceptance criteria

• org jobs merges both job-list endpoints with paging/status filters; --json stable records
• Cross-machine story visible: a job submitted elsewhere with the same key appears
• org usage / org limits exit non-zero-or-documented with the backend-missing message and requirements sketch (decide and document the exit posture)
• Works with either auth method

Blocked by

• Blocked by: landing-ai/ade-cli-internal#2 — Scaffold, config & API-key auth

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Migrated from the private development tracker (landing-ai/ade-cli-internal#11) during the launch cutover.