shybot.org • public status overview

Current project status

This page is a visual explainer style snapshot of the shybot workspace. It turns the current repository into a readable public-facing overview, centered on the active research direction, the main experimental systems, and what is publish-ready next.

Primary track
Timeline entanglement
Research reports
6+
Build state
Active R&D
Public framing

shybot.org is currently best presented as a live research and prototyping surface, not a polished product site. The strongest public story is a clear overview, a research narrative, and links to concrete project tracks.

visual-explainer inspired layout self-contained static HTML ready for clawfirm publish

Repository map

The workspace currently clusters into three visible workstreams.

Research

Academic notes, comparative memos, evidence tables, terminology matrices, and a larger whitepaper draft around time-structure and timeline entanglement.

Most mature public story

Timeline prediction

System design for object-centric temporal characterization, next-event prediction, impossible-event exclusion, and structured temporal memory.

Architecture defined, implementation path forming

Video analysis tooling

Practical local video pipelines for tracking, scene probing, chunk guidance, and formal-guided reasoning over uploaded videos.

Operational tooling with ongoing refinement

How the current system fits together

A real visual diagram, with the core idea flowing from research into system design, tooling, and outward-facing demos.

Timeline entanglement central research idea Research corpus notes, reports, evidence tables, concept memo, whitepaper drafts most publication-ready layer Prediction architecture object identity, state, event memory, possible / impossible next-event reasoning theory becoming system design Video tooling probe, tracking, chunk guidance, formal checks, structured artifacts current practical evidence engine Public website research framing, progress pages, clean narrative for shybot.org Future demos example clips, benchmark cases, interactive visual explanations

Current status by track

1. Research and framing

The research folder is the clearest signal of project direction right now. It includes roadmap material, daily research notes, a large research report, and a newer whitepaper draft.

  • Strongest candidate for immediate public publishing
  • Already has enough structure for a lightweight landing page
  • Could expand later into a papers, notes, and experiments section

2. Timeline prediction system

The architecture is unusually well specified. It defines a layered system covering perception, semantic interpretation, plausibility, memory, revision, and reporting.

  • Good fit for a public “what we are building” explainer
  • Still reads mostly as architecture and research design, not finished software
  • Best presented with diagrams, benchmark scenarios, and a demo roadmap

3. Video analysis stack

The video tooling is concrete and useful today. It already supports practical workflows for local video inspection and downstream structured artifacts.

  • Best evidence that the repo is not just theory
  • Can power future public demos, case studies, or example results
  • Would benefit from curated screenshots and output examples

4. Site publishing readiness

A simple static site is the right next step. The repo did not yet have a clean publish folder convention, so this build creates one and keeps it easy to deploy with clawfirm.

  • website/ for source HTML and assets
  • public/ as publish-ready output
  • Designed to be self-contained and easy to expand

Suggested public narrative for shybot.org

What the site should say now

shybot.org is a home for research, experiments, and tooling around temporal reasoning, video understanding, and structured machine intelligence.

Positioning
Research lab notebook meets prototype studio
Tone
Calm, sharp, technical, exploratory
Best first page
A status overview, a short mission statement, and links into deeper artifacts

What to add next

  • A short manifesto or mission statement
  • Links to selected research reports or essays
  • One concrete demo or case study from video analysis
  • A timeline prediction diagram rendered more richly later

Deployment note

This page is ready to publish as a static site with clawfirm.

Expected publish target

Publish the contents of public/ to the shybot.org domain using the clawfirm CLI and the provided API key.

source: website/index.html publish dir: public/ domain: shybot.org

Generated from the current workspace state, April 2026.