Agent harness for learning difficult things.
Motion films that never cut to the next slide: every beat grows out of the one before, one continuous camera, continuity measured by an oracle. Product launch films and feature demos, made with a coding agent.
Experimental NVIDIA tensor-compute unlock research: guarded TU102 initramfs port, offline tests, and Ampere reproduction notes
SABER enables identity-resolved quantification of multi-animal social behavior
Looksmaxxing for motion graphics. An agent skill that turns AI slop videos into films that look made by a motion designer.
MCP integration health check and measured pitfalls for McDonald's China MCP Server
2080ti TU102 doing the unlock trick
Open-source (AGPL-3.0) PDF takeoff for construction & flooring — the first engine an AI agent drives natively over MCP, not bolted on. Rooms measured on the wall faces, symbol sweeps, materials + quantities with full provenance, built for preconstruction. Runs entirely in your browser.
Fast, accurate & comprehensive text measurement & layout
NSC measures neural architecture capacity directly from network specifications, without data, gradients, or model instantiation. Its additive structure enables exact architecture optimization under resource budgets in seconds on a CPU.
Addon Manager for Lossless Scaling (LSFG): DLSS 5 Neural Rendering, DLSS, XESS and FSR upscalers with motion measured from the frames, one-click installer, addons you install and tune in one window, live GPU and frame-time view. Tested with World of Warcraft: Forever.
DeepSeek-V4.1-Flash-1017 (552B MoE + 196B Engram) on 2x RTX 3090 + 128 GB RAM. Rust + CUDA, T16 quantization. 40+ tok/s measured with expert deferral + FP8 projections.
SVG recreation of the x.ai bot avatar. One shape morphing through 14 states, measured off the reference video frame by frame.
One zero-dependency CLI for every MCP server and agent skill. Token optimization, tool discovery and context compression: 71,929 -> 581 tokens (-99.2%, measured), schemas stay out of context. One config for Claude Code, Codex, Cursor, every agent. 341KB, pure Python. | 零依赖 CLI:管所有 MCP 工具与技能,工具发现省 99.2% token。
A speed test for the terminal with a cockpit dashboard: latency, download, upload, and bufferbloat.
Local, opt-in proxy for coding agents: measures what your agent re-sends, compiles the scaffolding out of the prompt, and enforces nothing until you say so.
A migration benchmark that measures whether production GPU Triton kernels — extracted from vLLM and SGLang inference paths — can be ported to the Huawei Ascend 910B (Atlas A2) via `triton-ascend` without losing correctness or performance.
Reclaim disk space with an AI agent: measure top-down, group findings by risk, and delete only what you approve. Prompts in 7 languages. macOS, Linux, Windows.
Measure and safely cut the token cost of LLM tool and MCP schemas, with equivalence checking and a CI gate.
eGPU setup, driver status, diagnostics, and measured results for Omarchy Linux
Pre-driver SM speed-select unlock for Blackwell GB20x (RTX 5090): feasibility, measurement harness, and port research.
Every motion dataset in one place: 3D previews, measured hours, quality red flags. Human bodies, hands, interaction, animals, objects and robots.
Multi-tier framework for evaluating AI agent skills with quality gates, semantic overlap detection, synthetic evaluation dataset generation, and live agent evaluation that measures how skills affect agent behavior.
CLI / Framework for Agent Skills - create, test, measure and improve skill quality and effectiveness
Measurement harness for proxy providers, browser engines and scraping targets. Every claim carries the run it came from.
AIPerf is a comprehensive benchmarking tool that measures the performance of generative AI models served by your preferred inference solution.
iperf3: A TCP, UDP, and SCTP network bandwidth measurement tool
DeepSeek-V4.1-Flash-1017 on NVIDIA DGX Sparks with TensorFold + EXL3: TP4 (4 Sparks, 93.6 tok/s, 1M context) and TP2 (2 Sparks, 73 tok/s). Launchers, run records, measured numbers. Older vLLM lanes kept.
House-standard QA for Remotion videos in your brand. Every frame is measured and read by the Sage decision model.
A Claude Code skill that designs a brand identity as one system: logo, typography and colour palette built together from one brief, measured, compared as identity cards, and delivered as a brand guidelines kit.
Let coding agents watch videos: index once, then skim, search, zoom, and measure editing style. Runs locally.
Android OBD diagnostics with any ELM327 adapter
dsh-routing-suite — injector + router-standard kit: install the runtime injector first, then the task-aware reasoning-mode router preset (measured P1-P23).
ZMap is a fast single packet network scanner designed for Internet-wide network surveys.
This custom component for Home Assistant will add crucial features to your climate-controlling TRV (Thermostatic Radiator Valves) to save you the work of creating automations to make it smart. It combines a room-temperature sensor, window/door sensors, weather forecasts, or an ambient temperature probe to decide when it should call for heat and automatically calibrate your TRVs to fix the imprecise measurements taken in the radiator's vicinity.
The honest edge layer for Kalshi prediction markets - an agent-native toolkit (CLI, MCP server, Claude skill) that measures whether you actually beat the book instead of claiming it.
Neural-coprocessor *MGPU Bridge* ReShade add-on that runs DLSS Neural Rendering on a second GPU while the first renders the game. Not SLI — neural post-processing is a terminal stage, so it can be executed on another device entirely. Measured on dual RTX 5060 Ti, with the method and the mistakes published.
Claude Code agent skills for game dev in Blender. Turn concept art into rigged, game-ready 3D assets, measured against your references.
turns your codebase into an autoresearch loop — discovers what to measure, instruments the benchmark, then runs tree search with parallel subagents.
Your AI coding agent is only as reliable as the harness around it. Measure that harness in seconds with harness-score.
Measure token savings per AI coding agent, optimize context, and share a live local knowledge graph across 16 CLI clients.
Cut the tokens Claude Code loads at session start. CLI that sets up a small CLAUDE.md with on-demand docs, measures startup tokens, and keeps them small.
dgx-spark-qwen38 is an open-source installer that turns an NVIDIA DGX Spark, or any GB10 machine (ASUS, Dell, HP, Lenovo, MSI, GIGABYTE, Acer), into a private AI server in one command: measured model lanes, OpenAI and Anthropic APIs, and a local cockpit.
Claude Code skill for MiniMax H3 shot breakdown and character performance. Facial expression only renders when the shot has a <d> dialogue tag — measured, 42 dB vs 18 dB.
Sound layer for Claude Opus 5.5 motion videos: real CC0 recordings, timeline-placed mix, measured QA.
ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.
Portable project memory across Claude Code, Codex and OpenCode, plus token accounting measured from harness transcripts. Local file I/O, no API calls, no telemetry.
Secure Boot & Measured Boot for NixOS [maintainers=@blitz @raitobezarius @nikstur]
BullshitBench measures whether AI models challenge nonsensical prompts instead of confidently answering them, created by Peter Gostev.
The official repo of GameHorizon, a unified data and evaluation suite that measures AAA gameplay capabilities at different temporal horizons for diverse model families.
DoH that gives Cloudflare-hosted sites measured preferred IPs (per ISP, from cfhub) and ECH
Measure helps mobile teams monitor and fix crashes, ANRs, bugs, and performance issues. The open source alternative to Firebase Crashlytics.
Scientific measurement library for instruments, experiments, and live-plotting
DSV4.1-Flash-1017 SAGE EXL3 (1.62 bpw) on one DGX Spark with vLLM: DSpark MTP, cold-expert ATS alias, tile-K 16 MoE, memory guard, measured 31-34 tok/s
Team Fortress 2 tuned for Apple Silicon: Wine + DXVK + MoltenVK with measured fixes (smooth 120 Hz mouse, no menu stalls) and a native macOS launcher
Arbitrary-precision unit-aware calculator
Guardrails for Pi that steer instead of interrupt: enforces your project rules on every write, holds only hard-to-undo actions (3 per 1,000 calls, measured on real sessions), catches unverified "done" claims and stuck loops, and trims tool output. Built on pi-typesafe.
Tuning and qualification harness for the NVIDIA CMP 170HX (GA100). Measures, gates and recovers clock/voltage settings, and treats a completed benchmark as evidence of nothing.
Android game-network optimizer: route/DNS measurement, installed-game detection, and tunnelling over WireGuard, AmneziaWG or Xray
DeepSeek Harness (dsh) plugin development knowledge base: the 10-chapter development guide, release playbook, source-verified unfixed upstream issues, and measured ecosystem data — installable as a DSH bundle.