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.
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id: FI-WP-0003
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type: workplan
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title: "Seed open-weight reserve from baseline recommendations"
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domain: infotech
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domain: agents
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repo: freedom-intelligence
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status: active
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owner: grok
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topic_slug: freedom-intelligence
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priority: medium
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created: "2026-07-24"
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updated: "2026-07-24"
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updated: "2026-07-28"
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depends_on:
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- FI-WP-0001
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state_hub_workstream_id: "7513a853-24bf-4826-9ed9-3e8ed8ab0fa5"
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---
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# FI-WP-0003 — Seed open-weight reserve from baseline recommendations
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## Goal
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Turn baseline survey recommendations into a **real, policy-compliant reserve**:
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approve high-priority catalog candidates, download to pinned backup storage,
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verify checksums, and leave medium/low items as candidates for later briefs.
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Turn baseline + **strategic reserve policy** into a **real, policy-compliant reserve**:
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approve high-priority catalog candidates, download to the **pinned bulk store**,
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verify checksums, and leave lower-priority items as candidates for later briefs.
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**Policy (2026-07-24 / path 2026-07-28):** include the **most capable open-weight
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models** even when they exceed current run hardware. Soft quota **850 GiB**.
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**Storage pin:** `D:\vault\coulomb\freedom-intelligence\` (Windows) /
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`/mnt/d/vault/coulomb/freedom-intelligence/` (WSL when D: mounted).
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Source of truth for *which* models:
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- `research/2026-07-24-baseline-field-survey.md` § Collection recommendations
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- `inventory/catalog/*.yaml` (seeded as `candidate`)
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- `research/2026-07-24-baseline-field-survey.md`
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- `research/2026-07-24-nas-strategic-collection-plan.md`
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- `docs/decisions/2026-07-24-nas-strategic-reserve.md`
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- `inventory/catalog/*.yaml`
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Gates: `inventory/collection-policy.md` + `docs/backup-storage-policy.md` (T04 of FI-WP-0001).
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Gates: `inventory/collection-policy.md` + `docs/backup-storage-policy.md`.
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## Priority tiers (from survey)
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## Priority tiers
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| Tier | Action in this workplan |
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| ---- | ----------------------- |
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| **P0 — seed now** | Approve + collect after storage pin (small/mid, high leverage) |
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| **P1 — next wave** | Approve when quota allows; may stay candidate |
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| **P2 — watch / large** | Keep candidate; do not bulk-pull full 600B+ MoE without explicit operator decision |
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| **R — runnable spine** | Approve + collect first (former P0) |
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| **S — strategic capability** | Approve + collect top open giants (V3/R1 class, 70B dense, …) under quota; compressed OK |
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| **W — watch** | Optional after R+S; may stay candidate |
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## Tasks
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@ -45,6 +54,7 @@ Gates: `inventory/collection-policy.md` + `docs/backup-storage-policy.md` (T04 o
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id: FI-WP-0003-T01
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status: done
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priority: high
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state_hub_task_id: "5d2a493b-a189-4eae-8a40-18ce8e0ab17d"
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```
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Create `status: candidate` entries under `inventory/catalog/` for every P0/P1
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@ -54,55 +64,60 @@ recommendation in the baseline survey (and note P2 as candidates or docs-only).
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---
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### T02 — Operator approve P0 set
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### T02 — Operator approve R spine + S priority order
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```task
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id: FI-WP-0003-T02
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status: todo
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priority: high
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state_hub_task_id: "909263c7-7148-45fa-98bc-5d2bafacf507"
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```
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Human review of P0 candidates: license, size vs soft quota, hardware fit.
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Human review: license, size vs **850 GiB** soft quota, download order from
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`research/2026-07-24-nas-strategic-collection-plan.md` (R first, then S1, …).
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Set `status: approved`, `collection.approved_by`, `collection.approved_at`.
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**Done when:** each P0 entry is `approved` or `rejected` with reason.
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**Done when:** each R and chosen S entry is `approved` or `rejected` with reason.
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---
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### T03 — Download P0 to backup storage + verify
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### T03 — Download R spine + strategic S to NAS + verify
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```task
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id: FI-WP-0003-T03
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status: todo
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priority: high
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state_hub_task_id: "222969d0-f3af-46fb-a303-f76800c80ff9"
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```
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For each approved P0:
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For each approved model:
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1. Download into `{BACKUP}/freedom-intelligence/models/...` (or `staging/` then promote)
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2. Record `artifacts[].sha256`, `size`, `collection.storage_path`
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3. Set `status: collected` then `verified` after re-hash or smoke load
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1. Download into `D:\vault\coulomb\freedom-intelligence\models\...` (or `staging/` then promote)
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2. For S giants: prefer official compressed if full precision exceeds headroom
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3. Record `artifacts[].sha256`, `size`, `collection.storage_path`
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4. Set `status: collected` then `verified` after re-hash (smoke load optional for unrunnable S)
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Prefer official HF revisions; use `huggingface-cli` or equivalent with revision pin.
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**Blocked on:** FI-WP-0001-T04 (storage pin).
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**Unblocked:** FI-WP-0001-T04 storage pin complete (2026-07-28). Ensure WSL can
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see `/mnt/d` before Linux-side pulls.
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**Done when:** all approved P0 are `verified` or explicitly deferred with notes.
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**Done when:** approved R (+ first S as space allows) are `verified` or deferred with notes.
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---
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### T04 — P1 decision pass
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### T04 — W-tier and remaining S decision pass
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```task
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id: FI-WP-0003-T04
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status: todo
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priority: medium
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state_hub_task_id: "33daa2cf-f9fd-430d-a4e4-58996c900ca6"
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```
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After P0, decide which P1 models fit remaining quota. Approve/collect subset or
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leave as candidates for daily briefs to re-prioritize.
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After R + primary S fills, decide remaining S/W under free soft-quota capacity.
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**Done when:** each P1 has an explicit next status (`approved`, `candidate`, `rejected`).
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**Done when:** each remaining catalog entry has an explicit next status.
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---
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@ -112,6 +127,7 @@ leave as candidates for daily briefs to re-prioritize.
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id: FI-WP-0003-T05
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status: todo
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priority: low
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state_hub_task_id: "9974b98a-e1b3-4b7a-b2c2-0fd2cba65f97"
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```
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Write `inventory/RESERVE-STATUS.md` summarizing collected vs candidate totals,
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@ -123,9 +139,10 @@ bytes used vs soft quota, and hardware coverage gaps.
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## Acceptance (workplan-level)
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- [x] Catalog seeded from baseline survey
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- [ ] Storage pin complete (upstream)
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- [ ] P0 verified on backup media
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- [x] Catalog seeded from baseline survey (+ profile/SWOT on all entries)
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- [x] Storage pin complete (upstream FI-WP-0001-T04)
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- [ ] Operator approve R + S priority (T02)
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- [ ] P0/R verified on backup media (T03)
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- [ ] RESERVE-STATUS snapshot after first collections
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## Out of scope
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