Desktop App
QA Audit Passed (23/23 Gates)
Official technical audit, permission scope verification, and 23-gate functional test matrix for OmniClip — local AI video repurposing & viral shorts engine.
This technical docket documents the architectural boundaries, permission scope audit, and functional QA test cases verified for OmniClip — local AI video repurposing & viral shorts engine.
Word-level audio transcription
AI viral hook detection & scoring
Face-tracking 9:16 auto-reframe
100% Local Disk & CPU/GPU Memory (127.0.0.1 Loopback Only). Air-Gapped Local AI Execution · Zero Cloud Video Ingestion.
Turn long-form video into viral 9:16 vertical shorts with face tracking and kinetic captions. 100% local video processing — your footage never leaves your machine.
| Attribute | Specification | Verification Standard |
|---|---|---|
| Host Surface / OS | Windows 11 (MSIX/EXE) & macOS (DMG) | Platform Manifest & Surface Gate |
| Runtime Execution | Python/FastAPI backend + React frontend + local FFmpeg/Whisper | Sovereign Execution Sandbox |
| Data Residency | 100% Local Disk & CPU/GPU Memory (127.0.0.1 Loopback Only) | Zero Unintended Outbound Data Transit |
| Permissions / Scopes | Local Filesystem Selection Only · Zero Outbound Media Transit |
Strict Least-Privilege Manifest Audit |
| Security Classification | Air-Gapped Local AI Execution · Zero Cloud Video Ingestion | 864zeros Radical Transparency Standard |
| QA Test Pass Rate | 23 / 23 Gates Passed (100%) | Deterministic Pre-Release QA Checklist |
The following 23-gate verification suite was executed against the production artifact (omniclip/QA_CHECKLIST.md):
| Test ID | Assertion & Verification Objective | Verification Gate | Result |
|---|---|---|---|
| QA-0.1 | Local AI Dependency Isolation: Whisper models, FFmpeg binaries, and computer vision models bundled locally or cached in user app data; zero mandatory cloud API keys. | §0 — Pre-Flight Package & Asset Integrity Gate | PASS |
| QA-0.2 | Zero Telemetry / Analytics SDKs: Zero analytics pings in Python or React dependencies. | §0 — Pre-Flight Package & Asset Integrity Gate | PASS |
| QA-0.3 | Graphic Asset Preservation (Rule 2): Production desktop icons present: 256×256 Windows .ico, 512×512 macOS .icns, vector logo in assets/. |
§0 — Pre-Flight Package & Asset Integrity Gate | PASS |
| QA-0.4 | Clean Repository Tree: Zero bulky video test files, .pyc, or raw weights committed to Git. |
§0 — Pre-Flight Package & Asset Integrity Gate | PASS |
| QA-1.1 | Windows Desktop Launch: Run desktop executable on Windows 11. — Window opens with Fluent 2 / Mica translucent styling; FastAPI backend spins up on loopback (127.0.0.1:<port>) without firewall alert. |
§1 — Desktop OS Launch & Surface Gate (Windows & macOS) | PASS |
| QA-1.2 | macOS Desktop Launch (Transformed Target): Run application on macOS. — Window opens with native macOS menu bar, SF Pro typography, and Apple HIG vibrancy. | §1 — Desktop OS Launch & Surface Gate (Windows & macOS) | PASS |
| QA-1.3 | UI Responsiveness: Resize window from 1280×720 up to 4K. — Fluid responsive video timeline and clip preview panels without visual tearing. | §1 — Desktop OS Launch & Surface Gate (Windows & macOS) | PASS |
| QA-2.1 | Zero Video Cloud Ingestion: Load a 1 GB raw video file into the project timeline. — Entire processing pipeline (demuxing, audio extraction, transcription, cropping) runs on local CPU/GPU. Video footage NEVER leaves the machine. | §2 — Privacy, Sovereign Computing & Cloud Boundary Gate | PASS |
| QA-2.2 | Network Tab & Firewall Audit: Audit network traffic during transcription and video export. — Exactly **0** bytes of media traffic sent outbound. | §2 — Privacy, Sovereign Computing & Cloud Boundary Gate | PASS |
| QA-2.3 | Air-Gapped Operation: Disconnect network entirely. — Full end-to-end video repurposing, kinetic caption rendering, and vertical export executes flawlessly offline. | §2 — Privacy, Sovereign Computing & Cloud Boundary Gate | PASS |
| QA-3.1 | Media Ingestion: Drag and drop 16:9 landscape 1080p MP4 file. — Video waveform and frames load within 3 seconds. | §3 — Core Product Workflow & Dogfood Execution | PASS |
| QA-3.2 | Local Speech-to-Text (Whisper): Click **Generate Captions**. — Local Whisper model generates word-level timestamps without hallucinating sync delays. | §3 — Core Product Workflow & Dogfood Execution | PASS |
| QA-3.3 | Active Speaker Face Tracking: Enable 9:16 vertical smart crop. — Smart camera panning keeps speaking subject centered in vertical framing. | §3 — Core Product Workflow & Dogfood Execution | PASS |
| QA-3.4 | Kinetic Caption Rendering: Select caption styling (bold yellow pop, word highlight). — Real-time video preview renders kinetic text synced with speech. | §3 — Core Product Workflow & Dogfood Execution | PASS |
| QA-3.5 | Hardware-Accelerated Export: Click **Export 9:16 Short**. — Local FFmpeg (NVENC/MediaEngine/CPU) renders final MP4 deliverable with zero dropped frames. | §3 — Core Product Workflow & Dogfood Execution | PASS |
| QA-4.1 | Windows Distribution: Package MSIX / installer. — Installs cleanly to Windows Start menu and creates uninstaller. | §4 — Cross-Platform Build & Store Packaging Gate | PASS |
| QA-4.2 | macOS Distribution: Package notarized DMG. — Drag-to-Applications installer launches cleanly without Gatekeeper warnings. | §4 — Cross-Platform Build & Store Packaging Gate | PASS |
| QA-5.1 | Product Page: Visit https://864zeros.com/products/omniclip.html. — Displays [CMM] and [Desktop App] badges. |
§5 — Web Presence & SEO/GEO Gate | PASS |
| QA-5.2 | Store CTAs: Displays [Download Desktop App] (or Coming Soon for Desktop) CTA. |
§5 — Web Presence & SEO/GEO Gate | PASS |
| QA-5.3 | Catalog Grid Card: On https://864zeros.com/products/, OmniClip tile renders [Desktop App] badge. |
§5 — Web Presence & SEO/GEO Gate | PASS |
| QA-5.4 | Schema.org JSON-LD: Structured data declares DesktopApplication. |
§5 — Web Presence & SEO/GEO Gate | PASS |
| QA-6.1 | Demand-of-One Test: Does the operator actively render video clips using OmniClip? | §6 — Dogfood & Radical Transparency Verdict | PASS |
| QA-6.2 | Zero Known Defects: Zero crashes, 100% sovereign local video rendering. | §6 — Dogfood & Radical Transparency Verdict | PASS |
To verify that OmniClip cannot exfiltrate user content or exceed its declared operational boundary, the production package is locked to the following manifest and runtime constraints:
// Verified Manifest & Runtime Boundary (omniclip v1.0.0)
{
"product": "OmniClip — local AI video repurposing & viral shorts engine",
"surface": "Windows 11 (MSIX/EXE) & macOS (DMG)",
"runtime": "Python/FastAPI backend + React frontend + local FFmpeg/Whisper",
"dataResidency": "100% Local Disk & CPU/GPU Memory (127.0.0.1 Loopback Only)",
"declaredPermissions": ["Local Filesystem Selection Only · Zero Outbound Media Transit"],
"externalTelemetryEndpoints": 0,
"thirdPartyAnalyticsSdks": 0
}Our Market Gap Intelligence engine analyzed verified 1-star and 2-star reviews across Cloud AI Video Repurposing & Per-Minute SaaS Editors (OpusClip / Descript) and re-engineered OmniClip from first principles so your workflow never hits those walls again.
"Uploading a 2-hour 4K podcast to cloud clipping sites takes an hour, burns through monthly credit allowances, and compresses our video quality."
100% local CPU/GPU desktop execution (FastAPI loopback + local Whisper + MediaPipe + FFmpeg)—process unlimited hours of 4K video with zero upload waits and zero credit meters.
"Our studio cannot upload embargoed executive interviews or private legal depositions to cloud AI video clippers due to strict NDA boundaries."
Air-gapped local media pipeline: audio extraction, word-level transcription, viral hook scoring, and 9:16 face-tracking reframe never leave localhost (127.0.0.1).
"Cutting a 40-second vertical short in traditional NLEs requires tedious frame-by-frame timeline scrubbing and manual keyframing."
Word-level transcript trimmer lets you click start and end words to cut clips, auto-center the active speaker's face, and burn in kinetic captions in a single FFmpeg pass.
Visual and content assets are powered by custom-trained LoRA models and on-device training pipelines, and founders can trigger full product builds via cli2voip voice or Telegram directly into cli2cli.
Architected the zero-cloud execution boundary for OmniClip, locking runtime permissions to strict least-privilege local scopes with zero external CDNs or telemetry endpoints. Founders can trigger full product builds via cli2voip voice or Telegram directly into cli2cli.
Defined the single-purpose product wedge for OmniClip (CMM pillar) from Market Gap Intelligence and User Frustration Radar signals, stripping onboarding bloat so the primary workflow completes in under 3 clicks inside the FHG Warm Parchment surface.
Assembled OmniClip from battle-tested 864z-build-kit Feature Bricks (agent-local-ai-keywords, agent-ai-summarize, agent-local-backup) and wired its deterministic interactive HTML sandbox, W3C WebMCP discovery tools, and cli2voip voice / Telegram into cli2cli build orchestration.
Executed adversarial packet-trace and permission-boundary stress tests against OmniClip v1.0.0, certifying 23/23 QA verification gates with 0 bytes of unintended outbound data transit.
Translated the 3 real user pain statements for OmniClip into RULE-017 zero-price walkthrough transcripts and accessible captions, with visual and content assets powered by custom-trained LoRA models and on-device training pipelines.
[Quick Overview Short 1 (00:00.0–00:09.0) · 0.0s–9.0s]: Tired of repurposing long-form videos into captioned vertical shorts getting locked behind monthly subscriptions and external cloud portals?
[Quick Overview Short 2 (00:09.0–00:15.1) · 9.0s–15.1s]: With OmniClip, Word-Level Transcript Trimming & Hook Detection runs right where you already work.
[Quick Overview Short 3 (00:15.1–00:24.9) · 15.1s–24.9s]: Automatic 9:16 Active-Speaker Face Reframing and Burned-In Kinetic Captions & WebVTT Export—100% under your own custody.
[Quick Overview Short 4 (00:24.9–00:34.8) · 24.9s–34.8s]: Software that lives where you do. No accounts, no tracking, and zero cloud rent—at 864zeros.com.
[Full Product Demo 1 (00:00.0–00:08.9) · 0.0s–8.9s]: Need a better way to handle repurposing long-form videos into captioned vertical shorts, without handing your data to another monthly cloud landlord?
[Full Product Demo 2 (00:08.9–00:19.2) · 8.9s–19.2s]: Watch OmniClip in action: Edit video as easily as editing text—click start and end words in the local transcript to cut tight vertical clips in seconds.
[Full Product Demo 3 (00:19.2–00:36.2) · 19.2s–36.2s]: On-device computer vision keeps the speaking host centered smoothly in a 9:16 vertical frame without manual keyframing in a timeline. Plus, generate high-contrast animated word captions and matching .vtt subtitle files automatically from your local audio track.
[Full Product Demo 4 (00:36.2–00:46.1) · 36.2s–46.1s]: Raw 4K footage, client depositions, and embargoed interviews never leave your hard drive—zero upload queues and zero per-minute cloud credits.
[Full Product Demo 5 (00:46.1–00:56.0) · 46.1s–56.0s]: Software that lives where you do. No accounts, no tracking, and zero cloud rent—at 864zeros.com.
Artifact Identification: omniclip (v1.0.0) · Pillar: CMM. All 23 verification gates passed and stamped by 864zeros LLC engineering board.