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Replace C# static calls for time, files, or environment values with existing abstractions that tests can substitute. Update construction and affected tests within a defined scope, while preserving read counts, evaluation order, date-time semantics, and existing static callers.
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Set up a separate Git working directory for a new task or an existing branch, pull request, or commit. Detect and reuse existing isolation, prefer the agent environment's worktree tools, and report the working path and branch.
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Turn an existing .NET project into a reusable dotnet new template while preserving its settings and conventions. Create parameters and conditional content, test generated projects, and prepare the packaging files needed for NuGet distribution.
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Create and revise fixed-layout PDFs such as reports, guides, and printable documents. The skill also covers reading, merging, splitting, cropping, and filling existing PDFs, with rendering checks and visual review before delivery.
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Add end-to-end tests, which check complete usage flows, and API tests for features that already work. Follow the project's existing test setup to extend automated coverage without introducing a separate testing approach.
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Analyze a chosen period of Screenpipe work history to find repeated research tasks, match them with existing skills, and prepare new skill drafts or combinations of existing skills for review.
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Guides migration of existing AI inference workloads to self-hosted GKE, Google’s managed Kubernetes service. Covers requirements, GPU sizing, deployment configuration, model storage, validation, and traffic cutover using gcloud and kubectl.
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Turn existing decision records, product requirements, specifications, and other documents into GSD planning files. Create a new planning setup or add requirements and phases to an existing one, while identifying conflicts and blocking writes when contradictions remain unresolved.
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Apply Carapace styling to existing OpenClaw interfaces through shared CSS, themes, and semantic tokens—named values for visual roles. Reuse existing components and check interaction states, accessibility, and browser screenshots for consistent presentation.
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Create or update Google Slides presentations using an existing deck as a design reference. It extracts colors, typography, and layouts, preserves editable slide elements, and checks rendered slides for visual problems.
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Organize existing code components into business areas to prepare for service separation. Produce domain maps, component assignment tables, and refactoring plans that align namespaces, the naming structure used to organize code, with business responsibilities.
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Research a topic using preserved source material and produce a draft article with citations. Check existing coverage, agree on comparison criteria, and record findings, trade-offs, and unanswered questions, or update an existing research document.
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Maintain clear business definitions and relationships in an existing glossary or CONTEXT.md. Flag unresolved meanings and refer lasting design choices to the existing architecture decision record workflow, keeping terminology separate from decision rationale and task status.
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根据参考视频测得的色彩与剪辑节奏，生成视频并与现有素材、叠加画面和三维道具合成，通过数值核对成片，同时交付可再次编辑的时间线。
按照现有项目的实现方式添加外部API集成功能，统一配置、身份验证、错误处理、注册与测试，使新增集成与项目中已有的连接器保持一致。
将反复交给AI的任务整理为可复用技能，也可测试和改进已有技能。通过比较输出、收集用户意见和查看性能指标，修改技能指令及调用条件。
检查现有网站或应用的界面，改善文字、配色、布局及交互状态。在保留当前技术架构和功能的基础上分阶段调整，并在每次修改后确认功能是否正常。
使用fal.ai托管的AI视频模型编辑现有视频，可改变视觉风格、提高分辨率、移除背景或添加音频，按需要对已有素材进行加工。
将重复使用的工作流程整理为技能，通过测试请求和反馈持续改进。支持创建或修改技能，对比启用前后的结果，并调整说明，使其在合适的请求中被调用。
Start video and animation work by matching the request and project state to an appropriate HyperFrames workflow. It coordinates new productions, edits, captions, previews, validation, and rendering, using HTML files to define the video.
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Create, update, or validate a concise architecture document from a specification, an idea, or existing code. It records shared design rules so separately developed parts follow consistent boundaries, dependencies, state changes, and data ownership.
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Create reusable agent skills or improve existing ones through test prompts and user feedback. Compare output quality, execution time, and token usage against a baseline, then refine instructions and descriptions so the skill is invoked in appropriate situations.
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Create and maintain project documents in conductor/ covering the product, technology stack, development workflow, and work units. Extract context from existing code, check document consistency before implementation, and update documentation as the project evolves.
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Turn existing Azure infrastructure into Terraform code using Azure Verified Modules, reusable infrastructure components. Discover resources, document dependencies, derive import addresses from module source, and check plans for unwanted changes to the live environment.
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