Turn existing product context into a technical design document through guided discussion. Settle system interactions first, then code structure, using diagrams and signatures to make decisions and tradeoffs clear for review.
中文简介正在准备中。当前显示英语简介。
- Turning a ticket or research document into a technical design
- Comparing system architecture options
- Agreeing on code structure before implementation
humanlayer/humanlayer☆ 1.2万2026年10月23日 更新
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.
中文简介正在准备中。当前显示英语简介。
- Revise research questions using user feedback
- Reflect ticket comments in a question document
- Refocus questions on the current implementation
humanlayer/humanlayer☆ 1.2万2026年10月23日 更新
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.
中文简介正在准备中。当前显示英语简介。
- Checking local receipt of payment and subscription events
- Investigating webhook signature failures
- Simulating subscription renewals with Test Clocks
humanlayer/humanlayer☆ 1.2万2026年10月23日 更新
Review an existing design discussion without waiting for feedback. Check unstated assumptions against the codebase, examine implementation patterns, and add missing options or questions while preserving the agreed scope and resolved decisions.
中文简介正在准备中。当前显示英语简介。
- Checking unstated assumptions in a design discussion
- Verifying implementation patterns against existing code
- Finding missing options in design questions
humanlayer/humanlayer☆ 1.2万2026年10月23日 更新
Turn a change request and research findings into a design discussion document. Compare the current and proposed behavior, explain architectural choices with focused visuals, and record decisions and their reasoning as the user provides feedback.
中文简介正在准备中。当前显示英语简介。
- Compare design options before implementation
- Clarify current behavior and the desired outcome
- Discuss architecture using diagrams and code examples
humanlayer/humanlayer☆ 1.2万2026年10月23日 更新
Bring default branch changes into a working branch and examine merge conflicts. It explains both sides of each conflict, recommends a resolution based on task context, and applies changes after the user confirms the approach.
中文简介正在准备中。当前显示英语简介。
- Bring default branch changes into a working branch
- Understand both sides of an existing merge conflict
- Review and approve conflict resolution choices
humanlayer/humanlayer☆ 1.2万2026年10月23日 更新
Work through a plan or design in a focused interview, answering one question at a time. Each question includes a recommended answer, while facts available in the codebase are investigated directly to build shared understanding.
中文简介正在准备中。当前显示英语简介。
- Examine a plan through focused questions
- Resolve design decisions in dependency order
- Discuss recommended answers for each decision
humanlayer/humanlayer☆ 1.2万2026年10月23日 更新
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.
中文简介正在准备中。当前显示英语简介。
- Understanding an unfamiliar codebase
- Documenting processing flows and component relationships
- Locating implementations and existing usage patterns
humanlayer/humanlayer☆ 1.2万2026年10月23日 更新
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.
中文简介正在准备中。当前显示英语简介。
- Testing local API workflows without the UI
- Creating test tasks and uploading supporting text
- Launching sessions and checking their status
humanlayer/humanlayer☆ 1.2万2026年10月23日 更新
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.
中文简介正在准备中。当前显示英语简介。
- Understanding parent and child component relationships
- Checking components' app and package locations
- Comparing different component tree structures
humanlayer/humanlayer☆ 1.2万2026年10月23日 更新
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.
中文简介正在准备中。当前显示英语简介。
- Prepare a package version update for release
- Synchronize version fields across related files
- Verify generated versions before pushing
humanlayer/humanlayer☆ 1.2万2026年10月23日 更新
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.
中文简介正在准备中。当前显示英语简介。
- Adding HTTP synchronization to a Yjs collaborative editor
- Sharing participant presence alongside document updates
- Controlling connections and monitoring synchronization status
humanlayer/humanlayer☆ 1.2万2026年10月23日 更新
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.
中文简介正在准备中。当前显示英语简介。
- Automate form entry and button clicks
- Extract text from web pages
- Save page screenshots and PDFs
humanlayer/humanlayer☆ 1.2万2026年10月23日 更新
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.
中文简介正在准备中。当前显示英语简介。
- 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
humanlayer/humanlayer☆ 1.2万2026年10月23日 更新
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.
中文简介正在准备中。当前显示英语简介。
- Checking pull request status in one report
- Reading unresolved review conversations
- Investigating failed CI jobs and steps
humanlayer/humanlayer☆ 1.2万2026年10月23日 更新
Move an ongoing task to a new HumanLayer session on another machine. The skill saves and pushes changes, writes handoff notes, prepares the destination, transfers selected secret files, and checks that the remote session starts.
中文简介正在准备中。当前显示英语简介。
- Move ongoing development to a sandbox
- Continue a task on a cloud VM
- Hand off work to a machine reachable through SSH
humanlayer/humanlayer☆ 1.2万2026年10月23日 更新
Create or update a pull request for the current task with a concise explanation of its purpose and implementation structure. Review the diff and relevant context, highlight important considerations, and publish the description using GitHub CLI.
中文简介正在准备中。当前显示英语简介。
- Rewrite a pull request description for reviewers
- Create a pull request for current branch work
- Explain changed code structure with compact diagrams
humanlayer/humanlayer☆ 1.2万2026年10月23日 更新
Review the changes made during a session and organize them into focused Git commits. The skill groups related files, writes messages explaining why changes were made, and stages specific files while excluding unrelated material.
中文简介正在准备中。当前显示英语简介。
- Commit the work completed during a session
- Split several changes into focused commits
- Write commit messages that explain the reasons for changes
humanlayer/humanlayer☆ 1.2万2026年10月23日 更新
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.
中文简介正在准备中。当前显示英语简介。
- Clarifying English instructions for another agent
- Simplifying English tool descriptions and error messages
- Making English easier for non-native readers
humanlayer/humanlayer☆ 1.2万2026年10月23日 更新
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.
中文简介正在准备中。当前显示英语简介。
- Verifying changed Riptide workflows locally
- Preparing and checking a local development stack
- Creating test tasks and sessions through the CLI
humanlayer/humanlayer☆ 1.2万2026年10月23日 更新
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.
中文简介正在准备中。当前显示英语简介。
- Automating form input and page navigation
- Capturing page or element screenshots
- Investigating network requests and console errors
humanlayer/humanlayer☆ 1.2万2026年10月23日 更新
Write and review React components by replacing direct useEffect calls with five purpose-specific patterns. It guides state calculations, data fetching, event handling, and component resets, with useMountEffect for external setup when a component first appears.
中文简介正在准备中。当前显示英语简介。
- Writing new React components
- Refactoring existing useEffect calls
- Reviewing PRs that introduce useEffect
humanlayer/humanlayer☆ 1.2万2026年10月23日 更新
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.
中文简介正在准备中。当前显示英语简介。
- Planning visuals for a product demo video
- Reviewing captions, UI actions, and scene transitions
- Redesigning a horizontal video for a portrait layout
humanlayer/humanlayer☆ 1.2万2026年10月23日 更新
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.
中文简介正在准备中。当前显示英语简介。
- Incorporate review feedback into a design discussion
- Revise architecture descriptions using existing code
- Record resolved questions and the reasons behind decisions
humanlayer/humanlayer☆ 1.2万2026年10月23日 更新