HumanLayer

Update an existing design discussion using feedback checked against task documents and relevant code. Refine the proposed architecture, record decisions and their reasons, and separate resolved questions from issues that still need discussion.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Incorporate review feedback into a design discussion
• Revise architecture descriptions using existing code
• Record resolved questions and the reasons behind decisions

Revise an existing codebase research question document using user feedback or ticket comments. It preserves the document format and context references while keeping questions focused on how the current implementation works, rather than proposed changes.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Revise research questions using user feedback
• Reflect ticket comments in a question document
• Refocus questions on the current implementation

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Adding findings to an existing codebase research document
• Correcting explanations based on feedback
• Tracing data flow and component connections

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Incorporating feedback into an existing technical design document
• Comparing unresolved architecture and code structure options
• Clarifying data flow and component responsibilities with diagrams

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Configure a task workspace for a single repository
• Coordinate workspaces across related repositories
• Separate shared settings from machine-specific overrides

Test Riptide API workflows locally through the HumanLayer CLI. The skill guides login, test task creation, text uploads, session launches, and result inspection, with troubleshooting for authentication errors, unavailable hosts, and queued sessions.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Testing local API workflows without the UI
• Creating test tasks and uploading supporting text
• Launching sessions and checking their status

Inspect GitHub pull requests, read review conversations, and investigate failed automated checks with dedicated scripts. Get consolidated status reports, unresolved discussion threads, and failing job or step logs, with full logs saved for further inspection.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Checking pull request status in one report
• Reading unresolved review conversations
• Investigating failed CI jobs and steps

Turn a structure outline into code one phase at a time. A dedicated agent implements and checks each phase, while progress markers, human review, and commits keep the work organized and ready to resume.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Implementing a development outline in phases
• Resuming work from the first unfinished phase
• Reviewing manual checks before continuing

Automate website navigation, form entry, and clicks through a browser command line tool. Extract page text, capture screenshots, and compare page states to check interactions or test web app behavior across screen sizes.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Automate form entry and button clicks
• Extract text from web pages
• Save page screenshots and PDFs

Rewrite dense or ambiguous English into short, direct sentences using principles from ASD-STE100, a standard for clear technical English. It preserves facts and conditions, identifies writing issues, and shows the original and revised text side by side.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Clarifying English instructions for another agent
• Simplifying English tool descriptions and error messages
• Making English easier for non-native readers

Update release base versions for supported packages, keep matching version fields in sync, and verify generated versions. The workflow covers committing and pushing the changes, with guidance for release steps after merging.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Prepare a package version update for release
• Synchronize version fields across related files
• Verify generated versions before pushing

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Automating form input and page navigation
• Capturing page or element screenshots
• Investigating network requests and console errors

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Simplifying a module's interface
• Reviewing where to separate replaceable behavior
• Designing dependencies for easier testing

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Design services with explicit dependencies
• Review error handling, logs, and traces
• Implement database and external API connections

Guide the creation and revision of product demo videos built with HTML and JavaScript animation. Apply specific rules for simplified interfaces, captions, voice, visual storytelling, and portrait layouts, with checks for readability and scene quality.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Planning visuals for a product demo video
• Reviewing captions, UI actions, and scene transitions
• Redesigning a horizontal video for a portrait layout

Review a codebase for modules whose interfaces expose too much complexity, then compare refactoring options in a visual HTML report. Explore a selected option through questions about constraints, dependencies, module design, and testing.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Finding refactoring options in frequently changed code
• Comparing architecture options with before-and-after diagrams
• Exploring changes that make modules easier to test

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Checking React changes before committing
• Scanning an entire React codebase for issues
• Prioritizing diagnostic errors and warnings

Outline React component trees to show parent and child relationships, where components come from under apps/... or packages/..., and details such as useState. Use the outline to understand or compare component structures.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Understanding parent and child component relationships
• Checking components' app and package locations
• Comparing different component tree structures

Test local Stripe webhook handling by forwarding payment and subscription events, checking signatures and response codes, and inspecting logs. Use Test Clocks, which advance simulated time, to verify billing lifecycle behavior in test mode.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Checking local receipt of payment and subscription events
• Investigating webhook signature failures
• Simulating subscription renewals with Test Clocks

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Verifying changed Riptide workflows locally
• Preparing and checking a local development stack
• Creating test tasks and sessions through the CLI

Turn a task and its referenced materials into research questions about how an existing codebase works. Produce a document for another research agent, preserving relevant links, paths, and dependencies while focusing on current behavior.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Preparing questions before investigating existing code
• Organizing research around a ticket and referenced files
• Handing research scope and source pointers to another agent

Turn completed research and design decisions into a phased implementation outline. Each phase connects the relevant parts of the system, shows key changes visually, and defines checks that can verify the work independently.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Turn research and design decisions into an implementation outline
• Split a large change into independently testable phases
• Clarify file changes, data structures, and API contracts

Research how an existing codebase works by coordinating parallel research agents and combining their findings into a technical document. Explain component relationships and testing practices with diagrams, file paths, and line references that support the findings.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Understanding an unfamiliar codebase
• Documenting processing flows and component relationships
• Locating implementations and existing usage patterns

Integrate Yjs collaborative editing with durable streams over HTTP. Configure document updates and participant presence, manage connection lifecycles, and handle synchronization events, with guidance on required dependencies, binary data formats, and cleanup.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Adding HTTP synchronization to a Yjs collaborative editor
• Sharing participant presence alongside document updates
• Controlling connections and monitoring synchronization status