Use when creating or configuring Claude Code agents and their frontmatter.
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Use for everyday coding tasks that involve writing or modifying source code.
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查看安装方法安装前可以查看交给 AI 代理的指令内容。
A minimal coding quality assurance checklist ensuring every code modification follows best practices.
Use this skill for:
Do not use this skill for:
bug-detective, architecture-design, or verification-loopany in TypeScript# ❌ Don't
def process(data=[]): # Mutable default argument
pass
# ✅ Should
def process(data: list | None = None):
data = data or []
# ❌ Don't
except: # Bare except
pass
# ✅ Should
except ValueError as e:
logger.error(f"Processing failed: {e}")
raise
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Use when creating or configuring Claude Code agents and their frontmatter.
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Use only when creating new registrable ML components that require Factory or Registry patterns.
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This skill should be used when the user asks to "debug this", "fix this error", "investigate this bug", "troubleshoot this issue", "find the problem", "something is broken", "this isn't working", "why is this failing", or reports errors/exceptions/bugs. Provides systematic debugging workflow and common error patterns.
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This skill provides reference guidance for citation verification in academic writing. Use when the user asks about "citation verification best practices", "how to verify references", "preventing fake citations", or needs guidance on citation accuracy. This skill supports ml-paper-writing by providing detailed verification principles and common error patterns.
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This skill should be used when the user asks to review a diff or pull request, write review comments, audit code quality, establish review standards, or improve how a team performs code review.
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This skill should be used when the user asks to "create a slash command", "add a command", "write a custom command", "define command arguments", "use command frontmatter", "organize commands", "create command with file references", "interactive command", "use AskUserQuestion in command", or needs guidance on slash command structure, YAML frontmatter fields, dynamic arguments, bash execution in commands, user interaction patterns, or command development best practices for Claude Code.
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