audit-framework

龍魂系统 · AI行为治理框架 · 三层监督 + 三色审计 + DNA全链路追溯 · 25个核心模块 · 13,800+行可运行代码 · 一个人写的

A reproducible audit framework for undeciphered-script corpora: sign-identity resolution, uncertainty preservation, multi-witness comparison, adequacy testing, null-model permutation, power analysis, entropy estimation, positional and affixation analysis, phonological testing, arithmetic controls, & a divergence register. Demonstrated on Linear A.

An open-source framework for auditing AI search visibility. 6 dimensions, cross-border brand focus

Code for the paper: Auditing the Information Quality of News-Related Queries on the Alexa Voice Assistant.

Provenance-first nuclear-data audit toolkit for superheavy nuclei: IAEA/AMDC/ENSDF-style ingestion, decay-chain observability, route-feasibility scoring, Bayesian/Monte Carlo sensitivity, benchmarks, ablation, and falsification logic.

Open-source framework for auditing a design system's maturity and producing a phased improvement plan. 125 criteria across 20 categories. Vendor-neutral. Works with any LLM agent (Claude, Cursor, Copilot).

A complete, production-ready reporting system used by 7BlockLabs for smart contract audits, protocol reviews, and dApp security assessments. Includes the full Problem → Findings → Fixes → Impact methodology, Markdown report templates, finding schemas, severity rubrics, examples, style guides, and publishing instructions.

Whitepaper repository exploring longitudinal AI governance and runtime behavioral accountability systems.

Record Access Audit Framework for Teragrep

A formal governance kernel for analyzing authority, viable exit, repairability, and domination in frame-bearing participants.

40-check design contract verification engine — score any URL, gate your CI, enforce DTCG 2025.10 tokens. MCP server + GitHub Action + stylelint plugin + CLI.

Presentation that I exhibited in the year 2018 about COBIT5.