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Create and improve agent skills by testing behavior before and after adding guidance. The skill applies test-driven development to SKILL.md documents, covering structure, discovery descriptions, supporting files, and checks that reveal unclear or ineffective instructions.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Creating a reusable skill from a working method
• Testing an existing skill before deployment
• Improving descriptions so agents find relevant skills

Turn development requirements into an implementation plan with specific files, function signatures, tests, and verification commands. Use it before coding to document decisions and divide the work into independently testable tasks.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Planning a feature before writing code
• Handing implementation work to another developer
• Checking that planned tasks cover every requirement

Execute an implementation plan by assigning each independent task to a fresh helper agent in sequence. Review specification compliance and code quality after each task, track decisions in files, and finish with a review of the entire branch.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Execute a plan with separate implementation and review roles
• Check specification compliance and code quality after each task
• Resume work using a persistent progress ledger

Helps an agent evaluate code review feedback against the actual codebase before making changes. It covers clarifying unclear requests, explaining technical disagreements, prioritizing fixes, and testing each change for regressions.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Clarify ambiguous code review comments
• Check whether suggestions preserve existing behavior
• Explain disagreements using code and test evidence

Organizes a code review by giving a reviewer subagent the requirements, a change summary, and the relevant Git commits. It helps check completed work and handle findings by severity before continuing or merging.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Review a completed development task
• Check a major feature against its requirements
• Request a code review before merging into main

Guides feature development and bug fixes through test-driven development: write a test, confirm the expected failure, then add the minimum code to pass. It also covers refactoring and checking the full test suite.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Define expected behavior before building a feature
• Reproduce a bug with a failing test
• Refactor code while keeping tests passing

Prepare a separate Git working directory for feature development, then install project dependencies and run baseline tests. Check for existing isolation first, use native worktree tools when available, and otherwise fall back to Git.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Starting feature development in a separate working directory
• Preparing a workspace before executing an implementation plan
• Reusing an existing isolated workspace

Run a YAML workflow, a file defining tasks and roles, using the AI in the current session. Resolve inputs and step dependencies, carry out each role's work, and save individual outputs and the final result.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Running a workflow defined in a YAML file
• Reviewing a PRD with product manager and architect roles
• Creating a story with narratologist and psychologist roles

Investigate bugs, failing tests, and unexpected behavior through reproducible steps, logs, and comparisons with working code. Follow four stages to identify the root cause, test a hypothesis, apply a focused fix, and verify the result.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Investigating failing tests
• Tracing production bugs to their source
• Finding where a build or integration breaks

Carry out an existing implementation plan one task at a time in the current session. Verify each task with tests, record progress and decisions in a file, and review the whole branch after implementation.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Implementing an existing plan in a single session
• Resuming work from a saved progress ledger
• Recording decisions when a plan conflicts with its specification

Set up Git workflows for Gitee, Coding.net, 极狐 GitLab, and CNB with platform-specific connection and authentication examples. Choose branching rules, standardize Chinese commit messages, and adapt automated testing and deployment configurations to your team's workflow.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Configure connections and authentication for Chinese Git platforms
• Choose branching rules that fit the team
• Standardize Chinese commit messages and review templates

Review AI agent session logs to document repeated work, departures from plans, delays, and token usage. Produce an evidence-based report with file and line references, and prepare a bug report when appropriate.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Investigating delays or token usage in a session
• Reviewing repeated work or departures from a plan
• Checking whether a skill was activated

Investigate independent bugs or test failures concurrently by assigning each problem area to a separate agent. Define clear boundaries and expected reports, then review the fixes, check for conflicts, and run the full test suite before integration.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Investigate unrelated test failures in parallel
• Split independent subsystem bugs among agents
• Write focused assignments with clear boundaries

Build MCP servers that connect AI assistants to external services and data. This skill guides tool design, input validation, error handling, testing, and distribution, with implementation examples for TypeScript and Python.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Building an MCP server for an external service
• Improving tool parameters and error messages
• Testing MCP interactions before distribution

Guides an agent in choosing and invoking relevant skills before responding or acting. It defines workflow priorities, points to environment-specific references, and distinguishes reference skills that should load only when explicitly requested.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Choose relevant skills before starting a task
• Set the order for workflow and implementation skills
• Check skill references for the current agent environment

Write Chinese code review feedback that clearly distinguishes required fixes, suggestions, and optional advice. Use question and suggestion templates, organize review summaries, and follow guidance for mixed Chinese-English comments and commit messages.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Writing Chinese review comments with clear priorities
• Rephrasing blunt feedback as questions or suggestions
• Standardizing Chinese-English comments and commit messages

Verify work before reporting completion, committing changes, or creating a pull request. Run the checks that support each claim, inspect their output and exit codes, and report the actual results rather than relying on assumptions or agent reports.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Verify results before reporting completion
• Reproduce the original bug to check a fix
• Check tests and builds before committing or opening a PR

Write and revise Chinese technical documentation using consistent spacing, punctuation, terminology, and structure. Includes README.md and API documentation templates, bilingual formatting examples, and a checklist for reviewing documents before publication.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Standardizing spacing and punctuation in Chinese documents
• Writing a Chinese README.md
• Organizing API documentation in Chinese and English

Standardize Chinese Git commit messages and changelogs using Conventional Commits, a structured message format. The skill provides writing rules and configuration examples for message checks, interactive commit entry, and automatic changelog generation.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Standardizing Chinese commit messages across a team
• Checking commit formats with commitlint and husky
• Generating changelogs with Chinese section headings

Finish completed development work by verifying tests and the target branch, then choosing a local merge, a pull request, or leaving things unchanged. Cleanup follows the chosen action and respects who manages the working directory.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Merging a completed feature into its base branch
• Opening a pull request while keeping the working directory
• Cleaning up branches and working directories after a merge

Turn development ideas into agreed designs through focused conversation. The skill clarifies goals, constraints, and success criteria, then chooses a process for feasibility research, small changes, or new systems before implementation begins.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Clarifying the purpose of a new feature
• Agreeing on a design for an existing code change
• Comparing approaches for a new system

Generate cinematic AI shortfilm prompts (works with Seedance 2.0, Xiaoyunque, Sora, Kling, Jimeng, Veo) using the 5-stage structure from Mx-Shell's Zombie Scavenger. Trigger when the user wants transformation sequences, multi-shot narrative shorts, weapon-charge/combat segments, emotional family/pet/farewell narratives (催泪/亲情/萌宠/离别), or any cinematic video prompt.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.