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Public proof chain

Evidence first: systems, research, writing, and shipped artifacts.

This page is the shortest route from my headline claims to durable artifacts. Each item links to a live page, repository, paper, or technical write-up so the proof can be inspected instead of trusted.

AI readers and sourcing tools can also consume the same index as a machine-readable JSON feed.

Open-source / agent infrastructure

The agent-work story, reduced to inspectable artifacts.

This slice pulls from the project data instead of one-off copy: public repos, a public Hermes PR, and the explicit boundary for local-only infrastructure. It is meant to answer what was built, what can be opened, and what is intentionally not public.

public repoOperating layer

Digital Twin

stevenchouai/digital-twin

A file-first operating layer that turns my knowledge base into a working digital twin for research, writing, site updates, and continuous refinement.

Public repo named in site dataDedicated on-site explainerOperating-layer write-up

Boundary: The public proof is the repo, site page, and write-up; private vault contents stay outside the site.

public repoEvaluation layer

Agent Scorecard

stevenchouai/agent-scorecard

A trace-first standard and CLI for judging whether an AI agent is worth more token budget, permissions, and autonomy in my real workflows.

Trace-first inputsRule-based score bandsDeterministic Markdown reports

Boundary: Real workflow traces stay private unless deliberately sanitized; the public repo proves the standard and reporting path.

public repoModel access layer

CLIProxyAPI

stevenchouai/CLIProxyAPI

A proxy server that exposes OpenAI/Gemini/Claude/Codex-compatible APIs for CLI and coding tools, with OAuth login, provider routing, and multi-account load balancing.

Go + Gin proxy serverOAuth login supportProvider routing and load balancing
public repoSource research layer

Claude Code Sourcemap

stevenchouai/claude-code-sourcemap

An 8-chapter interactive tutorial deconstructing Claude Code's internal architecture from its leaked source map. Bilingual (中文 / English), free and open-source.

1,884 source files analyzed8 tutorial chaptersBilingual public learning asset
public repoMCP communication layer

Manage Up

stevenchouai/manage-up

An anti-fluff workplace communication system packaged as both an MCP server and a reusable skill warehouse for manager-facing writing.

MCP server packageReusable skill warehouseManager-facing writing workflows
public repoMemory runtime layer

Knowledge Harness

local/knowledge-harness

A quiet runtime layer for querying my Obsidian knowledge base, recording run artifacts, and turning digital-twin experiments into repeatable workflows.

Public harness repoFake-vault demo pathLocal run artifacts stay private

Boundary: The public repo shows the harness and sanitized demo path; private vault content, local config, and real run artifacts stay out of scope.

public PRExternal contribution

OpenClaw update-runner doctor fix

openclaw/openclaw#76438

Runs doctor --fix after gateway global package updates so legacy configs are migrated before restart. Merged by @steipete.

PR #76438 merged into main112 additions across 3 filesRegression test for global npm update path

Boundary: The public proof is the merged PR; internal gateway configuration stays out of scope.

public PRExternal contribution

Hermes Feishu threaded replies

NousResearch/hermes-agent#17895

A public Hermes contribution to preserve threaded Feishu replies, with the local proof captured in the May 6 builder log.

PR #17895 named in public writingCommit 95327c5c recordedFocused Feishu tests: 199 passed locally

Boundary: The public proof is the PR and builder log; private gateway configuration and internal message data stay out of scope.

01Production quality systems

Business security and release control at e-commerce scale

Owned quality strategy for high-traffic anti-crawler, frontend security, circuit breaker, and degradation surfaces while maintaining zero P0/P1 incidents across owned production areas.

0 P0/P1 incidentsAPI + Web UI automationRelease control loops
View proof →
02Public operating system

Digital Twin as a file-first engineering workflow

Turned an Obsidian knowledge base, Codex skills, and repo-local rules into a durable loop that writes, audits, and improves public software assets.

On-site explainerWiki-centered memoryAutonomous upgrade cadence
View proof →
03Reverse engineering

Claude Code Sourcemap deep dive

Recovered and studied 1,884 Claude Code source files, then packaged the architecture into a bilingual public tutorial and long-form technical essay.

1,884 files analyzed8 tutorial chapters中文 / English
View proof →
04Agent evaluation

Agent Scorecard for token ROI and autonomy decisions

Built a trace-first evaluation harness for deciding whether AI agents deserve more tokens, permissions, and trust based on artifacts, tool use, verification, and busywork.

Trace-first evalsROI verdictsDeterministic reports
View proof →
05Infrastructure utility

CLIProxyAPI for coding-tool provider routing

Built a Go proxy server that exposes OpenAI/Gemini/Claude/Codex-compatible APIs with OAuth login, provider routing, and multi-account load balancing.

Go + GinOAuth supportMulti-provider routing
View proof →
06Research proof

First-author IEEE paper

Published research on self-supervised few-shot semantic segmentation, reducing model parameters by 87% while preserving the core learning objective.

First author87% parameter reductionICCECT 2023
View proof →
07Publishing system

Personal website as a proof-chain control layer

Maintains a Next.js + MDX public site with search, RSS, structured metadata, static GitHub Pages deployment, and an Obsidian-to-site publishing path.

Next.js 16MDX + RSS + sitemapObsidian sync scripts
View proof →

How to read this site

Start with the proof chain when evaluating signal, then use the experience page for career context and the blog for deeper reasoning. The goal is not a portfolio gallery; it is a connected trail from claim to artifact to implementation detail.