AgentScope-AI

Save the current code state in a local Git commit before risky changes, then return to that checkpoint if needed. Useful for multi-file refactoring and trying another approach after an unsuccessful edit.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Saving a checkpoint before multi-file refactoring
• Returning to saved code after unsuccessful changes
• Cleaning up temporary commits before pushing a PR branch

Answer business questions about counts, trends, comparisons, or rankings using SQL, a language for querying tables. Validate the results, then present a concise answer, a small table, the executed query, and supporting checks.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Counting records for a defined period
• Checking how a business metric changes over time
• Comparing groups over the same period

Calculate the count, sum, minimum, maximum, and average of supplied numbers or datasets, then present the results in a clear, structured format. Analysis results can also be saved to a file when requested.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Check the count and total of supplied numbers
• Summarize minimum, maximum, and average values
• Get a basic numerical summary of a dataset

Locate function and class definitions, usages, and relevant files with ripgrep, using text patterns and file filters. Search Git history to see when text appeared or disappeared and investigate who changed specific lines.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Finding function or class definitions
• Locating usages of a particular function
• Narrowing searches by file type or path

Turn supplied content into three to five bullet points focused on the main takeaways. Use it when you need a short summary or a condensed version of material you want to understand quickly.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Getting the main points of a long text
• Condensing content into a short summary
• Reviewing key takeaways in bullet points

Apply related edits across several files using a unified diff, a file describing code changes. Check the patch with Git before applying it, and rebuild rejected patches using the current file contents.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Applying one related change across three or more files
• Handling repetitive edits or whitespace-sensitive changes
• Reusing a patch from a PR or git diff

Prepare a first reply to a customer inquiry by classifying the issue, confirming understanding, and requesting missing details. Use existing documentation for answers, acknowledge feature requests, or route cases that need human follow-up.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Preparing the first reply to a customer inquiry
• Requesting details needed to investigate a bug
• Acknowledging a feature request

Use a starter template to learn how an agent skill is organized and outline its intended use, required inputs, steps, and output format. Replace the placeholder body with your own working instructions before relying on it.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Learn the basic layout of an agent skill
• Start drafting a custom skill
• Describe when an agent should select a skill

Build Java applications with cooperating AI agents using AgentScope Java. Guides asynchronous processing, where waiting tasks do not block execution, plus language model connections, external tools, workflow coordination, error handling, and tests.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Building a Java agent connected to a language model
• Coordinating agents in sequential or parallel workflows
• Connecting external tools through MCP

Prepare coding tasks for delegation to an authorized agent’s AI command-line tool. Set up and synchronize the workspace, write precise change requests, then review returned changes and run relevant checks before reporting completion.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Delegating code implementation or bug fixes to an AI CLI
• Writing coding requests with clear acceptance criteria
• Reviewing and testing changes returned by a CLI

Run AI coding command-line tools on behalf of worker agents using their prepared prompts and workspaces. Detect available tools, configure delegation, return results, and apply supported execution controls such as time budgets and permission settings.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Running coding tools for worker agents
• Detecting and selecting available coding CLIs
• Setting Qwen Code permissions and time budgets

Keep Hermes Worker configuration and shared task files synchronized with MinIO, a central storage service. The skill covers immediate downloads, manual result uploads, and which configuration changes take effect on the next message or require a restart.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Apply newly updated agent settings
• Retrieve urgent updates to shared task files
• Upload completed work to MinIO

Configure external APIs and existing MCP tool servers through Higress AI Gateway. The skill covers YAML-based setup, credential updates, Worker access permissions, and connection checks before making tools available to the Workers that need them.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Expose an external API as an MCP tool
• Update credentials for a tool server
• Grant or revoke Worker access to tools

Look up current AgentTeams membership, Worker runtime state, and identity details when the conversation lacks them. The skill uses the agt command-line tool to confirm coordinator identities, team context, and room information without relying on old records.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Confirm a coordinator's Matrix ID
• Check team membership or standalone Worker context
• Look up room IDs for message routing

Transfer files between agents through MinIO, a shared file store. The skill guides uploading materials for Workers, downloading their outputs, and notifying them to sync so that local files reflect shared updates.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Share input files with Workers
• Download outputs uploaded by Workers
• Notify Workers after updating shared files

Switch the Manager Agent's primary language model with a script that checks connectivity before saving configuration. You can also set how much context the model accepts and whether extended thinking is enabled.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Change the Manager's saved primary model
• Correct a model's context window setting
• Disable extended thinking for a model

Identify whether a Matrix chat room is a request source or a task workspace, then create or reuse a project-specific task room. The skill also handles worker invitation details and preserves information about where requests originated.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Identify the purpose of a Matrix room
• Prepare a task room for a new project
• Reuse an existing room for the same project

Manage consumers, credentials, AI providers, and model routing in Higress AI Gateway through its Console API. The skill explains session authentication, access permissions, and how to update existing settings while preserving required version information.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Create consumers and replace their authentication keys
• Route requests to providers by model name
• Grant workers access to AI routes

Clarify responsibilities in a TeamHarness team, including planning, task execution, result acceptance, and runtime administration. Use the role boundaries to identify who owns each action and how participants should handle sensitive information.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Assigning responsibilities across team roles
• Checking ownership of task review and acceptance
• Defining work boundaries for remote members

Call tools on configured MCP servers, which connect agents to external services, through the mcporter CLI. Inspect available tools and their inputs, retrieve API information, and check connections before deciding how to proceed.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Look up a GitHub repository or issue status
• Gather information before assigning work
• Check an API connection after setup

Manage human accounts in AgentTeams by adding users, assigning one of three permission levels, and choosing which agents they can contact. It also covers listing accounts, updating permissions, and removing access.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Add a team member to AgentTeams
• Limit an external collaborator to selected Workers
• Update a user's permissions

Handle standalone administration tasks on a Tuwunel Matrix server, including registering users, creating rooms, managing membership, and uploading files. It also covers sending files to an administrator and identifies mention and room-joining requirements that affect Workers.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Registering users on a Matrix server
• Creating rooms and managing membership
• Uploading files for an administrator

Retrieve shared reference files and send work in progress using local shared paths. The skill also guides missing-file checks and distinguishes manual file transfers from synchronization already handled by task acceptance and submission.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Retrieve shared project reference materials
• Send progress files before task submission
• Investigate missing shared task files

Prepare an existing OpenClaw setup for import as an AgentTeams managed Worker. Analyze tool dependencies, adapt role instructions and scheduled jobs, and build a ZIP package containing the configuration and custom image requirements.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Moving standalone OpenClaw into AgentTeams
• Reviewing required tool dependencies
• Adapting role instructions for a Worker