validation-framework

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

C++ header-only library for generic data validation.

LLM structural reasoning validation via gamma exposure analysis in options markets. Papers 1 & 2 complete. Digital Finance (Springer) submission in progress.

A complete Salesforce Apex + LWC framework and library suite — SOQL builder, DML wrapper, trigger framework, async orchestration, feature flags, validation, logging, data masking, REST APIs (inbound + outbound), test data factory, LWC components, and CI tooling — in one managed package. BSL 1.1.

Golang validation framework based on static typing and generics

Swift validator library

A simple validation framework to validate domain objects using Java 8 features

Multi-agent AI skill orchestration — 13 skills, 7 lifecycle phases, from idea to post-release. Works with Claude Code, Codex, Gemini CLI, Cursor, Windsurf, OpenCode, and any agent that reads Markdown or speaks MCP.

A simple example to demonstrate the usage of @appgeist/restful-next-api

Architecture-complete green-hydrogen validation repo: safety-gated bench testing, gas verification, carbon/source accounting, BOMs, assembly walkthroughs, Gankyil-A A/B tests, and evidence receipts.

Production-grade prompt generator combining 5 Circles validation + 18 Hacks optimization + optional Council mode (5 advisors, peer review, chairman synthesis). Universal LLM support: ChatGPT, Claude, Gemini, Qwen, DeepSeek. Domain-aware validation with compliance checks. 11 professional examples included. Karpathy Council methodology. MIT license.

Evidence-Driven Project Intelligence and Multi-Methodology Validation System (v3.0) by EMAERX

Falsification-first framework for validating time-order, interaction, and closure structure in time-series data.

Reproducible validation pipeline for pathway-level IPF signatures with rigorous donor leakage control (Phase 0-3 gates, bulk RNA-seq, PATH B)

A proposed framework for validating transcription, in particular for the radiation therapy domain

A scientifically audited research prototype for finite-difference & Feynman-Kac computation of linear parabolic PDEs. Establishes a rigorous, noise-controlled no-go theorem for reference-free error source identifiability. 61+ tests green.

Evidence-based reliability assessment of biological entity matching

A simple example to demonstrate the usage of @appgeist/restful-api