AI researcher & open-source builder. M.S. in Intelligent Science & Technology at Beijing Institute of Technology (2026 → ). First-author paper at CCF-BigData 2025 on legal judgment prediction with LLMs.
- 🔧 4 npm CLI tools —
npx-ready, zero install - 📦 325 open-source repos — all MIT, all free
- 🏆 Huawei ICT Contest National 1st Prize (+ Global 3rd) · National Scholarship · Rank 1/69, GPA 4.14/5
- 🔬 Legal AI + multimodal safety alignment · 🇸🇬 NUS exchange · IELTS 6.5
# Format messy git history → clean Conventional Commits
npx @liangzhengtao/git-format
# AI writes your commit messages
npx @liangzhengtao/commit-ai
# Score your project's AI-readiness (0-100)
npx @liangzhengtao/vibe-check
# Track your AI agent — costs, tokens, tool calls
npx @liangzhengtao/agent-traceNo clone · No API key · No config · Just run it
| Tool | What it does | Try it |
|---|---|---|
| git-format | Format commits to Conventional Commits | npx @liangzhengtao/git-format |
| ai-commit | AI generates commit messages from git diff | npx @liangzhengtao/commit-ai |
| agent-trace | Track AI agent costs, tokens, tool health | npx @liangzhengtao/agent-trace |
| vibe-check | Audit project AI-readiness (0-100 score) | npx @liangzhengtao/vibe-check |
| Collection | What's inside |
|---|---|
| awesome-ai-rules | 20 production AI coding rules for Cursor, Claude, Kimi Code |
| awesome-mcp-servers | 9 verified MCP server configs |
| awesome-prompts | 285+ tested AI prompts for every task |
awesome-stock-quant-skills — legendary investors' methodologies as runnable AI skills (akshare data, Claude Code ready, 中文/EN/日本語 docs). 16 curated + 29 original skills, incl. 7 Chinese investment masters.
| Master | Skill | One-liner |
|---|---|---|
| Buffett | buffett-value-investing | Moat + 5yr ROE + margin of safety |
| Munger | munger-quality-investing | Great company at fair price, 5-dim quality score |
| Lynch | lynch-garp-investing | PEG<1 tenbagger screen + 6-type tagging |
| Graham | graham-defensive-investing | Defensive 7-criteria gate |
| Dalio | dalio-all-weather | All-weather risk parity + backtest |
| Marks | howard-marks-cycle | 0-100 market cycle thermometer |
| Soros | soros-reflexivity | Reflexivity: price-fundamentals divergence scan |
| Druckenmiller | druckenmiller-macro-flex | Macro dashboard: FX / rates / gold / oil / copper |
| Livermore | livermore-trend-trading | Pivotal-point breakout + pyramid sizing |
| Simons | simons-factor-quant | Multi-factor scorer: momentum / reversal / volatility / volume / MA deviation |
| Klarman | klarman-margin-safety | Deep value: PB/PE percentiles, net cash, 52w drawdown |
| Templeton | templeton-global-contrarian | Max-pessimism scan: 52w low zone + historic valuation lows |
| Fisher | fisher-growth-15 | Growth-stock 15 points: R&D intensity + margin trend + scuttlebutt shortlist |
| Neff | neff-low-pe-total-return | Low P/E vs market median + total-return ratio ≥2 golden standard |
| Bogle | bogle-index-investing | Index thermometer: PE/PB 10y percentile + Bogle expected-return + DCA backtest |
| O'Neil | oneil-canslim | CANSLIM 7-letter checklist: earnings accel + 250d high + RS + market trend |
| Duan Yongping | duan-yongping-business-first | Business model first: 6-dim screen, "dare to be the follower" |
| Zhang Lei | zhang-lei-longterm | Long-term structural value: 4-d growth-quality radar |
| Qiu Guolu | qiu-guolu-simple-rules | Good industry/company/price — "count moons, not stars" |
| Feng Liu | feng-liu-weak-side | Weak-side contrarian: high odds after deep drawdowns |
| Lin Yuan | lin-yuan-monopoly-consumer | Monopoly + addictive consumer: mouth-related necessities |
| Dan Bin | dan-bin-rose-of-time | "Rose of Time": long slope + thick snow + compounding engine, 7-dim great-enterprise score |
| Li Lu | li-lu-value-compounding | Value compounding machine: sustained ROE + ROE trend + low-percentile margin of safety |
Plus the ⚡ hot-theme series: hot-theme-scanner · us-hot-stocks-tracker · concept-stock-mapper · technical-pattern-recognition, and cross-framework tools master-ensemble · framework-backtest.
graph LR
A["🔧 git-format"] -->|Clean Commits| B["📦 PR Ready"]
C["🤖 ai-commit"] -->|AI Messages| B
B --> D["📊 vibe-check"]
D -->|"Score 0-100"| E["✅ AI-Ready"]
E --> F["🔍 agent-trace"]
F --> G["💰 Cost Control"]
📂 Featured Projects (10 of 325)
| Project | Description |
|---|---|
| token-meter | Real-time token & cost meter for AI coding agents |
| paper-grill | Honest paper review — NeurIPS / ICML / ICLR styles |
| awesome-ai-alignment | 12 AI safety & alignment skills |
| awesome-trading-strategies | 6 practical trading strategies for retail investors |
| awesome-stock-quant-skills | Quant research & trading skill collection |
| awesome-research-figures | Publication-quality scientific figures |
| awesome-ai-agents | 12 production-ready AI agent skills |
| awesome-geo | Get recommended by AI search engines (GEO) |
| awesome-portfolio-skills | Build a developer portfolio that stands out |
| build-your-own-x | Build tech from scratch — curated tutorials |
325 repos · All open source · All free
If any of these saved you time, ⭐ the repo you used most.
