개발 스킬

Plan SDK behavior changes by defining required outcomes, compatibility boundaries, and unsupported cases. Reuse existing implementation paths, assess review feedback, and reconsider designs when repeated fixes introduce complexity beyond the original requirement.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Define the scope of an SDK behavior change
• Assess compatibility with released APIs
• Reconsider a design after repeated review findings

Carry agreed implementation work through a separate Git worktree, an isolated working directory. After checks and review, it prepares one local commit, a clean branch, and a pull request draft for handoff without publishing them.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Starting agreed implementation in a separate worktree
• Preparing a reviewed local branch with one commit
• Taking over an existing pull request while preserving author credit

Assess GitHub issues and pull requests by checking demonstrated user needs, existing alternatives, compatibility, and maintenance costs. Produce an evidence-based maintainer recommendation through code and document inspection, without running tests or examples.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Deciding whether a pull request merits merging
• Checking whether existing features already solve an issue
• Comparing competing fixes for the same problem

Capture a local static HTML page from the terminal using Playwright and Chromium. The supplied commands install the browser, set a 2048 × 1152 viewport, and save screenshots without starting a web server.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Capturing a local static HTML page
• Saving screenshots at a specified viewport size
• Keeping first and second captures as separate files

Set up, debug, and extend PicoClaw using its own commands and configuration structure. Get guidance on model authentication, external tool connections, scheduled tasks, and how conversations are routed and stored.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Setting up models and authentication in PicoClaw
• Configuring and troubleshooting MCP server connections
• Setting up recurring tasks

Read and control sensors, displays, and other peripherals on Sipeed boards through I2C and SPI, two hardware communication interfaces. Find connected devices, prepare shared pins, and troubleshoot wiring, permissions, and communication settings.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Find sensors connected to a board
• Read temperature and humidity sensor data
• Control displays and other peripherals

Use the GitHub command-line tool to inspect issues, pull requests, and automated workflow runs. Check failed steps and logs, retrieve additional details through the API, and extract selected fields into structured results.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Check automated test results for a pull request
• Inspect failed workflow steps and logs
• List issue numbers and titles

Turn repeated workflows into reusable Picoclaw skills, or update and review existing ones. Organize SKILL.md instructions, scripts, reference documents, and output assets, then check the structure and test representative tasks.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Turning a repeated workflow into a reusable skill
• Updating or reviewing an existing SKILL.md
• Organizing scripts, references, and templates

Control interactive command-line programs through tmux by sending keystrokes, reading terminal output, and waiting for prompts. Use separate sessions to operate Python consoles or run multiple coding agents while checking their progress and results.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Operate an interactive Python console
• Run multiple coding agents in parallel
• Wait for prompts and inspect terminal output

Retire a FastGPT workflow node while preserving existing workflows. The skill guides changes to templates, execution handlers, and interface references so the node disappears from creation menus but still loads, runs, and displays a replacement notice.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Retiring a FastGPT workflow node
• Hiding a node from creation menus
• Preserving existing workflows during node retirement

Develop and review FastGPT APIs with consistent input and output checks, TypeScript types, and OpenAPI documentation. It guides the use of Zod schemas, definitions that describe and validate data, alongside permission checks and reusable structures.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Adding a new FastGPT API route
• Changing API inputs or responses
• Reviewing API validation and documentation

Develop and review FastGPT data migration tasks for automatic system upgrades. Define safe reruns, resume points, progress reporting, and failure handling, while checking task order and whether upgrades must block application startup.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Adding a data migration to an automatic upgrade
• Designing batch processing that resumes after interruption
• Reviewing startup blocking and failure policies

Translate selected FastGPT interface text files from Simplified Chinese into every supported target locale. Check product terminology and interface context, preserve JSON structure and placeholders, and validate the translated files for consistency.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Translating a selected interface text file into all supported locales
• Updating several translation files together
• Translating every namespace from completed Chinese source text

Integrate new FastGPT resources, such as AgentSkill or Plugin, with permission management. Choose an integration guide based on resource hierarchy and permission inheritance, locate the relevant code, and review a checklist for missing implementation steps.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Adding permission support to a new FastGPT resource
• Choosing an integration path based on permission inheritance
• Finding code locations for permission definitions and checks

Guides HTTP integration with the agentmemory server for saving and searching knowledge. It explains authentication, request conventions, and endpoint references, including how to connect systems that do not support MCP, the agent tool connection protocol.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Saving and searching knowledge over HTTP
• Connecting a host that does not support MCP
• Checking authentication and response conventions

List Git commits linked to agent work sessions, with branch or repository filters. See each commit’s message, date, linked sessions, and observation counts to review recorded changes alongside their session context.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Review recent commits linked to agent sessions
• Filter linked commits by branch
• Review linked commits for a specific repository

Trace a file, function, or line through Git history to the agent session linked to its commit. It presents recorded commit details, session summaries, and important observations to help explain the change.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Investigating why a particular line changed
• Finding the agent session behind a function change
• Checking a file's latest commit and author

Helps agents choose the right agentmemory tool through MCP, a protocol for connecting agents to tools. It explains tool roles and points to parameter references for saving, retrieving, organizing, and maintaining stored knowledge.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Choosing a tool to save or retrieve knowledge
• Checking tool names and required parameters
• Reviewing available memory management operations

Connect agentmemory to coding agents such as Claude Code and Codex while preserving existing server settings. It guides configuration, host restarts, and checks that memory tools are available and can save and retrieve information.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Connecting agentmemory to a coding agent
• Checking supported agents and connection methods
• Investigating an incorrect configuration path

Create, update, or review agentmemory skills using a shared format. It guides document structure, supporting files, and generated reference data so contributions follow consistent rules and stay aligned with the source code.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Creating a new agentmemory skill
• Restructuring an existing skill
• Reviewing skill contributions for consistency

Explain how agentmemory stores and retrieves coding agents’ memories, including its engine, search methods, memory lifecycle, ports, and web viewer. Useful for understanding the system or planning extensions to its functions.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Understand how agent memories are stored and retrieved
• Plan extensions to agentmemory
• Check memory capture in the web viewer

Clean up local Git branches and remote connections left after pull request reviews. The workflow checks unfinished work, preserves main and the current branch, and requests confirmation before force-deleting branches that have not been merged.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Clean up branches after pull request reviews
• Remove contributor remotes other than origin
• Review unmerged branches before deletion

Submit existing local changes as a pull request by reviewing the diff, running project checks, preparing a branch and commit, and pushing to GitHub. It follows contribution rules and preserves template declarations that require human verification.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Submit current local changes as a pull request
• Prepare a branch and commit following project conventions
• Run project checks before submission

Update a project's changelog using GitHub releases, git history, and code differences. Select changes that matter to users, match the existing format, and write concise entries for the requested release.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Add the latest missing release entry
• Align changelog text with GitHub Releases
• Summarize changes between release tags