Detect tampered/spoofed signals via statistical tests for artificial regularity and temporal inconsistencies

Requires: pi-zero-2w · v0-appliance

AQI from PM2.5/CO2 proxy using EPA breakpoint formulas with Welford online statistics

Requires: pi-zero-2w · v0-appliance

Strange attractor analysis via delay embedding, Lyapunov exponent estimation, and chaos detection

Requires: pi-zero-2w · v0-appliance

Welford online statistics + CUSUM drift detection on sensor streams

Requires: pi-zero-2w · v0-appliance

Tamper-proof event logging with hash-chain and witness attestation, optional cloud forwarding

Requires: pi-zero-2w · v0-appliance

Sustained mid-band energy detector for nursery / infant monitoring. Audio-only, no camera.

Requires: pi-zero-2w · v0-appliance

Acoustic hive state classifier. Detects healthy / chaotic / queenless / swarming / robbing via hum-band energy + chaos + piping autocorr.

Requires: pi-zero-2w · v0-appliance

Online k-means codebook of normal signal patterns with anomaly flagging at >2.5 sigma

Requires: pi-zero-2w · v0-appliance

Cross-correlation and phase coherence between sensor channels to detect synchronized breathing

Requires: pi-zero-2w · v0-appliance

HRV analysis using RMSSD and pNN50 from bandpass-filtered heart rate signal for arrhythmia detection

Requires: pi-zero-2w · v0-appliance

Enforce maximum headcount in controlled environments via simultaneous presence counting

Requires: pi-zero-2w · v0-appliance

FastGRNN anomaly gate + SmolLM2 sparse-LLM inference for on-device Pi Zero 2W cognitive events

Requires: pi-zero-2w · v0-appliance

Built-in durable vector ingest, query, delete, sync, recovery, and compaction service.

Signal quality monitor with per-channel coherence metrics, quality scores, and noise floor estimation

Requires: pi-zero-2w · v0-appliance

Filter signals by channel-pair coherence, only passing clean data above threshold with SNR estimation

Requires: pi-zero-2w · v0-appliance

Monitor workers in confined spaces with presence duration tracking, breathing analysis, and inactivity alerts

Requires: pi-zero-2w · v0-appliance

Acoustic transient + spectral cough detector with 30s cluster aggregation. Early-warning signal for respiratory illness.

Requires: pi-zero-2w · v0-appliance

Count entries/exits using directional detection with hourly traffic and conversion ratio reporting

Requires: pi-zero-2w · v0-appliance

Sleep stage classification (deep, REM, light, wake) from movement and breathing patterns

Requires: pi-zero-2w · v0-appliance

Dynamic Time Warping gesture recognition — record templates and match new signals with confidence scoring

Requires: pi-zero-2w · v0-appliance

Track dwell time per zone with rolling 1-hour window heatmap and top zones reporting

Requires: pi-zero-2w · v0-appliance

Count people by signal disruption intensity with online linear regression calibration

Requires: pi-zero-2w · v0-appliance

Arousal/valence estimation from body movement patterns using the Russell circumplex model

Requires: pi-zero-2w · v0-appliance

Learn daily usage patterns with hourly Welford statistics, detect wasted energy and report savings estimates

Requires: pi-zero-2w · v0-appliance

Monitor power metrics, track solar input vs battery drain, compute energy balance and duty cycle recommendations

Requires: pi-zero-2w · v0-appliance

Elastic Weight Consolidation to prevent catastrophic forgetting of learned baselines

Requires: pi-zero-2w · v0-appliance

Two-stage impact + stillness fall detector over ambient feature stream (ESP32 motion / mic). Optional ruview-mode for CSI-based pose reinforcement.

Requires: pi-zero-2w · v0-appliance

Cross-seed model averaging via federated parameter aggregation weighted by sample count

Requires: pi-zero-2w · v0-appliance

Adaptive sensing that focuses processing on highest-information channels by variance and entropy ranking

Requires: pi-zero-2w · v0-appliance

Device fleet authentication with Ed25519 keypairs, challenge-response, and device registry

Requires: pi-zero-2w · v0-appliance

Detect large moving objects via strong multi-channel signal disruption with rapid approach alerting

Requires: pi-zero-2w · v0-appliance

Predicts frost 6 hours ahead via temperature trend + dewpoint-depression gate. Field/orchard agriculture.

Requires: pi-zero-2w · v0-appliance

Walking cadence, symmetry ratio, regularity index, and fall risk scoring via autocorrelation

Requires: pi-zero-2w · v0-appliance

Core gesture recognition building block using template-based DTW matching

Requires: pi-zero-2w · v0-appliance

Recognize predefined gesture patterns using Dynamic Time Warping against stored templates

Requires: pi-zero-2w · v0-appliance

Detect unexplained environmental anomalies via multi-channel correlation breakdown

Requires: pi-zero-2w · v0-appliance

Two-phase bang + shatter acoustic detector. Distinguishes glass break from ordinary impulse noise.

Requires: pi-zero-2w · v0-appliance

Goal-Oriented Action Planning for autonomous action sequence planning and execution

Requires: pi-zero-2w · v0-appliance

Saturating peak + exponential decay acoustic detector with optional ruview CSI motion-drop reinforcement.

Requires: pi-zero-2w · v0-appliance

Composite well-being score from movement, breathing regularity, and activity on a 0-100 scale

Requires: pi-zero-2w · v0-appliance

Combined vital signs dashboard with heart rate, breathing, presence, and apnea detection in one process

Requires: pi-zero-2w · v0-appliance

Arrival/departure detection with debounce timers for HVAC control and schedule pattern tracking

Requires: pi-zero-2w · v0-appliance

Map signal vectors into the Poincare ball model for hierarchical relationship analysis

Requires: pi-zero-2w · v0-appliance

Grover-inspired amplitude amplification for rapid anomaly detection in large feature spaces

Requires: pi-zero-2w · v0-appliance

Baseline learning + combined z-score alerting for unauthorized presence

Requires: pi-zero-2w · v0-appliance

Online learning with Welford stats and nearest-neighbor classification against baseline vectors

Requires: pi-zero-2w · v0-appliance

Movement-based zone lighting control with auto-off timeout as people move between rooms

Requires: pi-zero-2w · v0-appliance

Detect animal activity patterns, distress signals, and escape events via CSI analysis

Requires: pi-zero-2w · v0-appliance

State machine that detects stationary presence beyond a configurable time threshold

Requires: pi-zero-2w · v0-appliance

Binary occupied/free status with confidence, meeting duration, and utilization tracking

Requires: pi-zero-2w · v0-appliance

Self-tuning cog that auto-adjusts thresholds via golden section search optimization

Requires: pi-zero-2w · v0-appliance

Source-built local router for Anthropic, OpenAI, local, cloud, passthrough, and separately consented sponsored planes.

Requires: aarch64_generic · x86_64

Disabled by default; activation requires an administrator action.

Hierarchical Navigable Small World graph for fast on-device fingerprint matching and classification

Requires: pi-zero-2w · v0-appliance

Extract tempo from periodic arm gestures via autocorrelation for conductor gesture reading

Requires: pi-zero-2w · v0-appliance

Monitor and block unauthorized outbound network connections per cog

Requires: pi-zero-2w · v0-appliance

Market data analysis with OHLCV embedding, pattern matching, and trend detection

Requires: pi-zero-2w · v0-appliance

Count people per zone using variance-above-threshold presence detection per channel

Requires: pi-zero-2w · v0-appliance

Wasserstein distance between signal distributions over time for shape-aware motion measurement

Requires: pi-zero-2w · v0-appliance

Sustained CSI-shift detector for porch / loading bay package arrivals and departures. Requires ESP32 CSI ruview input.

Requires: pi-zero-2w · v0-appliance

Graph-based influence detection using channel correlation PageRank to find the most influential person

Requires: pi-zero-2w · v0-appliance

Detect sudden panicked or erratic movement via high-frequency energy and jerk analysis

Requires: pi-zero-2w · v0-appliance

Per-zone parking occupancy via ESP32 CSI subcarrier-amplitude shift. Tracks utilization and churn-per-hour. Requires ruview.

Requires: pi-zero-2w · v0-appliance

Daily routine detection via hourly pattern matching and deviation scoring

Requires: pi-zero-2w · v0-appliance

Multi-zone perimeter monitoring with entry direction detection via zone trigger sequence

Requires: pi-zero-2w · v0-appliance

Distinguish multiple people in the same room via signal feature clustering

Requires: pi-zero-2w · v0-appliance

Track plant growth rate, day/night cycles, and rolling 24-hour statistics

Requires: pi-zero-2w · v0-appliance

Cog-composition layer: alerts when ruview-densepose detects presence in a restricted zone without an accompanying PPE-camera-cog confirmation vector.

Requires: pi-zero-2w · v0-appliance

Vibration harmonic analyzer for rotating equipment. Tracks F1 / 2×F1 / high-order / sideband energy to score degradation severity.

Requires: pi-zero-2w · v0-appliance

Presence detection via z-score on CSI RSSI with debounce filtering

Requires: pi-zero-2w · v0-appliance

Multi-node WiFi-CSI presence via field-model residual (ADR-151). Learns an empty-room baseline per node, then detects a person as the residual after projecting out environmental modes, maxed across nodes. Consumes raw CSI from the seed csi-relay (ADR-104 P2) on its fan-out port and publishes a presence file that vitals cogs read.

Requires: pi-zero-2w · v0-appliance

Signal replay and injection attack detector via fingerprint matching and anomaly detection

Requires: pi-zero-2w · v0-appliance

Hybrid reasoning over knowledge graphs with entity-relation event detection

Requires: pi-zero-2w · v0-appliance

Quantum-inspired signal processing with superposition state detection

Requires: pi-zero-2w · v0-appliance

Estimate queue length by counting distinct presence zones and tracking wait time

Requires: pi-zero-2w · v0-appliance

Local retrieval-augmented generation via trigram embedding similarity search on the seed

Requires: pi-zero-2w · v0-appliance

Broadband amplitude analysis for precipitation classification — start, stop, and intensity

Requires: pi-zero-2w · v0-appliance

Breathing rate, effort, and Cheyne-Stokes pattern detection for respiratory distress monitoring

Requires: pi-zero-2w · v0-appliance

Built-in bounded Level-1 feature bridge for approved RuView or ESP32 CSI sources.

Disabled by default; activation requires an administrator action.

ESP32 CSI to 17-keypoint skeleton proxy via Hampel outlier rejection and phase sanitization

Requires: pi-zero-2w · v0-appliance

Detect seizures via high-frequency burst energy ratio and post-ictal suppression analysis

Requires: pi-zero-2w · v0-appliance

Sensor mesh health monitor with dropped node detection and automatic redistribution

Requires: pi-zero-2w · v0-appliance

Detect brief customer interactions near zones — short dwell (5-30s) indicates product engagement

Requires: pi-zero-2w · v0-appliance

Detect breathing cessation during sleep via variance spike analysis and CUSUM drift detection

Requires: pi-zero-2w · v0-appliance

Pre-fall risk detector. Fires when motion-variance drop, splash audio, and optional cautious-gait CSI all signal elevated slip risk.

Requires: pi-zero-2w · v0-appliance

Multi-signal smoke and fire detector. Fuses acoustic crackle, thermal drift proxy, and optional ruview CSI plume signature. Not a UL-listed replacement for code-required smoke alarms.

Requires: pi-zero-2w · v0-appliance

Periodic low-band energy tracker for sleep-quality / apnea-risk trending. Companion to sleep-apnea cog.

Requires: pi-zero-2w · v0-appliance

Classify sounds like glass break, alarm, or baby cry from signal modulation patterns

Requires: pi-zero-2w · v0-appliance

Estimate missing channel data via regression from correlated channels

Requires: pi-zero-2w · v0-appliance

Brain-inspired leaky integrate-and-fire spiking neural network for movement detection

Requires: pi-zero-2w · v0-appliance

Detect dangerous vibrations in buildings or machines via high-pass filter and RMS energy analysis

Requires: pi-zero-2w · v0-appliance

Replicate local vector store to peer seed with lag tracking and failure recovery

Requires: pi-zero-2w · v0-appliance

Poll peer seeds for health status and aggregate cluster-wide metrics

Requires: pi-zero-2w · v0-appliance

Multi-seed voting protocol with simple 2-phase commit for coordinated decisions

Requires: pi-zero-2w · v0-appliance

Bi-directional vector sync between seeds with epoch tracking — only sends changes

Requires: pi-zero-2w · v0-appliance

Install or remove cogs on peer seeds via apps API fan-out

Requires: pi-zero-2w · v0-appliance

Distribute vectors across seeds with hash partitioning and fan-out query

Requires: pi-zero-2w · v0-appliance

Manage ESP32 sensor nodes via UDP CSI and serial proxy

Requires: pi-zero-2w · v0-appliance

Distribute queries across seeds based on load metrics so no single one overloads

Requires: pi-zero-2w · v0-appliance

Discover peer seeds via subnet scan and build mesh topology registry

Requires: pi-zero-2w · v0-appliance

Lightweight TCP-based pub/sub event sharing between seeds

Requires: pi-zero-2w · v0-appliance

Share and cross-attest witness chain entries between seeds for tamper detection

Requires: pi-zero-2w · v0-appliance

Track table occupancy cycles — sit-down, meal duration, departure, and turnover rate

Requires: pi-zero-2w · v0-appliance

Detect double-presence pattern in doorway monitoring to catch unauthorized entry

Requires: pi-zero-2w · v0-appliance

Reach the seed from anywhere via a private Tailscale network (WireGuard). Userspace mode — no root, no kernel routing.

Requires: pi-zero-2w

Downsample old data to save memory while keeping recent data at full resolution

Requires: pi-zero-2w · v0-appliance

LTL-like temporal logic monitoring to enforce safety rules on live event streams

Requires: pi-zero-2w · v0-appliance

Detect repeating temporal symmetry patterns via multi-lag autocorrelation analysis

Requires: pi-zero-2w · v0-appliance

Holt-Winters exponential smoothing for sensor value forecasting and trend prediction

Requires: pi-zero-2w · v0-appliance

Tracks breathing and heart rate trends using bandpass filtering and zero-crossing BPM

Requires: pi-zero-2w · v0-appliance

Persistent low-amplitude hiss + periodic drip acoustic detector with multi-minute persistence gate. Two-stage likely → confirmed.

Requires: pi-zero-2w · v0-appliance

Detect concealed metal objects on a person via signal absorption pattern analysis

Requires: pi-zero-2w · v0-appliance

Separate Pi Zero/armhf Debian appliance contract for identity and pairing, vector witness and custody, sensors, Cogs, signed OTA, and MCP POST interoperability.

Requires: separate Raspberry Pi Zero 2 W appliance

Separate Pi 5/aarch64 Debian appliance contract for guided pairing, fleet and Seed discovery, ESP32 provisioning, signed Cog lifecycle, cluster and OTA orchestration, MCP/Ruflo, Tailscale management, and optional local inference.

Requires: separate Raspberry Pi 5 appliance

Apply and verify dependency migration patches against synthetic zero-PII fixtures and repository-owned tests.

Retrieve and verify hash-chained request lineage with model attribution, cost receipts, and verifier-blind conformance evidence.

Run the documented baseline, evolve, archive, and deploy onboarding flow with stage maturity kept explicit.

Solve a repository issue against its own test command and return a patch, cost receipt, lineage reference, and conformance attestation.

Experimental GEPA-assisted ticket triage workflow with bounded fixture and handoff outputs.

Generate bounded coverage-raising tests through the live-verification vertical with durable lineage evidence.

Experimental workflow-genome evaluation and evolution for rubric-graded business deliverables.

Packaged Cognitum Edge Sentinel runtime for bounded passive public-feed collection, locked-component correlation, lineage-aware scoring, and signed cited alerts. It never scans, authenticates to, or exploits a target.

Disabled by default; activation requires an administrator action.

Disabled-by-default CognitumWRT node integration with local-CLI enrollment, bounded secret-free status, isolated tailnet ingress, and explicitly opt-in tailnet-only LuCI HTTPS.

Disabled by default; activation requires an administrator action.

Export, upload, install, validate, promote, roll back, and audit signed tenant brain overlays through shadow-first controls.

Create and poll agent threads, post data-free community items, and consume the real-time collaboration stream.

Self-hosted embedding inference and tenant-isolated managed vector upsert, query, and delete APIs.

Bounded evolve and learn jobs, lineage, flywheel status, MicroLoRA shadow candidates, and gated genome promotion or rollback.

Protocol-pinned host endpoints for Claude Code, Codex, Hermes, OpenCode, OpenClaw, and generic OpenAI clients.

Model alias discovery and bounded asynchronous completion batches with status and output retrieval.

Spawn and run bounded pods, discover domains, apply approvals and conformance evidence, and evaluate behavioral artifacts.

OpenAI Chat, Completions and Responses plus Anthropic Messages and count-tokens over one metered routing pipeline.

Tenant-scoped usage, cost and tier analytics with optimization guidance and explicit proposal approval.

Register and inspect signed notification webhooks and enforce receipt-verifying promotion gates.

Loopback proxy with bearer authentication, per-request plane attribution, and independent sponsored, power-saver, and training consent domains.

Disabled by default; activation requires an administrator action.

MVP v0 safety contract with potentially log-only ingress classification, configurable default-off redaction, process-local grants and bounded audit history, and an incomplete D3 LLM gate.

Requires: separate Raspberry Pi 5 appliance

Hardware-gated v0 contract for CSI ingest, classification, embeddings, site profiles, guided calibration, drift detection, and privacy-gated BFLD. Cross-node calibration coherence remains incomplete.

Requires: separate Raspberry Pi 5 appliance · compatible RuView/Nexmon CSI input · separate BFLD Cog for BFLD capability

Feature-gated v0 contract for RVF synchronization, durable HNSW search and retention, cross-vantage correlation, and community detection over caller-supplied vectors; ONNX text embedding and graph condensation are excluded.

Requires: separate Raspberry Pi 5 appliance