Research prototype / Active development
ClipSense
Turn raw footage into structured creative intelligence before the real edit begins.
01 / Problem
Creators produce more footage than they use.
Before editing begins, someone must watch, remember, transcribe, compare, group, and retrieve useful moments across files and sessions.
ClipSense treats media as information, building a structured layer around speech, topics, timestamps, relationships, and processing state.
02 / Capability boundary
Implemented now. Planned later.
The public page separates working foundation from product direction rather than presenting the roadmap as shipped software.
| State | Capability |
|---|---|
| Current | Batch-oriented dashboard structure, media-processing pipeline foundation, Whisper-based transcription, semantic/vector architecture, structured results and local verification workflow |
| Developing | Richer creator review, clip discovery, semantic retrieval, intelligent grouping, reliable export workflows, local/cloud/hybrid processing options |
| Not public | No hosted upload endpoint, public application download, completed director mode, or promise that advanced narrative intelligence is shipped |
03 / Processing model
Media → analysis → structured intelligence → creator review.
Media ingestion can feed audio extraction, speech recognition, transcript generation, semantic embedding, similarity analysis, segmentation, metadata extraction, and content indexing.
The purpose is preparation. ClipSense does not attempt to replace professional editing software; it reduces the analytical work that happens before a serious timeline opens.
Batch workflow
A batch groups media submitted together and provides a stable unit for processing state, analyzed material, searchable information, candidates, settings, and export work.
Search direction
Long-term retrieval is meaning-oriented: locate the discussion about a concept even when the exact query words were not spoken.
04 / Participate
Help shape the preparation workflow.
Describe the footage-management work that consumes time before you begin editing.
Email ClipSense feedbackGitHub Discussions is not enabled. The repository remains the route for source and technical issue review.
Open technical issues