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leihuang23

@leihuang23 source repo

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• 23 skills
• 0 followers
• 4 hours ago last updated

1. ▌
   Trace Bug 2 · leihuang23 bundle

   Diagnose and fix a reproducible defect by starting from the end-user failure, tracing evidence across boundaries, testing competing hypotheses, and adding a regression test. Use for bugs, flaky behavior, and unexplained test failures. Do not use for feature design.
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2. ▌
   Shape Spec 2 · leihuang23 bundle

   Convert a rough feature idea, product request, or behavioral change into an implementable specification with examples, non-goals, invariants, interfaces, risks, and a verification plan. Use before planning or coding when the outcome is ambiguous. Do not use when an approved spec already answers these questions.
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3. ▌
   Trace Bug 3 · leihuang23 bundle

   Diagnose and fix a reproducible defect by starting from the end-user failure, tracing evidence across boundaries, testing competing hypotheses, and adding a regression test. Use for bugs, flaky behavior, and unexplained test failures. Do not use for feature design.
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4. ▌
   Design Language 2 · leihuang23 bundle

   Derive or extend a product design system from real context, producing semantic design tokens, component contracts, states, accessibility rules, and implementation mappings. Use for design-system creation or substantial UI work. Do not use to generate an arbitrary trendy palette.
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5. ▌
   Design Language 3 · leihuang23 bundle

   Derive or extend a product design system from real context, producing semantic design tokens, component contracts, states, accessibility rules, and implementation mappings. Use for design-system creation or substantial UI work. Do not use to generate an arbitrary trendy palette.
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6. ▌
   Rednote Carousel 2 · leihuang23 bundle

   Turn a source-backed narrative into an editable Xiaohongshu (小红书) carousel with deterministic Chinese typography, safe-area and overflow checks, caption, contact sheet, and export manifest. Use for RedNote social cards. Do not use image models to render Chinese text.
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7. ▌
   Prototype Interface 2 · leihuang23 bundle

   Create and verify an interactive UI prototype from a selected visual target or an existing product language. For greenfield work without a target, first generate exactly three different image-based directions and wait for selection. Use for wireframes, prototypes, and UI exploration.
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8. ▌
   Prototype Interface 3 · leihuang23 bundle

   Create and verify an interactive UI prototype from a selected visual target or an existing product language. For greenfield work without a target, first generate exactly three different image-based directions and wait for selection. Use for wireframes, prototypes, and UI exploration.
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9. ▌
   Prototype Interface 4 · leihuang23 bundle

   Create and verify an interactive UI prototype from a selected visual target or an existing product language. For greenfield work without a target, first generate exactly three different image-based directions and wait for selection. Use for wireframes, prototypes, and UI exploration.
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10. ▌
    Map Work · leihuang23 bundle

    Decompose an approved specification into dependency-aware tickets or executable tasks, each delivering a thin vertical outcome with its own proof. Use for implementation planning and ticket tracking. Do not use to invent requirements or replace a missing spec.
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11. ▌
    Trace Bug · leihuang23 bundle

    Diagnose and fix a reproducible defect by starting from the end-user failure, tracing evidence across boundaries, testing competing hypotheses, and adding a regression test. Use for bugs, flaky behavior, and unexplained test failures. Do not use for feature design.
    0
    installs
12. ▌
    Shape Spec · leihuang23 bundle

    Convert a rough feature idea, product request, or behavioral change into an implementable specification with examples, non-goals, invariants, interfaces, risks, and a verification plan. Use before planning or coding when the outcome is ambiguous. Do not use when an approved spec already answers these questions.
    0
    installs
13. ▌
    Review Change · leihuang23 bundle

    Review a code change in repository context for behavioral regressions, correctness, security, privacy, accessibility, operability, and test quality. Use for diffs, pull requests, or pre-commit review. Do not use to summarize code without evaluating it.
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14. ▌
    Evaluate Skill · leihuang23 bundle

    Measure whether an Agent Skill improves outcomes using frozen scenarios, three-arm baselines, repeated cross-harness runs, deterministic checks, blind judging, confidence intervals, and published failures. Use to evaluate or promote a skill. Do not use to manufacture marketing claims from hand-picked examples.
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15. ▌
    Design Language · leihuang23 bundle

    Derive or extend a product design system from real context, producing semantic design tokens, component contracts, states, accessibility rules, and implementation mappings. Use for design-system creation or substantial UI work. Do not use to generate an arbitrary trendy palette.
    0
    installs
16. ▌
    Research Claims · leihuang23 bundle

    Research a topic into a claim ledger with source roles, independence, dates, conflicts, and calibrated confidence. Use when conclusions need current web evidence, including authorized reading from logged-in Chrome pages such as X or Xiaohongshu. Do not use for casual browsing or credential extraction.
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17. ▌
    Architect Change · leihuang23 bundle

    Design a consequential software change across boundaries, data, APIs, deployment, or reliability and record the decision as a lightweight ADR. Use when implementation choices affect long-term structure or migration. Do not use for trivial local edits.
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18. ▌
    Rednote Carousel · leihuang23 bundle

    Turn a source-backed narrative into an editable Xiaohongshu (小红书) carousel with deterministic Chinese typography, safe-area and overflow checks, caption, contact sheet, and export manifest. Use for RedNote social cards. Do not use image models to render Chinese text.
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    installs
19. ▌
    Pixels To Product · leihuang23 bundle

    Turn a product brief, screenshot, Figma reference, or existing interface into a coherent design language and visually verified implementation. Use for substantial UI creation or redesign. Do not use for a tiny CSS correction with an existing exact target.
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20. ▌
    Idea To Production · leihuang23 bundle

    Turn an ambiguous software idea into one verified, review-ready vertical slice by composing specification, architecture, planning, TDD implementation, debugging, and review. Use for end-to-end feature delivery or “build this” requests. Do not use for a narrow bug, review-only request, or research-only task.
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21. ▌
    Prototype Interface · leihuang23 bundle

    Create and verify an interactive UI prototype from a selected visual target or an existing product language. For greenfield work without a target, first generate exactly three different image-based directions and wait for selection. Use for wireframes, prototypes, and UI exploration.
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    installs
22. ▌
    Build Vertical Slice · leihuang23 bundle

    Implement the smallest end-to-end user-visible behavior using test-driven development and real system boundaries, then return reproducible acceptance evidence. Use after a spec identifies a concrete slice. Do not use for planning-only or review-only work.
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23. ▌
    Research To Publication · leihuang23 bundle

    Turn a topic or question into a source-backed publication, optionally an editable Xiaohongshu carousel, by composing claim-led research, synthesis, and deterministic visual production. Use for publishable research or social content. Do not use for a quick factual lookup.
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