Otto Brain - self-contained host for local GGUF models, with measured VRAM budgeting and reasoning-budget control

Open scoring methodology and reference implementations for the architecture frameworks measured by prism0x2A.

The measured layer for AI capabilities — search, rank, and install MCP servers & agent skills from your terminal.

Virtualized React list, grid, and masonry layout with auto-measured dynamic height. One package. No itemSize required.

Host-agnostic data-shape profiler: ingest a dataset's rows through IValueCollection.addRow and read back the measured shape as an LLMColumnWithValue[] payload — types, cardinality, temporal/ordinal detection, geographic region and point resolution, cross-

Cabinet simulation — measured-IR convolution (pair with @audio/measure-ir) or classical speaker-sim biquads

Snapshot IR, catalog introspection, diffing, and the measured runtime-type map behind supawatch.

DeepSeek Harness adapter for Pi: V4 Pro + V4 Flash on the anchored-standard surface (first-turn two-tool schema, then Pi tools). Measured on DeepSWE.

Render ScaleQuality's measured quality signals (AI durability, engineering maturity, code maturity, tech radar) as entity cards in Backstage.

Compute the sine of an angle measured in degrees.

Compute the cosine of an angle measured in degrees.

A Registry Reporter that knows how to report core metrics to SignalFx

The component IS the skeleton. Auto-measured at runtime, always in sync, zero maintenance. React & React Native.

Various metrics generators and http framework middlewares that can be used with a self reporting metrics registry to easily instrument metrics for a node app.

Capture web animations in a real browser and hand your coding agent a measured spec — durations, easings, sequencing — to recreate them faithfully.

Standalone local-first governed-marketing CLI: measured KPI digest, blocking truthfulness checks, eval-first campaigns, channel and asset gates, reproducible delegated video builds, SHA-bound Playwright terminal capture, renderer-neutral production eviden

looprun model story: validated local models (Qwen3.5-4B / Qwen3.6-35B-A3B on llama.cpp, measured flags) behind a ModelRuntimePort, plus the cloud validation model (gemini flash-lite thinking-off with the numeric thinkingBudget:0 trap encoded). localModel(

3D golf shot visualizer for measured launch monitor trajectories. Three.js scene with studio and replay modes, volley playback, TrackMan adapter, React wrapper.

No-key MCP server for Material Simulator steel equilibrium, kinetics and measured-data tools.

React Native renderer for mugen — virtualized lists with analytic row heights, measured with pretext-native, never the host layout.