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/schema.yaml

@@ -3,7 +3,7 @@
 # Filename suggestion: {org}__{name}__{short_revision}.yaml
 #
 # Schema version documents field meaning for humans and future validators.
-schema_version: "0.1.0"
+schema_version: "0.2.0"
 
 # ---------------------------------------------------------------------------
 # Example entry (illustrative only — not a real collection claim)
@@ -15,60 +15,56 @@ schema_version: "0.1.0"
 # source:
 #   kind: huggingface  # huggingface | github_release | direct_url | other
 #   url: https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct
-#   revision: abc1234def...   # commit sha, tag, or release id
+#   revision: abc1234def...
 #   model_card_url: https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct
-# license:
-#   spdx: llama3.2          # or MIT, Apache-2.0, etc.; use "custom" + notes if needed
-#   url: https://...
-#   allows_offline_retention: true
-#   allows_local_ops: true
-#   allows_fine_tune: true
-#   notes: ""
-# artifacts:
-#   - path: blobs/model.safetensors
-#     sha256: "..."
-#     bytes: 0
-# size:
-#   total_bytes: 0
-#   total_human: "0 B"
-# hardware_class:
-#   # Rough lab guidance — not a guarantee
-#   min_vram_gb_q4: 4
-#   min_vram_gb_fp16: 8
-#   notes: "fits consumer 8GB at Q4"
-# axes:                    # why this matters to the lab
-#   - B
-#   - C
-# priority: medium         # low | medium | high
-# collection:
-#   approved_by: ""
-#   approved_at: null      # ISO-8601 date
-#   downloaded_at: null
-#   downloaded_by: ""
-#   storage_path: ""       # absolute or facility-relative path on backup storage
-#   brief_refs:            # briefs that nominated this candidate
-#     - briefs/2026/07/2026-07-23.md
-# reason: "Strong small instruct base; clear license; homelab-fit."
-# tags:
-#   - instruct
-#   - text
-# companions: []           # optional related catalog ids (adapters, tokenizers)
+#   project_url: https://www.llama.com/   # optional: org project / paper home
+#   paper_url: https://arxiv.org/...     # optional
+# license: { ... }
+# profile:
+#   summary: "One-line what this model is for."
+#   original_source: "https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct"
+#   use_cases:
+#     - "Always-on local assistant on small VRAM"
+#     - "Edge classification and simple tool routing"
+#   sweet_spots:
+#     - "Latency-sensitive chat under 3–8 GB VRAM"
+#     - "Teaching / prototyping agent loops cheaply"
+#   not_ideal_for:
+#     - "Hard multi-file software engineering"
+#     - "Long-horizon reasoning"
+#   capability_notes: >
+#     Compact instruct model; strong ecosystem tooling; limited depth vs mid-size.
+# swot:
+#   strengths:
+#     - "Tiny footprint; huge Llama tooling ecosystem"
+#   weaknesses:
+#     - "Shallow reasoning and coding vs 8B–70B class"
+#   opportunities:
+#     - "Domain LoRA for NetKingdom micro-agents"
+#   threats:
+#     - "Superseded quickly by next small open release"
+# size: { ... }
+# hardware_class: { ... }
+# axes: [B]
+# priority: high
+# collection: { ... }
+# reason: "..."
+# tags: [tier-r, instruct]
+# companions: []
 # notes: ""
-# history:
-#   - at: "2026-07-23"
-#     event: nominated
-#     by: operator
-#     detail: "From daily brief collection candidates."
+# history: []
 
 # ---------------------------------------------------------------------------
-# Required fields by status (normative for humans; tooling may enforce later)
+# Required fields by status
 # ---------------------------------------------------------------------------
-# candidate:  id, status, name, org, source.url, source.revision, license, reason, priority
+# candidate:  id, status, name, org, source.url, source.revision, license,
+#             reason, priority, profile (summary + original_source + use_cases +
+#             sweet_spots), swot (all four lists, compact)
 # approved:   + collection.approved_by, collection.approved_at
-# collected:  + collection.downloaded_at, collection.storage_path, size, artifacts[].sha256
-# verified:   + checksums re-read OK (notes or history event)
-# rejected:   + reason (why rejected)
-# superseded / evicted: + history event; storage_path may be empty after eviction
+# collected:  + collection.downloaded_at, collection.storage_path, size, artifacts
+# verified:   + checksums re-read OK
+# rejected:   + reason
+# superseded / evicted: + history event
 
 field_reference:
   id:
@@ -83,10 +79,24 @@ field_reference:
     type: string
   source:
     type: object
-    fields: [kind, url, revision, model_card_url]
+    fields: [kind, url, revision, model_card_url, project_url, paper_url]
   license:
     type: object
     fields: [spdx, url, allows_offline_retention, allows_local_ops, allows_fine_tune, notes]
+  profile:
+    type: object
+    description: Human-facing capability card for operators choosing models
+    fields:
+      summary: One-line positioning
+      original_source: Canonical URL (usually HF model card or org release page)
+      use_cases: List of typical lab / product uses
+      sweet_spots: Where the model punches above weight or is the default pick
+      not_ideal_for: Explicit anti-patterns
+      capability_notes: Short free-text capability narrative
+  swot:
+    type: object
+    description: Compact SWOT for reserve / ops decisions (2–4 bullets each)
+    fields: [strengths, weaknesses, opportunities, threats]
   artifacts:
     type: list
     item_fields: [path, sha256, bytes]