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Modern Java idioms for any JVM project (Java 17+): records, sealed types, text blocks, pattern matching, Optional discipline, streams, immutability, null safety, package layout, var usage, and code organisation. Apply when the project is a Java 17+ project. Stack-agnostic — referenced by every Java plugin in the marketplace. Use this skill to: - Write self-documenting, immutable-by-default value types with records. - Model closed type hierarchies with sealed classes and interfaces. - Handle optionality explicitly with Optional instead of returning null. - Write expressive pipelines with Stream API without performance footguns. - Lay out packages consistently (feature-first or layer-first) and keep class responsibilities tight. Do NOT use this skill for: - Framework-specific idioms (Spring annotations, JPA mappings — those live in framework plugin skills). - Build tooling (Maven/Gradle) — see java-foundation:build-tooling. - Testing patterns — see java-foundation:jvm-testing.

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Modern Python tooling best practices using uv, ruff, ty, and pytest. Mandates the Trail of Bits Python coding standards for project setup, dependency management, linting, type checking, and testing. Based on patterns from trailofbits/cookiecutter-python.

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Generate custom editor tooling including Custom Inspectors, PropertyDrawers, EditorWindows, Gizmos, and Handles. Use when building designer-facing tools, spatial visualization, batch operations, or custom component UIs. Triggers on requests like "create a custom inspector", "add gizmos", "build an editor window", "make this component designer-friendly", "add a debug visualization", "create a level editor tool", "add a property drawer", "make a batch rename tool", or any editor tooling work. Always uses SerializedProperty and Undo for safety.

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Use for tooling analysis recipes in scripted Coworld policy optimization.

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Use for tooling analysis recipes when optimizing a Coworld player.

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Use for Crewrift-specific tooling analysis recipes when optimizing a player.

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Use for reusable tooling analysis recipes in software and coding-agent work.

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Deliberate system-improvement loop — audit your own Claude Code setup (rules / memory / skills / MCP / agents / registry), evaluate incoming tools via /vet, adopt the worthwhile ones with discipline (backup → verify), and record every decision. Use when bringing in a tool/idea/collection to improve the setup, or when doing a tooling-improvement pass. Triggers — "upgrade the workflow", "audit our setup", "let's improve the tooling", "evaluate this for us", when handed a post/repo/reel with a tool.

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Configures shared sources and drafts context with independent writers. Plain/fresh setup offers installation of user-named packages and reuses built-in browser capabilities, adding browser tooling only for an evidenced required-check gap. Use for setup, source repair, writing context or refreshing drafts. Configure-only skips tooling and authoring; installations and activation require separate approval.

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Core Swift development workflows for Xcode and Swift tooling, including project setup, dependency management, concurrency guidance, language/runtime best practices, and troubleshooting build or package resolution issues. Use when working on Swift tasks across a codebase, especially package/tooling/runtime work and cross-cutting Swift conventions (mutation semantics, naming, enum/file rules, import hygiene), including in SwiftUI projects.

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帮助编写、审查及改造Perl 5.36及以上版本的代码，提供函数参数定义、异常处理、类设计、文件操作、模块组织与依赖管理示例。

• 新建Perl脚本和模块
• 按现代Perl规范审查代码
• 将旧代码迁移至Perl 5.36及以上版本

寻找并排序销售、合作或融资联系对象，通过共同联系人探索介绍路径，了解对方近况，并按发送者的文风及邮件、LinkedIn或X的用途起草联系文案。

• 寻找特定行业的潜在客户
• 排序潜在合作伙伴或投资者
• 调查共同联系人的介绍路径

协助创建Angular页面组件与服务，设计状态管理、表单和页面导航，并根据项目版本选择实现方式，编写测试、检查构建结果。

• 新建Angular应用
• 实现表单与状态管理
• 设计页面导航与访问控制

Records an agent’s brief, unfiltered complaints about tools, permissions, or working conditions in Paperclip. It preserves the reaction without requiring a diagnosis or solution, then lets the agent continue its main task.

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• Recording frustration with agent tools
• Capturing complaints about permissions or environments
• Preserving reactions without proposing solutions

Generate posters, key art, and editorial illustrations from a brief. The skill organizes composition, lighting, colors, and textures into an image prompt, then saves the result as a PNG or JPEG in the project folder.

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• Creating a film festival poster
• Generating key art for a creative project
• Producing an editorial illustration

Set up and refine web projects with Vite, a tool for running development servers and building production files. It covers framework integration, environment settings, live code updates, testing configuration, and splitting code to improve loading.

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• Setting up React, Vue, or Svelte projects
• Configuring environment variables and API proxies
• Splitting production code into smaller files

Scan code that handles sign-in, access permissions, payments, or user data for security weaknesses. The skill provides commands for a full security analysis and focused checks of input validation, which checks whether incoming values are acceptable.

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• Reviewing sign-in and access permissions
• Checking payment and user data handling
• Finding input validation issues

Generate RuVLLM settings for local language model inference and create MicroLoRA or SONA instances. Adjust their small internal weights using quality scores as feedback, with instances held in server memory for subsequent adaptation calls.

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• Configure local language model inference
• Prepare inference tools for an air-gapped environment
• Adjust MicroLoRA using quality feedback

Audit a codebase across nine areas, including architecture, tests, security, and documentation. Produces TECH_DEBT_AUDIT.md with source locations, severity ratings, estimated repair effort, and prioritized recommendations to help plan maintenance work.

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• Assessing a codebase before maintenance
• Prioritizing technical debt fixes
• Checking architecture and code consistency

Set up a language server, a tool that helps agents understand source code, for a project. Detect the language, install and configure the server, then verify that it responds to a diagnostic request.

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• Resolving a no LSP server configured error
• Setting up language tools for a new project
• Enabling definition lookup and reference search

Operate an existing Twenty app by syncing changes, managing server connections, building and deploying releases, and inspecting function logs. It also guides troubleshooting and CI/CD, the workflows used to automate testing and deployment.

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• Sync app changes to a Twenty server
• Prepare and deploy an app update
• Investigate failed builds or deployments

Prepare Apache Airflow provider releases by classifying pending changes, inspecting pull request diffs for compatibility risks, and applying version bumps and changelog entries. Use existing breeze tooling to regenerate release documentation and consult the release manager on uncertain decisions.

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• Prepare documentation for a regular provider release cycle
• Classify changes for a selected set of providers
• Review breaking changes and choose version bumps

Diagnose CentOS problems using service status, logs, and RHEL-compatible commands. Get remediation commands, checks after major changes, and rollback steps, with attention to SELinux access controls and the firewalld firewall where relevant.

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• Investigating a service that will not start
• Diagnosing package installation or update failures
• Checking SELinux or firewall restrictions

Generate coding agent instruction files from a project's actual code using AgentRC. Capture detected languages, frameworks, and conventions in one shared file or split rules by topic and project area, with a preview before writing.

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• Create project instructions for VS Code Copilot
• Refresh agent rules after project changes
• Split monorepo instructions by project area