Establish Freedom Intelligence lab foundation and baseline research.

Add INTENT/SCOPE, daily-brief playbook, activity-core definition (disabled),
workplans FI-WP-0001..0003, baseline field survey with open-weight collection
recommendations, and inventory catalog candidates for the model reserve.

inventory/schema.yaml

@@ -0,0 +1,118 @@
+# Freedom Intelligence — open-weight inventory entry schema
+# Each collected (or tracked) model revision is one YAML file under catalog/
+# Filename suggestion: {org}__{name}__{short_revision}.yaml
+#
+# Schema version documents field meaning for humans and future validators.
+schema_version: "0.1.0"
+
+# ---------------------------------------------------------------------------
+# Example entry (illustrative only — not a real collection claim)
+# ---------------------------------------------------------------------------
+# id: meta-llama__Llama-3.2-3B-Instruct__abc1234
+# status: candidate | approved | collecting | collected | verified | superseded | evicted | rejected
+# name: Llama-3.2-3B-Instruct
+# org: meta-llama
+# 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
+#   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)
+# notes: ""
+# history:
+#   - at: "2026-07-23"
+#     event: nominated
+#     by: operator
+#     detail: "From daily brief collection candidates."
+
+# ---------------------------------------------------------------------------
+# Required fields by status (normative for humans; tooling may enforce later)
+# ---------------------------------------------------------------------------
+# candidate:  id, status, name, org, source.url, source.revision, license, reason, priority
+# 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
+
+field_reference:
+  id:
+    type: string
+    description: Stable catalog id; prefer {org}__{name}__{short_revision}
+  status:
+    type: enum
+    values: [candidate, approved, collecting, collected, verified, superseded, evicted, rejected]
+  name:
+    type: string
+  org:
+    type: string
+  source:
+    type: object
+    fields: [kind, url, revision, model_card_url]
+  license:
+    type: object
+    fields: [spdx, url, allows_offline_retention, allows_local_ops, allows_fine_tune, notes]
+  artifacts:
+    type: list
+    item_fields: [path, sha256, bytes]
+  size:
+    type: object
+    fields: [total_bytes, total_human]
+  hardware_class:
+    type: object
+    fields: [min_vram_gb_q4, min_vram_gb_fp16, notes]
+  axes:
+    type: list
+    values: [A, B, C, D]
+  priority:
+    type: enum
+    values: [low, medium, high]
+  collection:
+    type: object
+    fields: [approved_by, approved_at, downloaded_at, downloaded_by, storage_path, brief_refs]
+  reason:
+    type: string
+  tags:
+    type: list
+  companions:
+    type: list
+  notes:
+    type: string
+  history:
+    type: list
+    item_fields: [at, event, by, detail]