Open reproduction of TypeSafe Jev: a 150M typed decision engine (noul/choice/score in one non-autoregressive pass, calibrated confidence). 0.697 vs Jev's 0.727, 2.5x better calibrated, 4x faster, free. Trains on a Colab T4 in 30 min.
Self-evolving cognitive decision engine & TypeSafe Jev alternative. Deliberative decision flywheel ('explore first, crystallize later' System 2→1) with 100% option-order invariance. Typed probabilistic API (Choice, Noul, Score) for Open LLMs, Laya (ModernBERT), & commercial Jev with calibrated logprobs and adaptive safety guards.
Core Builds apps for Android TV: an icon pack with banners and wallpapers for Projectivy Launcher, room EQ measured with your remote, a sports ticker, motion wallpapers and streaming diagnostics. Sideload with Downloader.
AI code review with DeepSeek: headless PR review automation that verifies PR descriptions claim-by-claim against real code, checks docs against reality, flags requirement impact, human-in-the-loop + auto review poller + web dashboard
A 4B decision model: calibrated probabilities for yes/no, choice and score questions over long inputs.
Community Core ML runtime, Swift SDK, and iOS/macOS samples for Irodori TTS v4.1 Small MF.
Find and remove AI provenance signals from files you own: hidden Unicode, token watermarks, visible image marks, and C2PA/EXIF/XMP metadata. Zero-dependency Python 3.10+ core; models, GPUs, and system binaries sit behind opt-in adapters.
Small System One decision models (17M–400M) for Yes/No, Choice, Score, and reranking. Training toolkit, Python inference, and ONNX support for Node.js and browsers.
🔍 Stop refreshing LinkedIn. This pipeline scrapes new job listings based on your settings, uses AI agents to summarize each one and score it against your CV, then delivers only the best matches straight to your inbox 📬 — so you're always first to apply 🚀
Android 某6零免费版 DexVMP 恢复工作流,仅限学习研究与授权分析
Open, calibrated System 1 decision models: typed choice / score / yes-no answers with a probability for every option. 400M to 80B; CPU, NVIDIA, Apple Silicon, LM Studio, Ollama and vLLM.
Provider-neutral, user-controlled research workflow core with typed artifacts and deterministic validators
Deterministic GEO audits for AI search: a Python CLI and Claude Code skills that score how well AI engines can read, quote and cite a site.
Unofficial PoC: a BERT-style encoder decision engine behind a typed-decision (noul / choice / score) HTTP API. Not affiliated with TypeSafe.
CVE-2026-87902 - WordPress - WordPress Core - Critical 9.2 - Unauthenticated Local File Inclusion (conditional RCE)
End-to-end spoken language understanding toolkit: a small trainable neural audio codec with RVQ, joint intent-and-slot models over speech features, streaming partial intents, a speech-LLM instruction data pipeline, and turn-level evaluation with reproducible reports. NumPy core with a CPU-only torch extra; synthetic data only, fully offline.
Hillclimbing on verifiable rewards. Use Claude Code and Codex to autonomously search for python programs that optimize a score you define. 🏔️
Reddit OSINT by username. Discover indexed posts, comments, deleted and live content, activity patterns, exposed identifiers, and an overall exposure score.
The gate between an AI agent and real money. Runtime authorization for financial AI agents: structured intent, deterministic policy, human approval, execute-once gateway, tamper-evident receipts. Open core, Apache-2.0.
Local-first multi-agent market research desktop workspace built with Tauri, Next.js, and an embedded TradingAgents-compatible core.
Lighter airdrop tracker — track Lighter points, trading volume and leaderboard rank in the terminal, tick season farming tasks and estimate your airdrop allocation and eligibility. Read-only: public Lighter API, no private keys. Unofficial community tool, not affiliated with Lighter (lighter.xyz).
东方术数的核心算法:以典籍为据,把可推算的部分还原成可检验的算法
Streaming speech recognition toolkit: log-mel features, CTC greedy and prefix-beam decoding, transducer-style frame-synchronous emission, forced alignment, Chinese/English CER-WER metrics, and a chunked streaming pipeline with latency accounting. NumPy core with a CPU-only torch extra; trainable demos on synthetic audio, fully offline.
Research papers by Alexander Vityaz, Corezoid Inc. — actor model, active transaction graphs, ontology of transition
Kage 影 is a Windows host DFIR triage console. Point it at a suspect machine, get everything back in one sealed chain: artefact collection, Sigma-correlated timeline, YARA verdicts, open sockets tied to processes, local accounts, disk root anomalies, logging blind spots, indicator reputation, and a calibrated risk score with the report behind it.
Offline MIDI workstation: transcription, piano roll editing, visualization, analysis, score, film scoring. 离线 MIDI 工作站:转录、编辑、可视化、分析、乐谱、影视配乐。
STEER — AI4R (AI for Research) experiment framework for auto-research and autonomous research. Connect existing research projects and let an agent edit code and train under governance: frozen task, scorer, and evidence.
Eleven free Claude skills that run an X account, with a virality engine behind every idea: posts off 21 hook formulas, threads, replies, profile score, weekly plan, analytics audit and a humanizer. Free, MIT.
🗓️ The hardest life-admin benchmark for agents — lawsuits, escrow shortfalls, apartment hunts, exams. 20 long-horizon tasks × 20–30 stages across 10 domains and 21 services, scored by 1247 atomic checks that read backend state, not prose. Bilingual zh/en. Current 20 tasks are relatively easy.
Official vLLM evaluation for OLMo and NCP-ArchPreview: GSM8K, SciQ, Core88, RULER, and HELMET
Local text-to-speech: 28 voices, 10 languages, voice cloning, SDKs for Python, Swift, Go, Rust and TypeScript
SIA — the Omarchy Brain: a persistent, associative, self-consolidating memory for your Linux desktop. Local embeddings, typed knowledge graph, deterministic cognitive core, outcome learning with an audited judge, mission-control cockpit, MCP for every agent.
A tiny jev-like model that answers Choice, Score and Noul questions in one forward pass and returns calibrated probabilities. MLX or PyTorch, fully offline, System One compatible.
Typed long-term memory for AI agents. One core, an MCP server, and a Hermes plugin.
PromptLedger - version prompt templates, run deterministic comparison snapshots, score candidate responses, and ship diffable experiment reports. Python core plus a Go companion CLI.
Research software for reconstructing 3x3 puzzle-cube solves from 120 fps phone video, with a local workbench, dataset, and models.
Open-source skills and MCP tools that let Claude Code or Codex find, score and apply to jobs, with a local dashboard. By jobfishing (jobfish.ing), formerly JobMatchFlow.
MCP server for TypeSafe Jev: typed classify, score, check, match and screen for any agent, with confidence on every answer
Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.
High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM workflows with 13+ model providers, 8+ vector databases, and agent orchestration, all from your IDE. Includes VS Code extension, TypeScript/Python SDKs, and Docker deployment.
Ajenti Core and stock plugins
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
[Public preview] Externally scored agentic ML research benchmark: 60 tasks, real competition ground truth. Open protocol, operated evaluation.
CoreML-native local decision runtime for AI agents · 18 install profiles · 20-scenario protocol · offline · ~50.93 MB · by Soulite Magic
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Audit a GitHub repository before launch - ten readiness checks scored 0-10: name, description, topics, README, license, demo, installation, contributing guide and issue templates. Free and open source.
Repository for the EinsteinPy core package :rocket:
IRC-style desktop client for MeshCore: chat on several nodes, bots and addons, firmware builder with OTA.