Microsoft

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.

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

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 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

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

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

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

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 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

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

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

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

Bring one selected pull request toward a mergeable state by reviewing feedback, applying changes within scope, and checking tests and CI, the automated build checks. Bounded retries produce a readiness result or a clear blocker without merging.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Apply review feedback to a selected pull request
• Fix failing CI checks after pushing changes
• Resolve merge conflicts between pull requests

Improve APM CLI commands, help text, setup flows, and error messages. The skill checks consistency with familiar developer tools and guides wording so users understand failures and know what action to take next.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Designing command names and flags
• Revising command help text
• Improving installation and first-run flows

Assess one selected GitHub issue from user needs, security, and relevant design or documentation perspectives. Produce an advisory recommendation, a proposed scope brief, and a suggested reply for a human maintainer to consider.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Assess whether an issue is ready for implementation
• Identify design questions that need resolution
• Draft scope and completion criteria

Prepare an APM release by assessing changes since the last tag, choosing a version increment, cleaning the changelog, updating version files, and running CI-equivalent checks before opening a release pull request.

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• Choosing a patch or minor version from merged changes
• Turning unreleased changes into dated release notes
• Updating version files and opening a release pull request

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

Get guidance on using APM, a package manager for AI agents, to install and share reusable instructions, skills, and server configurations. Covers dependencies, package creation, authentication, policy checks, CLI commands, and troubleshooting.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Install and restore AI-agent packages
• Configure MCP and LSP servers
• Create and share APM packages

Review dependency handling, package downloads, credentials, and deployed file cleanup in APM. The skill defines checks for safe paths, centralized credential access, and refusing content when its integrity or signature cannot be verified.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Reviewing dependency resolution and lockfile changes
• Checking package integrity and signature verification
• Inspecting token handling for possible leaks

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

Improve how an open source project introduces itself and guides adoption. Shapes README sections, quickstarts, templates, announcements, and contributor entry points around a clear hook, a runnable example, and an explicit next step.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Improving README introductions and quickstarts
• Reviewing starter project templates
• Drafting release announcements and social posts

Review OpenAPM specification changes through four specialist perspectives covering schemas, registries, dependency resolution, and web architecture. The skill combines findings and mechanical checks into one advisory comment, separating immediate fixes from work deferred to later versions.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Reviewing OpenAPM specification changes
• Checking JSON Schemas and conformance fixtures
• Separating immediate fixes from future version work

Turn a list of documentation pages affected by a code change into a precise editing plan. Identify sections and line ranges, record claims to verify, and flag information that must remain consistent across pages.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Locating documentation sections affected by a code change
• Preparing page-by-page briefs for documentation writers
• Flagging shared information that must match across pages