Register reserve under agents hub and pin VAULT storage.

Classify freedom-intelligence for State Hub (agents domain), sync FI-WP-0001..0003 with hub IDs, enrich catalog entries with profile/SWOT, and pin the open-weight reserve to D:\vault\coulomb\freedom-intelligence\ with strategic S-tier policy.

inventory/catalog/Qwen__Qwen3-14B__candidate.yaml

@@ -7,6 +7,7 @@ source:
   url: https://huggingface.co/Qwen/Qwen3-14B
   revision: main
   model_card_url: https://huggingface.co/Qwen/Qwen3-14B
+  project_url: https://qwenlm.github.io/
 license:
   spdx: Apache-2.0
   url: https://huggingface.co/Qwen/Qwen3-14B
@@ -14,6 +15,40 @@ license:
   allows_local_ops: true
   allows_fine_tune: true
   notes: "Confirm card at download."
+profile:
+  summary: "Mid-size Qwen3 step up from 8B for stronger single-GPU chat/code."
+  original_source: https://huggingface.co/Qwen/Qwen3-14B
+  use_cases:
+    - "Higher-quality local assistant when 8B is the bottleneck"
+    - "Harder coding and long-context drafting on T2 GPUs"
+    - "A/B baseline vs R1-Distill-14B (general vs reason-specialist)"
+    - "Domain FT when 8B capacity is insufficient"
+  sweet_spots:
+    - "Quality step within still-single-GPU open dense class"
+    - "Multilingual instruct continuity with Qwen3-8B"
+    - "Quota-friendly alternative to jumping to 70B"
+  not_ideal_for:
+    - "Always-on default if VRAM is tight (prefer 8B)"
+    - "Deepest reasoner tasks (prefer R1 distill or full R1 reserve)"
+    - "Embedding / retrieval"
+  capability_notes: >
+    W-tier optional after R spine. Collect when soft-quota headroom and a clear
+    quality gap vs Qwen3-8B show up in daily work. Prefer Instruct sibling if
+    separate at pin time.
+swot:
+  strengths:
+    - "Clear capability bump over 8B without 70B cost"
+    - "Same Qwen3 stack and tooling as the R default"
+    - "Apache-friendly licensing typical"
+  weaknesses:
+    - "Near-duplicate niche vs strong 8B + selective 14B reason distill"
+    - "Still not frontier closed quality on hard agentic SWE"
+  opportunities:
+    - "Promote to R if lab defaults move off 8B"
+    - "FT target when domain data needs more capacity"
+  threats:
+    - "Disk spent better on S1 MoE or 70B dense under tight quota"
+    - "Next Qwen mid-size may obsolete this checkpoint quickly"
 size:
   total_bytes: 0
   total_human: "~28 GB fp16 / ~9 GB Q4 (estimate)"
@@ -31,12 +66,17 @@ collection:
   storage_path: ""
   brief_refs:
     - research/2026-07-24-baseline-field-survey.md
-reason: "P1 — stronger single-GPU chat/code when quota allows after P0."
-tags: [instruct, qwen3]
-companions: []
+reason: "P1/W — stronger single-GPU chat/code when quota allows after R spine."
+tags: [tier-w, instruct, qwen3]
+companions:
+  - Qwen__Qwen3-8B__candidate
 notes: ""
 history:
   - at: "2026-07-24"
     event: nominated
     by: baseline-survey
     detail: "P1 recommendation from initial deep research."
+  - at: "2026-07-28"
+    event: profile_swot_added
+    by: grok
+    detail: "schema 0.2 profile + SWOT."