Readme Beautifier

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documents MCP servers extend what AI agents can do inside Claude Code, Cursor, Copilot, Codex, and Windsurf. The Skiln directory indexes 16,000+ such integrations across 22 categories.

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Related documents MCPs and skills

• Ast Grep Rule Crafter by hylarucoder

  Produces a ready-to-run ast-grep YAML rule that searches, lints, or auto-rewrites code via tree-sitter AST patterns, delivered with positive + negative fixtures and an exact validation command. Use for lint rules, codemods, code modernizations, and API migrations with auto-fix. Trigger whenever the user mentions ast-grep, sg scan, sgconfig, tree-sitter patterns, AST matching, structural search-and-replace, or a codemod — and ALSO when they describe the task without naming the tool, e.g. "find...

• Clean Code Reviewer by hylarucoder

  Produces a severity-rated (高/中/低) Clean Code findings report across 7 dimensions (naming, function size/SRP, duplication/DRY, over-engineering/YAGNI, magic numbers, structural clarity, project conventions), each with a location and a behavior-preserving refactor suggestion — never changing functionality. Use whenever the user asks for a code review, quality check, refactor advice, or code-smell / Clean Code analysis, OR points at a file/function/diff and asks if it is well-written, too long, ...

• Create Visual Card by hylarucoder

  Generate a magazine-quality visual card as a single self-contained HTML file (embedded CSS, Swiss-grid + bold-type design system), then screenshot it to a shareable PNG and hand back both files. Use this whenever the user wants content turned into a visually rich card or shareable image — even if they don't say the word "card." Triggers: make/create/generate/design a visual card, info card, knowledge card, quote card, social card, summary/takeaway/cheatsheet card; 信息卡, 知识卡片, 金句卡, 语录卡, 做张卡片, 设...

• Entity Model Auditor by hylarucoder

  Audit and design entity data models into a field-by-field markdown report: a target-vs-current audit table per entity, a classification of every field (table column / config blob / runtime-computed / remove), a grouped migration change list, and design-decision justifications — each field run through five cuts (exist? store or compute? column or config? system or content? what form to store?). Use this whenever the user reasons about what fields an entity should have or where they should liv...

• Geju by hylarucoder

  Produces a bold, high-altitude direction judgment (格局判断): a sharp thesis on the right target model, a kill-list of what to delete / merge / split / reframe, a Conservative-vs-Clean-vs-Staged options table, and a verification path (first proof point + falsifier) that keeps the bold call testable. Use whenever the user wants to think bigger, open the design space, or challenge a conservative / incremental / over-compatible proposal — proactively, even when unnamed. Triggers: 打开格局, 格局太小, 你格局小了, ...

• Goudi by hylarucoder

  Pressure-tests an ambitious proposal and returns a grounded landing judgment (go / shrink / pause / reject / validate-first) with one minimum-viable first move, an explicit cut list, success/failure signals, and a stop rule. Use whenever a discussion has more vision than executable grounding, or the user asks how to land/ship a bold idea, define the smallest first step, scope down, pressure-test feasibility, price risk, or set a stop/rollback rule — even if they never name the skill. Triggers...

• Hai Audit Docs Against Code by hylarucoder

  Audits documentation against the actual code, config, schemas, and API contracts and produces a severity-ranked (P0-P3 + needs-evidence) report of every stale or mismatched claim, each with a doc location, a code/contract reference, the impact, and a minimal suggested fix. Use whenever the user wants to verify README/docs/API docs against the implementation, check whether docs fell behind, or confirm setup steps / env vars / endpoints / examples still match the code after a rename or refactor...

• Hai Visual Report by hylarucoder

  Generates a complete, self-contained multi-section HTML report — header + one-line verdict, Mermaid structure map, decision matrix, risk/proof table, and next-move block — from an idea, requirement, PRD, goal, review, architecture topic, plan, or proposal, and returns the generated file path. Use whenever the user wants content turned into a visual report, visualized page, HTML report, webpage version, dashboard, or slides/PPT-like web artifact — and trigger even on casual phrasings: 可视化一下, 做...

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