Computer Science student at Chongqing University
Building local-first tools for AI-agent repositories, MCP safety, and repeatable software delivery.
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I turn fragile development workflows into small tools that are easy to run, review, and ship again. My current work is centered on three areas:
Main hub: aolingge.dev · Projects: aolingge.dev/projects · Blog RSS: blog.aolingge.dev/feed
| Area | What I build |
|---|---|
| AI-agent reliability | CLIs that check repo instructions, secrets, CI, MCP configs, run traces, and release readiness before an agent marks work as done. |
| Local automation | Repeatable scripts and workflow kits for Windows-first development, deployment checks, and safe long-running agent tasks. |
| Practical backend and delivery | Java / Spring Boot practice projects, deployment notes, and portfolio material with clear verification paths. |
| Project | Use it for | First command |
|---|---|---|
| agent-secret-guard | Fast safety scan for AI-agent repos, MCP configs, browser profile paths, and risky GitHub Actions permissions. | npx agent-secret-guard scan . --fail-on high |
| mcp-config-doctor | Diagnose MCP config files before an AI client fails to connect. | npx mcp-config-doctor --config mcp.json |
| agent-reliability-kit | One report for AI-agent repo readiness, README quality, CI, secrets, MCP, n8n, and release risk. | npx agent-reliability-kit scan . |
| repo-release-proof | Check whether release notes prove what changed, how it was verified, and where it was published. | npx github:aolingge/repo-release-proof --path RELEASE.md |
| Project | Why it matters |
|---|---|
| agent-symphony-kit | Local-first task files, preflight checks, gate reports, and workflow contracts for coding agents. |
| agent-run-trace-pack | Redacted, reviewable trace packs for agent and shell runs. |
| open-source-portfolio | A GitHub Pages portfolio template focused on proof, deployment, and service clarity. |
| student-deploy-kit | Beginner-friendly deployment material for Nginx, Spring Boot, frontend apps, Docker, VPS security, and troubleshooting. |
| vps-deploy-doctor | Read-only VPS diagnostics for Nginx, systemd, ports, Docker, firewall, disk, memory, and logs. |
I take a small number of focused launch-readiness audits for public or shareable AI-agent, MCP, GitHub Actions, and local automation repositories.
| Service | Deliverable |
|---|---|
| AI Agent Repo Safety Audit | A 24-hour Markdown risk summary covering agent instructions, MCP args, local credential paths, browser profile exposure, CI permissions, and practical fixes. |
| Fix PR | A scoped pull request that moves risky examples toward safer defaults after an audit. |
| Local automation hardening | A review of repo docs, workflows, and scripts before public release or handoff. |
Send a public repository link by email or GitHub. Do not send production secrets, cookies, private keys, or live credentials.
TypeScript, JavaScript, Node.js, Python, Java, Spring Boot, GitHub Actions, PowerShell.
- Make the first run boring: short commands, clear defaults, and concrete output.
- Keep reports local-first and careful around secrets, browser profiles, and account material.
- Treat documentation as part of the product, not a cleanup step.
- Prefer small, inspectable tools that compose into a stronger workflow.
Clean workflows. Local-first safety. Reusable delivery.
Chongqing City · Chongqing University · open-source notes, tools, and experiments