pydantic / pydantic
Data validation using Python type hints
pydantic / pydantic
microsoft / SkillOpt
SkillOpt is a text-space optimizer that trains reusable natural-language skills for frozen LLM agents through trajectory-driven edits, validation-gated updates, and deployable best_skill.md artifacts.
MaxHu-xuan / artifactproof
Verify that the PowerPoint you are about to deliver is exactly the PPTX that passed QA—locally, offline, and with tamper-evident evidence.
567-labs / instructor
structured outputs for llms
unionai-oss / pandera
A light-weight, flexible, and expressive statistical data testing library
KimGLee / Cambium
Governance standard and reference toolset for LLM-maintained knowledge corpora
Giskard-AI / giskard-oss
🐢 Open-Source Evaluation & Testing library for LLM Agents
apple / coremltools
Core ML tools contain supporting tools for Core ML model conversion, editing, and validation.
python-jsonschema / jsonschema
An implementation of the JSON Schema specification for Python
msgspec / msgspec
A fast serialization and validation library, with builtin support for JSON, MessagePack, YAML, and TOML
pgmpy / pgmpy
Python Toolkit for Causal and Probabilistic Reasoning
sodadata / soda-core
Data Contracts engine for the modern data stack. https://www.soda.io
pallets-eco / wtforms
A flexible forms validation and rendering library for Python.
AdamPlatin123 / dsh-plugin-radar
DSH Plugin Radar — open-source ecosystem radar for DeepSeek Harness plugins: continuous discovery (21k+ candidates), k8s runtime validation (13k+ tests), 15-min snapshots; the catalog is a generated artifact — 开源 DSH 插件生态雷达：持续发现 2.1 万+ 候选、k8s 运行级实测 1.3 万+、15 分钟快照；插件目录为自动生成的产物
JoshData / python-email-validator
A robust email syntax and deliverability validation library for Python.
Zyrexnn / Cybermes
Autonomous Offensive Security, Bug Bounty & Red Teaming Agent Framework powered by Hermes Agent, specialized reasoning skills, and multi-model LLM orchestration.
kort0881 / vpn-vless-configs-russia
Free VLESS/VMESS/Shadowsocks proxy configurations updated daily. VPN keys repository with automated validation and rotation system for Russia
ultralytics / yolov3
PyTorch implementation of YOLOv3, YOLOv3-SPP, and YOLOv3-tiny for real-time object detection with training, validation, inference, and multi-format export.
marshmallow-code / marshmallow
A lightweight library for converting complex objects to and from simple Python datatypes.
TarrySingh / Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials
Synapsa Commons: free, hands-on AI courses that run anywhere (Colab, Kaggle, Binder, Codespaces, Jupyter). EU AI Act conformity evidence, model validation, predictive maintenance, document extraction, retrieval and RAG, AI agents and MCP, a simulated humanoid. Every lesson autograded. From the team building Synapsa.
atopile / atopile
Design circuit boards with code! ✨ Get software-like design reuse 🚀, validation, version control and collaboration in hardware; starting with electronics ⚡️
pyeve / cerberus
Lightweight, extensible data validation library for Python
ormar-orm / ormar
python async orm with fastapi in mind and pydantic validation
marshmallow-code / webargs
A friendly library for parsing HTTP request arguments, with built-in support for popular web frameworks, including Flask, Django, Bottle, Tornado, Pyramid, webapp2, Falcon, and aiohttp.
test-zeus-ai / testzeus-hercules
Hercules is the world’s first open-source testing agent, enabling UI, API, Security, Accessibility, and Visual validations – all without code or maintenance. Automate testing effortlessly and let Hercules handle the heavy lifting! ⚡
python-validators / validators
Python Data Validation for Humans™.
MigoXLab / dingo
Dingo: A Comprehensive AI Data, Model and Application Quality Evaluation Tool
probabl-ai / skore
Track your Data Science. Skore's open-source Python library accelerates ML model development with automated evaluation reports, smart methodological guidance, and comprehensive cross-validation analysis.
Mafifrizi / ARES
ARES - authorized red-team engagement automation with dashboard, campaign scope, module orchestration, OPSEC controls, encrypted vault, and reporting.
Quantco / dataframely
A declarative, 🐻❄️-native data frame validation library.
brazilian-utils / python
Biblioteca de utilitários projetada para validar, gerar e manipular dados de acordo com as particularidades do Brasil 🇧🇷
bahayonghang / academic-writing-skills
AI-powered post-writing toolkit for academic papers — format validation, grammar/style polishing, de-AI editing, reference checking, and reviewer-style paper audits. 5 skills for LaTeX, Typst & PDF. Focused on enhancing existing text quality, not generating from scratch.
nftechie / doomfly
Fly-connectome simulation controlling a live Doom arena, with experimental neural plasticity, spectator UI, and scientific validation reports.
ashleydarosa / CC-Checker-Validator-Generator
Python CLI toolkit for payment QA: generate and validate synthetic Luhn-valid card numbers by brand, BIN, or custom pattern. Supports Visa, Mastercard, Amex, Discover and more, plus BIN/IIN lookup, expiry/CVV checks, bulk validation, masking, and TXT/CSV/JSON export. Offline and cross-platform.
luvrix / fluxmend
Streaming FSM validation + layered repair for LLM outputs with embedded structured components
liuyisen-bin / transformer-sru-lys
Transformer-SRU LiDAR navigation for Unitree G1: Isaac Lab training, MuJoCo validation, and ROS 2 deployment.
xvchujin / umat-skill
Abaqus UMAT Codex skills for constitutive modeling, return mapping, damage, state contracts, tangent auditing, and hierarchical validation.
icesixgod / awesome-astra-blender-characters
An agent skill for Blender character creation and repair, with nine-view references, face and hair workflows, and visual validation.
lordx64 / pentestkit
Autonomous multi-agent pentest framework — plans, exploits, verifies (proof-required), CVSS-scores and writes client-ready reports. 104/104 (100%) on the XBOW validation benchmarks, powered by Kimi K3.
NingyuSUN / bioai-evidence-validator
Evidence validation and policy engine for AI-assisted biological curation
Sega757 / Sovereign-Agent-Swarm
Adaptive Human-Agent Teaming (HAT) & Smart Company (SmC) Infrastructure This repository implements a Human-Model-Free adaptive agent architecture. Instead of relying on rigid, computationally expensive human behavioral models, the system leverages real-time trajectory analysis and the Cross-Entropy
neurwerk / k8s_stack_base
Neurwerk Kubernetes platform charts, release contracts, namespaces, defaults, and validation.
Anas-Khan93 / llmground
Verify LLM-extracted field values actually appear in the source document. Catches hallucinated data that passes schema validation. Zero dependencies.
Hao0321 / ai-short-drama
AI short-drama story architecture, Studio routing, model-aware shot timelines, continuity, validation, and resumable workflows for Codex and Claude Code.
carreypro / ict-trading-model
ICT and SMC market-structure validation skill with deterministic OHLCV scanning
MyZahradamiyas1816 / Seed-Generator
Professional BIP-39 Seed & HD Wallet Toolkit with 12–24 word mnemonics, checksum validation, BIP-44/49/84 derivation, and multi-chain support (BTC, ETH, SOL, LTC, DOGE, ADA, DOT, AVAX, ATOM, XRP, TRX). Features offline CSPRNG, PBKDF2-HMAC-SHA512, AES-256-GCM encryption, wallet recovery, CSV/JSON export, and custom derivation paths.
bydtesla1609 / graph-engineering
AI skill for typed, auditable workflow graphs, conditional routing, evidence-gated evolution, and validation. Includes full source, examples, and tests.
CheshireJCat / blender
DeepSeek Harness plugin for complete Blender 3D modeling, reconstruction, rendering, validation, and export workflows
WalrusQuant / sports-analytic-skills
Multi-sport data science Agent Skills library. Portable judgment for sports modeling — doctrine, validation, leakage control, and honest evaluation.
Stahl-G / wikiskill
A self-evolving skill framework for evaluable agent tasks, with reproducible multi-domain validation experiments.
HeCC928 / shanghai-strategy-lab
```text Interactive A-share strategy research with staged entries, walk-forward validation, trade-level explanations and offline reports. Built with Python, React and FastAPI.
pverhoeven74 / Crypto-Clipper
Crypto Clipper is a cross-platform clipboard monitoring and builder tool for BTC, ETH, SOL, TRX, LTC, and DOGE address detection. Features include regex matching, address validation, activity logs, custom rules, clipboard history, UI customization, and standalone client generation for Windows, Linux, and macOS with embedded settings.
ingramwolfric6 / wan-3-0-api
Wan 3.0 API integration patterns for text-to-video, image-to-video, reference-to-video, media validation, async polling, and provider boundaries.
mikeshu2001 / personal-brain-builder
Local-first agent workflow for building private cross-project memory with explicit consent, validation, and crash-safe history.
eust-w / agentic-embedded-lab
Agent-native embedded systems lab for pluggable simulation, evidence-driven validation, and controlled evolution.
CacheCarti / Crypto-Strategies
A repository of strategies I tested against 7 stage validation on 6 months of data
BillyJr0127 / pc98-ai-localization-handbook
AI-readable PC-98 localization research handbook in Traditional Chinese, with FM/SSG, MIDI and PCM validation workflows and synthetic examples.
christopherowen / dgx-spark-memory-saver
Recover usable memory on DGX Spark with a 64 KiB kernel: an opt-in NVIDIA UVM page-table packing patch, build tools, and measured validation.
pipkinashcroft2 / seedance-2-0-skill-codex
Seedance 2.0 Codex skill with prompt routing, reference roles, continuity, safety, multilingual guidance, validation, and Argolink provider boundaries.
sunzhen222 / convert-keil-to-cmake
AI agent skill that converts Keil MDK/uVision projects to reproducible CMake and GNU Arm builds, with validation and bilingual build guides.