Prepare Git worktrees, separate working directories for task branches, using shared settings and local overrides. Copy configured files, run setup commands, and coordinate multiple repositories so implementation can begin in the prepared workspace.
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Work through review comments on an artifact file one at a time. The skill reads the document and feedback, then follows your chosen approach to revise content, investigate issues, reply to comments, or mark them resolved.
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Refine an existing technical design document through focused feedback and one question at a time. Compare design options, resolve decisions, and update diagrams and explanations covering both component interactions and code structure.
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Revise an existing implementation plan using feedback and related project documents. Check file paths and code examples, adjust phases, and clarify success criteria with runnable automated checks and specific manual verification steps where needed.
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Create a Technical Design Document from tickets, research, or other product context through guided questions. It settles system architecture first, then code structure, recording agreed decisions with diagrams, signatures, and sketches in a coherent design document.
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Expand a structure outline into a detailed implementation plan grounded in research, design decisions, and source code. Specify changes, code examples, independently testable phases, runnable checks, and concrete criteria for automated and manual verification.
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Create and review Storybook examples using real production UI components. Separate display components from business logic, add local interaction demos when needed, and apply consistent rules for component composition, demo names, file placement, and navigation groups.
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Convert one oRPC API procedure at a time from async handlers to Effect, a library for organizing asynchronous work and errors. Preserve routes, response formats, and authorization while updating service access, database operations, logging, and router wiring.
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Deepen existing codebase research documents without ongoing user feedback. It investigates gaps, verifies claims against the current implementation, adds file and line references, corrects outdated details, and updates open questions while preserving the document’s format.
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Refine an existing technical design document through focused discussion. Compare design options with diagrams and code sketches, resolve one decision at a time, and update the relevant sections so the document consistently reflects agreed choices.
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Revise an existing codebase research document using feedback and additional investigation. Explain current behavior and component connections with file and line references, integrating findings into a coherent document rather than an edit log.
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Design modules that hide complex behavior behind a small, clear interface. Use shared terms and practical checks to review module responsibilities, dependency handling, and where behavior can be replaced for testing.
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Operate HumanLayer from the command line to launch tasks in separate working directories, start sessions, check task status and pull requests, and manage task files through uploads, copies, moves, or deletion.
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Explain the current topic visually using diagrams, pseudocode, structure trees, or focused HTML artifacts. Choose a compact format that clarifies logic, component relationships, data flow, layout, or proposed changes, with brief supporting text.
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Refine an existing product requirements document through focused discussion. Resolve one product decision at a time, compare options, and update the relevant sections and HTML mockups so the document stays coherent and reflects agreed decisions.
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Create rough HTML mockups for screens or interface components using the Poimandres dark theme. Keep styles and scripts in one file, with realistic labels, annotations, and multiple states to support design discussions.
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Turn an idea, ticket, or pain point into a product requirements document through guided questions. Define the problem, agree on success measures, and refine features and user experiences with mockups where visual decisions need clarification.
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Design, implement, review, and test Effect v4 applications with explicit dependencies and typed errors. Covers external service connections, data decoding, resource cleanup, concurrency, logging, and tests that replace dependencies at meaningful system boundaries.
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Carry out a technical implementation plan in phases using a dedicated implementation agent. Review completed work, run automated checks, report manual verification steps, and coordinate approval and commits before moving to the next phase.
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Prepare Riptide workspace settings by inspecting a project and proposing configuration files. Define Git worktrees, separate working directories for tasks, along with setup commands, copied files, and shared or machine-specific settings, then save approved configurations.
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Revise prose that feels overly polished or impersonal by cutting repeated conclusions and vague phrasing. It preserves the writer’s concrete memories, opinions, asides, and familiar terminology to make blog posts and essays sound more personal.
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Scan React code for security, performance, correctness, and architecture issues, with a health score from 0 to 100. Check changes for regressions, prioritize existing problems, and use rule-specific guidance to fix and validate the code.
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Automate browser tasks from the terminal using the chrome-devtools-mcp CLI. Inspect page elements, click and fill forms, navigate tabs, capture screenshots, and investigate network requests, console messages, performance, and memory through shell commands.
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Verify Riptide changes in a local development stack through browser interactions, the HumanLayer CLI, and database checks. Prepare the environment, exercise specific workflows, and confirm both visible results and stored state.
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