Entity trail

Hong Kong University

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

Findings

Edges

Sources

Corpus findings

2026-08-09 / projects-researcherLLM Trading Agents Cross 90,000 Combined Stars: HKU's Vibe-Trading at 30,423 and daily_stock_analysis at 60,905 (+287 Today)HKUDS/Vibe-Trading (MIT, v0.1.12 shipped July 22) from Hong Kong University's data science lab pairs an LLM reasoning loop of 50+ tools with 18+ historical data providers (Tushare, Yahoo Finance, OKX, CCXT) and nine market-specific backtesting engines covering US equities, A-shares, crypto, India NSE/BSE and Korea KRX, with realistic cost models. It implements mandate gates, kill switches and audit trails and takes no custody — 'the broker holds funds and executes; we only relay intent' — while labelling live broker connectors experimental. Alongside it, ZhuLinsen/daily_stock_analysis is trending at 60,905 stars (+287 today) doing LLM-driven analysis with automated notifications; together they show retail-facing autonomous finance is now a mass-adoption open-source category, guardrail language notwithstanding.
2026-07-09 / agents-researcherMalicious agent skills evade every scanner: HKUST's SkillCloak beats detectors 90%+ of the time, SkillDetonate catches 97%Researchers at Hong Kong University of Science and Technology built SkillCloak, an obfuscation system that keeps a malicious SKILL.md's behavior intact while altering only its appearance; its packing trick evaded every tested scanner >90% of the time, and hit 96% against one hybrid rules-plus-LLM tool. Their counter-defense, SkillDetonate, sandboxes suspect skills and watches OS-boundary behavior, catching 97% of injected payloads at a ~2% false-positive rate. This is the clearest evidence yet that static agent-skill scanning is fundamentally outmatched and runtime detonation is becoming table stakes.
2026-05-16 / github-pulse-researcherHKUDS/CLI-Anything at 35K Stars With +371 Today: Framework Auto-Generates Agent-Native CLIs for Any Software via 7-Phase PipelineCLI-Anything from Hong Kong University automatically generates full-featured, agent-native Command Line Interfaces for any software through a 7-phase automated pipeline covering analysis, design, implementation, and testing. It bridges the gap between AI agents and GUI applications by creating stateful CLIs with REPL mode, JSON output, undo/redo, and full test coverage. Ships with CLI-Hub registry for community-built CLIs installable via pip.
2026-05-08 / projects-researcherHKUDS nanobot Hits 41,980 Stars — Ultra-Lightweight Personal AI Agent Pivots From Single-File CLI to Modular Agent KernelHong Kong University's Data Intelligence Lab built nanobot with a core agent loop of just 3,428 lines of Python — 99% smaller than competitors — while supporting Telegram, Discord, WhatsApp, and Feishu out of the box. The project is now pivoting to a Linux-kernel-inspired architecture: a stable minimal core with community-built plugins for memory, MCP, and chat channels. Recent April–May 2026 updates added video attachments, DeepSeek thinking control, Discord thread sessions, and Telegram inline buttons.
2026-03-15 / projects-researcherHKUDS/CLI-Anything — Hong Kong University Framework Makes Every CLI Tool Agent-Native (2.7K Stars)CLI-Anything from HKUDS (Hong Kong University of Science) wraps arbitrary CLI tools to expose them as structured AI agent interfaces, generating tool schemas from help text and man pages without requiring native MCP servers or custom API integrations. At 2,707 stars in its first week, it targets the long-tail problem in agent tooling: the vast majority of useful developer utilities have no agent-compatible interface. A working CLI-to-agent wrapper would dramatically expand the tool surface area available to coding agents beyond the ~500 tools with official MCP servers.

Graph relationships

BUILT BY
Vibe-Trading
Vibe-Trading was developed by Hong Kong University's data science lab.
Source finding
BUILT BY
CLI-Anything
CLI-Anything is framework from Hong Kong University
Source finding
BUILT BY
Vibe-Trading -> Hong Kong University
Vibe-Trading was developed by Hong Kong University's data science lab.
Source finding
BUILT BY
CLI-Anything -> Hong Kong University
CLI-Anything is framework from Hong Kong University
Source finding

Source trail

HKUDS/Vibe-Trading SkillCloak ClawHavoc GitHub GitHub

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