Catch up field brief, catalog Kimi K3, and wire live daily recurrence.

Add 2026-08-03 week catch-up brief with Kimi K3 as S1 strategic (collection
deferred on ~1454 GiB vs 850 GiB soft quota), document recurrence ops, and add a
workstation due-notice consumer cron helper. Production schedule was applied to
railiance ConfigMap and Temporal (weekdays 07:30 Europe/Berlin).

inventory/catalog/moonshotai__Kimi-K3__strategic.yaml

@@ -0,0 +1,104 @@
+id: moonshotai__Kimi-K3__strategic
+status: approved
+name: Kimi-K3
+org: moonshotai
+source:
+  kind: huggingface
+  url: https://huggingface.co/moonshotai/Kimi-K3
+  revision: main
+  model_card_url: https://huggingface.co/moonshotai/Kimi-K3
+  project_url: https://www.kimi.com/
+  paper_url: https://huggingface.co/papers/2607.24653
+license:
+  spdx: LicenseRef-Kimi-K3
+  url: https://huggingface.co/moonshotai/Kimi-K3
+  allows_offline_retention: true
+  allows_local_ops: true
+  allows_fine_tune: true
+  notes: >
+    Custom Kimi K3 License (not plain MIT/Apache). Review commercial SaaS
+    revenue thresholds and attribution before external product embedding.
+    Confirm card text at pin time.
+profile:
+  summary: "S1 open frontier MoE (2.8T) — best open general/agentic class mid-2026."
+  original_source: https://huggingface.co/moonshotai/Kimi-K3
+  use_cases:
+    - "Long-horizon coding and agent workflows (offline optionality)"
+    - "Strategic reserve if closed APIs are unavailable or restricted"
+    - "Future multi-GPU / training-facility inference when hardware catches up"
+    - "Capability baseline against closed frontier for daily briefs"
+    - "Native vision + 1M-context knowledge work (when runnable)"
+  sweet_spots:
+    - "Top open-weight intelligence class after Jul 2026 weight release"
+    - "Agentic / coding / long-context open MoE identity"
+    - "Displaces prior S1 DeepSeek-V3 as primary open general target"
+  not_ideal_for:
+    - "Current single-GPU or small multi-GPU lab serve (far beyond run envelope)"
+    - "Fitting under 850 GiB soft quota at full precision (~1.45 TiB tree)"
+    - "Casual always-on chat (use R spine)"
+  capability_notes: >
+    Moonshot Kimi K3: ~2.8T total MoE parameters, sparse activation (~16/896
+    experts), Kimi Delta Attention + Attention Residuals, native multimodal,
+    ~1M context. Official HF tree measured ~1454 GiB (96 shards). Collection
+    deferred until capacity exception or official compressed distribution.
+swot:
+  strengths:
+    - "Leading open-weight general/agentic capability at release"
+    - "Open weights enable true offline retention optionality"
+    - "Strong coding / long-horizon / vision narrative"
+  weaknesses:
+    - "Disk footprint (~1.45 TiB) exceeds current soft quota and most lab GPUs"
+    - "Custom license with commercial thresholds"
+    - "Serve cost multi-node enterprise class"
+  opportunities:
+    - "Hold identity in catalog; pull compressed later if published"
+    - "Anchor daily briefs / evals against open SOTA"
+    - "Displace V3 as primary S1 when space allows"
+  threats:
+    - "Quota: full pull blocks all other S niches on VAULT"
+    - "Rapid supersession by K3.x or peer open giants"
+    - "Third-party quant quality variance if forced to unofficial packs"
+size:
+  total_bytes: 1560998984390
+  total_human: "~1454 GiB official HF tree (measured 2026-08-03); compressed TBD"
+hardware_class:
+  min_vram_gb_q4: 0
+  min_vram_gb_fp16: 0
+  notes: "Beyond current lab run envelope (multi-node). Strategic reserve only."
+axes: [A, B, C, D]
+priority: high
+collection:
+  approved_by: "bernd"
+  approved_at: "2026-08-03"
+  downloaded_at: null
+  downloaded_by: ""
+  storage_path: ""
+  brief_refs:
+    - briefs/2026/08/2026-08-03.md
+    - research/2026-07-24-nas-strategic-collection-plan.md
+    - docs/decisions/2026-07-24-nas-strategic-reserve.md
+reason: >
+  S1 strategic — best open-weight general/agentic model class after Jul 2026
+  release; keep capability identity even though full tree exceeds soft quota.
+tags: [tier-s, strategic, beyond-run-envelope, moe, general, vision, kimi, s1]
+companions: []
+notes: >
+  Do not bulk-download full tree under 850 GiB soft quota. Prefer official
+  compressed if/when available. Revisit capacity exception with operator.
+history:
+  - at: "2026-08-03"
+    event: nominated
+    by: grok
+    detail: "Week catch-up brief — Kimi K3 open weights Jul 27 as new open SOTA."
+  - at: "2026-08-03"
+    event: approved
+    by: bernd
+    detail: "Operator direction: catalog and plan; collection deferred on capacity."
+  - at: "2026-08-03"
+    event: collection_deferred
+    by: grok
+    detail: "Official tree ~1454 GiB > soft quota 850 GiB; await capacity decision or compressed release."
+  - at: "2026-08-03"
+    event: profile_swot_added
+    by: grok
+    detail: "schema 0.2 profile + SWOT."