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Daily coding

Skill brycewang-stanford/Auto-Empirical-Research-Skills/skills/33-Galaxy-Dawn-claude-scholar/skills/daily-coding

Use for everyday coding tasks that involve writing or modifying source code.From its SKILL.md

Install
npx -y skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill daily-coding

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SKILL.md

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Daily Coding Checklist

A minimal coding quality assurance checklist ensuring every code modification follows best practices.

When to Use

Use this skill for:

  • Implementing new features
  • Adding code or modifying existing code
  • User requests like "write a...", "implement...", "add...", or "modify..."
  • Any coding task that involves Edit or Write tools

When Not to Use

Do not use this skill for:

  • Pure reading or understanding tasks with no modification intent
  • Work already covered by specialized skills such as bug-detective, architecture-design, or tdd-guide
  • Configuration-only changes
  • Documentation-only writing

Core Checklist

Before Starting

  • Read before modify - Must read target file with Read tool before making changes
  • Understand context - Confirm understanding of existing code logic and design intent

During Coding

  • Minimal changes - Only change what's necessary, no over-engineering, no unrelated features
  • Type safety - Add type hints for Python, avoid any in TypeScript
  • Security check - Avoid command injection, XSS, SQL injection vulnerabilities

After Completion

  • Verify execution - Ensure code runs correctly with no syntax errors
  • Clean up - Remove print/console.log debug statements and temporary files
  • Brief summary - Inform user what was changed and the scope of impact

Quick Reference

Common Mistakes to Avoid

# ❌ 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

Security Check Points

  • User input must be validated/escaped
  • Use pathlib for file paths, avoid path traversal
  • Never hardcode sensitive info (API keys, passwords)

What ships with it

Read from the repository

Just SKILL.md. No reference files, no scripts.

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