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Confidence-huang/README.md

Confidence Huang

Evidence-first systems · Agent Skills · Practical workflow software

I build small, inspectable systems that turn messy work into clear next actions: tools that govern agent capabilities, workflows that validate research and Office artifacts, and software that keeps career-service work inside explicit boundaries.

Start here

If you want to… Start with
Build and validate research or Office artifacts academic-workstation
Write a source-preserving paper in LaTeX or Word academic-paper-workflow
Produce and validate an editable PowerPoint deck academic-ppt-workflow
Govern Skill and plugin lifecycles across Windows and Linux skill-lifecycle-manager
Turn accessible videos into Chinese learning material bilibili-douyin-video-learning
Explore a career-service product from story to service boundary careerpathdesk-websitecareerpathdesk-frontendcareerpathdesk-backend

Public project map

Academic artifact workflows

Project What it does
academic-workstation Shared routing, structural checks, native acceptance, PDF/visual QA, evidence and recovery contracts for research and Office artifacts.
academic-paper-workflow Routes natural-language paper requests to source-preserving LaTeX or Word workflows, with citation, layout and visual-QA gates.
academic-ppt-workflow Routes presentation requests to editable PowerPoint workflows, followed by native round-trip and PDF/visual acceptance.

Their shared shape is:

request → route → build → structural QA → native roundtrip → PDF/visual QA → evidence

Tools and learning workflows

Project What it does
skill-lifecycle-manager Governs Skill and plugin inventory, verification, installation, updates, backups and evidence across Windows and Linux.
bilibili-douyin-video-learning Turns accessible Bilibili and Douyin sources into structured Chinese notes, review material, action lists and Anki material while preserving platform and privacy boundaries.

CareerPathDesk

CareerPathDesk is split into clear public-facing, user-facing and service-facing boundaries:

website  →  frontend  →  backend
介绍与演示    角色工作台     权限、事务与审计证据
Repository Responsibility
careerpathdesk-website Product story and first-party demonstration entry point.
careerpathdesk-frontend Vue 3 / TypeScript role-based workspaces for owners, staff and students.
careerpathdesk-backend Go / PostgreSQL service boundary for authorization, transactions and minimal audit evidence.

Common thread

  • Evidence before claims: a status label should point to a reproducible check.
  • Explicit boundaries: credentials, private data and production actions stay outside public examples.
  • Source ownership: repair the authoritative source, then repeat the relevant validation gates.
  • Human-readable workflows: the shortest useful path should be visible before implementation detail.

Tools and languages

Python · Go · TypeScript · Vue · SQLite · PostgreSQL · LaTeX

This page highlights public repositories only; private work and private acceptance outputs are intentionally not listed here.

Popular repositories Loading

  1. bilibili-douyin-video-learning bilibili-douyin-video-learning Public

    An agent skill for extracting Bilibili and Douyin videos into structured learning notes.

    Python 1

  2. skill-lifecycle-manager skill-lifecycle-manager Public

    Evidence-first Skill lifecycle and governance for Windows and Linux

    Python

  3. careerpathdesk-website careerpathdesk-website Public

    CareerPathDesk 官网、产品叙事与授权演示入口

    CSS

  4. careerpathdesk-frontend careerpathdesk-frontend Public

    CareerPathDesk 的 Vue 3 + TypeScript 三角色前端

    TypeScript

  5. careerpathdesk-backend careerpathdesk-backend Public

    CareerPathDesk 的 Go + PostgreSQL 权限与业务后端

    Go

  6. Confidence-huang Confidence-huang Public

    Confidence Huang's GitHub profile and project map