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    3. hqhq1025

    hqhq1025

    Diagnose and optimize Agent Skills (SKILL.md) using real session data and research-backed static analysis to ensure they evolve from real work rather than guesswork.

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    At a Glance

    1Tool Listed
    3Products
    7Capabilities
    Discussions
    Beijing, ChinaHeadquarters
    2026Est.
    1Employee
    Focus Areas
    Agent Skill Registries
    Prompt Engineering
    AI Coding Assistants
    Connect
    Latest News
    Skill Optimizer refactored into skill lifecycle toolkit (miner, personalizer, generalizer)May 14, 2026
    Initial release: research-backed skill optimizer for Agent SkillsMar 15, 2026
    Markets
    • AI Developers
    • Agentic Workflow Engineers
    • Open Source AI Community
    • Users of Claude Code, Codex, and Cursor

    AI Tools by hqhq1025

    (1)
    View Skill Optimizer
    Skill Optimizer tool icon

    Skill Optimizer

    Agent Skill Lifecycle Manager

    Agent Skill Reg.Prompt EngineeringAI Coding Asst.

    Discussions

    No discussions yet

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    Latest News

    05/14/2026

    Skill Optimizer refactored into skill lifecycle toolkit (miner, personalizer, generalizer)

    github.com
    03/15/2026

    Initial release: research-backed skill optimizer for Agent Skills

    github.com

    Products & Services

    3
    skill-miner
    2026-05

    Mines repeated work in coding-agent history to produce evidence-backed skill candidates.

    skill-personalizer
    2026-05

    Audits and tunes existing skills for trigger fit, activation quality, and static diagnostics.

    skill-generalizer
    2026-05

    Turns personal skills into portable packages for public release or cross-agent sharing.

    Market Position

    Skill Optimizer positions itself as a research-backed, evidence-first toolkit for Agent Skills, moving beyond the 'brainstorming' phase of skill creation to a structured, diagnostic-driven lifecycle.

    Leadership

    Founders

    HW

    Haoqing Wang (hqhq1025)

    Undergraduate student in the BUPT-QMUL Joint Programme and Research Intern at Microsoft Research Asia (Intelligent Multimedia Group). Project Lead for Open CoDesign and core contributor to OpenCoworkAI.

    Executive Team

    HW

    Haoqing Wang

    Project Lead & Lead Developer

    Research Intern at Microsoft Research Asia; Undergraduate at Beijing University of Posts and Telecommunications.

    Founding Story

    The project was started to address the issue of Agent Skills being built based on guesswork. It advocates for an 'evidence first' approach, scanning active sessions and archives to create skills that are grounded in real usage and optimized through 8-dimension diagnostics.

    Business Model

    Revenue Model

    Open Source (MIT License)

    Pricing Tiers

    Open Source
    $0

    Free to use under the MIT License. Available on GitHub.

    Not Applicable

    Target Markets

    Industries & Segments
    • AI Developers
    • Agentic Workflow Engineers
    • Open Source AI Community
    • Users of Claude Code, Codex, and Cursor
    Use Cases
    • Mining repeated coding-agent workflows
    • Auditing and personalizing AI agent skills
    • Generalizing personal skills for public marketplaces
    • Static analysis of SKILL.md files
    Notable Customers
    • OpenCoworkAI contributors
    • Claude Code users
    • Codex users

    Quick Facts

    Headquarters
    Beijing, China
    Founded
    2026
    Entity Type
    Open Source Project
    Employees
    1
    Total Funding
    $0
    Office Locations
    Beijing

    History & Milestones

    2026-03

    Initial release of the research-backed skill optimizer for Agent Skills.

    2026-05-14

    Refactored into a comprehensive skill lifecycle toolkit including mining, personalizing, and generalizing capabilities.

    Key Capabilities

    7
    8-dimension diagnostic tool
    5-point composite scale scoring
    P0/P1/P2 prioritized fix recommendations
    Session data mining (archives, rollouts, summaries)
    Static quality checks
    Privacy scrubbing (credentials, private paths removal)

    Integrations & Partnerships

    Platform Integrations

    • Claude Code (~/.claude/skills)
    • Codex (~/.codex/skills)
    • Cursor (~/.cursor/skills)
    • OpenCode (~/.opencode/skills)
    • Gemini CLI

    Key Partnerships

    Collaborative relationship with OpenCoworkAI (Open CoDesign, hapi)
    Compatible with major AI agent platforms (Anthropic Claude Code, Microsoft Codex, Cursor)

    Connect

    Website
    hqhq1025.github.io/skill-optimizer/
    GitHub
    hqhq1025

    AI Topics

    3

    hqhq1025 focuses on these topics:

    Agent Skill Registries(1)
    Prompt Engineering(1)
    AI Coding Assistants(1)
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