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Study a reference adaptation connecting the shared skillopt_sleep cycle to a custom DeepSeek backend for OpenClaw. It provides prototype wrappers, sample tasks, and a porting checklist for developers building an integration.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Study a prototype DeepSeek backend for OpenClaw
• Identify changes needed for current engine interfaces
• Review sample tasks and environment-specific settings

Review past dsh agent sessions to identify recurring tasks and test proposed skill or memory improvements. This skill guides preview runs, validation on reserved tasks, staged proposals, adoption with backups, and scheduled nightly cycles.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Extract recurring tasks from past agent sessions
• Test proposed skill and memory improvements
• Review staged changes before adopting them

Use past local Codex sessions to propose updates to a selected skill and project memory file. Recurring tasks are replayed, changes are checked on separate validation tasks, and proposals are staged for review before adoption.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Turn recurring Codex requests into skill updates
• Consolidate feedback into skills and project memory
• Compare validation scores before applying changes

Review past Claude Code sessions and turn recurring tasks into proposed updates to skills and project memory. Replay tasks, compare scores on separate validation tasks, and review staged edits before applying them with backups.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Consolidate repeated Claude Code corrections into reusable rules
• Review proposed changes to SKILL.md and CLAUDE.md
• Try the cycle without provider calls using mock

Review past local Cursor sessions, identify recurring tasks, and propose changes to a project skill. Changes are tested on separate validation tasks and staged for review before adoption, with backups of existing files.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Turn recurring Cursor tasks into a reusable skill
• Review proposed edits and validation scores before adoption
• Try the workflow without provider calls using mock

Find missing data in connected sources, inspect table structure, and suggest loading options for analysis. It also helps prepare a connection form for a new source, leaving connection and loading choices to the user.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Find external tables needed for an analysis
• Browse available connected data sources
• Check table columns before choosing data

Guides developers in restricting server file access to approved directories. It covers validated download paths, agent file tools, local data connectors, and sandbox settings to address path traversal, where supplied paths escape their allowed location.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Reviewing file download routes
• Restricting agent file access to a workspace
• Checking local file connectors for cloud deployment

Supports analysis of tables already in the workspace through data inspection, Python calculations, and charts chosen for the question. It also explains how to ask users for clarification and label results with meaningful units and names.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Inspecting table columns, statistics, and sample rows
• Comparing categories or tracking changes over time
• Exploring distributions and relationships

Turn data exploration findings into one Markdown report with embedded charts and tables. Adapt the structure for a short summary, blog post, executive briefing, KPI overview, or detailed analysis while checking supporting data.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Summarize analysis findings for management
• Write a blog post with supporting charts
• Compile a KPI overview with commentary

Guides developers in making agent replies and interface messages follow each user's language settings. It covers language instructions in prompts, frontend translation keys, and adding languages through the application's existing shared modules.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Making agent replies follow the user's language
• Translating backend messages for the interface
• Adding support for another language

Guides developers in handling API failures consistently from backend responses to frontend messages. It covers ordinary and streaming requests, translated error codes, retry and authentication handling, request identifiers, and removing credentials from server logs.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Adding an API endpoint with consistent error responses
• Displaying errors during streaming responses
• Adding error codes and translated messages

Find the development workflow for updating the Playwright dependency or preparing a playwright-cli release. This skill points the agent to a separate guide for each task, providing an entry point for these two maintenance activities.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Updating the Playwright dependency
• Preparing a playwright-cli release
• Finding the guide for a maintenance task

Automate browser tasks such as clicking, filling forms, and switching tabs. Inspect page structure, console messages, and network requests, capture screenshots or videos, and work with Playwright tests to check and investigate web page behavior.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Checking form entry and submission flows
• Investigating console errors and network requests
• Capturing screenshots and videos of browser actions

Review an APM pull request through specialist agent perspectives selected for the changed areas. Findings are combined into one advisory comment with follow-up priorities and a shipping recommendation, leaving the final decision to maintainers and authors.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Reviewing a PR from several specialist perspectives
• Checking authentication changes and test gaps
• Revisiting changes since the previous panel review

Review APM positioning, public documentation, release communication, and breaking-change decisions using GitHub evidence. Check that incompatible changes include changelog entries and migration notes, and resolve disagreements among the project's specialist reviewers.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Reviewing project positioning in public documents
• Checking changelogs and release communication
• Confirming migration guidance for breaking changes

Audit an entire documentation collection against current source code and command output. Check pages for outdated claims, obsolete options, and broken links, apply small corrections, and verify the edits before preparing changes for maintainer review.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Audit all documentation before a release
• Find documentation that no longer matches the code
• Check for broken links after navigation changes

Assess how a pull request affects documentation, classify the required updates, and coordinate writing, technical verification, and editorial review. The result is an advisory comment with proposed changes for affected pages or document structure.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Finding documentation gaps caused by code changes
• Drafting targeted corrections for existing documentation
• Planning new pages or table of contents changes

Post or update one GitHub comment for an APM autopilot run. The skill assembles public or debug content, adds an AI-generated disclaimer, and supports previewing the assembled comment before posting.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Post an autopilot result to an Issue
• Update an existing pull request comment
• Preview a comment before posting

Organize pull request reviews by selecting eligible labeled or explicitly named requests and distributing them to a dedicated worker pool. It records selection decisions and limits concurrent reviews, with two worker sessions by default.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Reviewing a selected list of pull requests
• Processing a labeled review queue with limited concurrency
• Checking code owner conditions before scheduling reviews

Select open or explicitly named issues for triage, an initial assessment and classification, then distribute them to dedicated workers. It filters ineligible items, records selection reasons, and runs two sessions concurrently by default.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Sending a named list of issues for initial assessment
• Sweeping open issues that still need triage advice
• Processing an issue queue with limited concurrent workers

Draft a pull request description that explains the problem, implementation, trade-offs, and testing. It combines source-backed reasoning, validated Mermaid diagrams, and actual validation output into one Markdown file reviewers can assess on its own.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Turning branch changes into a PR description
• Explaining design choices and trade-offs
• Presenting test evidence for behavior changes

Guide authentication changes in APM CLI for GitHub and Azure DevOps. Centralizes credential lookup through AuthResolver and explains token precedence, Azure CLI fallback, Git credential helper retries, and error messages for failed authentication.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Updating token lookup and precedence
• Fixing authentication during Git operations
• Reviewing Azure DevOps fallback behavior

Improve APM command-line messages so users can scan results and understand what to do next. It guides warning summaries, consistent colors and symbols, and shared logging code for progress, errors, and detailed output.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Rewrite warnings with clear next steps
• Group repeated warnings into a final summary
• Standardize progress, success, and error messages

Select open pull requests for initial classification and distribute them to dedicated workers with a concurrency limit. Record why each request is included or excluded, without merging changes, assigning owners, or requesting reviewers.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Classify a mixed list of open pull requests
• Include community pull requests without linked issues
• Limit concurrent triage workers