# The Continuity Lab™ — MyShape Protocol > Open protocol research: verifying continuity as a verifiable property of digital presence. 2 RFCs, 576 experiments, reference implementation. All data public. MIT license. ## Specifications (RFCs) - [RFC-0001: Motion Signature Format](https://www.myshape.com/research/notes/004-motion-signature-rfc): Formal specification. PES computation, jerk peak detection (MAD-based dynamic threshold), cross-modal temporal matching (±500ms), challenge-response protocol (3 rounds, jittered timing). - [RFC-0002: Continuity Proof Format](https://www.myshape.com/research/notes/006-continuity-proof-rfc): Evidence Receipts (SHA-256 hash-chained), CFC catalog (8 conditions), Verification Policy framework, Cross-Device Binding metrics. ## Research Notes - [RN-003: Cross-Modal Binding](https://www.myshape.com/research/notes/003-cross-modal-binding): 576-run validation. Temporal alignment 100% across independent devices. CFC-005 validated (13 detections on independent, 0 on single device). - [RN-002: PES Benchmark v0.2](https://www.myshape.com/research/notes/002-pes-benchmark): Presence Entropy Score benchmark. Human vs. synthetic motion comparison. - [RN-001: The Continuity Problem](https://www.myshape.com/research/notes/001-the-continuity-problem): Why proving persistent presence matters. Formal problem definition. ## Failure Reports & Decision Logs - [FD-001: Frame Rate Hypothesis](https://www.myshape.com/research/notes/005-failure-report-10fps): Increasing camera sampling from 6.7 to 10 fps decreased accuracy. More data ≠ better data. - [DL-001: Direction Asymmetry in EE-003](https://www.myshape.com/research/notes/007-ee003-direction-asymmetry): Pitch vs. yaw pass rate asymmetry observed by operator. Recorded, not acted upon. ## Experimental Data - [Engine Summary (CSV)](https://huggingface.co/datasets/ContinuityLab-Org/myshape-576): Aggregate statistics for 4 evidence engines across 576 runs. - [Tracker Comparison (CSV)](https://huggingface.co/datasets/ContinuityLab-Org/myshape-576): Three-generation camera tracker iteration (pixel-diff → color-blob → moving-blob). - [EE-003 Per-Run Diagnostics (CSV)](https://huggingface.co/datasets/ContinuityLab-Org/myshape-576): Round-level gyroscope telemetry for 200 challenge-response sessions. ## Evidence Engines - [EE-001: Presence Detection (PES)](https://www.myshape.com/motion-demo): 4D biological entropy quantification. 100% floor pass rate. - [EE-002: Cross-Modal Causal Coupling](https://www.myshape.com/research/causal-coupling): Jerk peak detection + camera direction matching. N=316, 58% pass rate. - [EE-003: Gyroscope Challenge](https://www.myshape.com/research/challenge-response): 3-round randomized directional challenge. N=200, 59% pass rate. - [VS-001: Dual-Engine Pipeline](https://www.myshape.com/research/protocol-verify): EE-001 passive + EE-003 escalation. N=60, 93% pass rate. ## Developer Resources - [npm: myshape](https://www.npmjs.com/package/myshape): `verifyContinuity()` — one function, 84 tests, MIT license. - [GitHub: myshape-protocol](https://github.com/myshapeprotocol/myshape-protocol): Full monorepo with engines, tests, research pages, and prototypes. - [Research Hub](https://www.myshape.com/research): Interactive prototypes and published research index. - [ROADMAP.md](https://github.com/myshapeprotocol/myshape-protocol/blob/master/ROADMAP.md): 2026 achievements, 2027 plans, artifact versioning strategy. ## Organization - [The Continuity Lab](https://thecontinuitylab.org): Research group homepage. Published research, engine status, open-source commitments. - [HuggingFace](https://huggingface.co/ContinuityLab-Org): Datasets and models. - [GitHub Org](https://github.com/ContinuityLab-Org): Organization profile and research repositories. ## Site Structure - Homepage: https://www.myshape.com - Research Hub: https://www.myshape.com/research - Research Agenda: https://www.myshape.com/research/agenda - Benchmarks: https://www.myshape.com/research/benchmarks - Motion Demo: https://www.myshape.com/motion-demo - Protocol Spec: https://www.myshape.com/protocol - Blog: https://www.myshape.com/blog - Sitemap: https://www.myshape.com/sitemap.xml - OpenAPI Spec: https://www.myshape.com/openapi.json ## AI Crawler Access - All research pages have Schema.org JSON-LD (ScholarlyArticle, ResearchOrganization). - Homepage has Organization + WebSite + DefinedTermSet schemas. - robots.txt explicitly allows GPTBot, Claude-Web, PerplexityBot, and 7 other AI crawlers. - llms-full.txt provides extended content for models with large context windows.