
delegate-quick-helper
by enufacas
An idea exploring the concept of a “Human-Derived Decision Layer” (HDDL): a way to reason about who is allowed to decide what in automated and AI-assisted systems.
SKILL.md
name: delegate-quick-helper description: Delegate simple, fast tasks to GPT-5-mini Quick-Helper agent. Use when (1) Simple file operations needed (finding files, listing directories, basic grep), (2) Quick validations required (file existence, JSON validation, simple tests), (3) Fast transformations (string manipulation, format conversions), (4) Repetitive tasks (batch operations, loops), (5) Speed matters and task is straightforward. DO NOT use for complex code implementation, user perspective reviews, test writing, or deep analysis - Main Claude handles those. allowed-tools: Bash(~/.claude/agents/quick-helper.sh:*), Read, Glob
Delegate to Quick-Helper Agent (GPT-5-mini)
Quick-Helper is your junior assistant for boring, simple tasks that don't need deep reasoning. This frees Main Claude to focus on complex problem-solving.
Rule of thumb: If the task takes <30 seconds and requires minimal context, delegate to Quick-Helper.
How to Delegate
~/.claude/agents/quick-helper.sh "<clear, concise task description>"
Quick-Helper returns results directly to stdout.
Core Use Cases
File Finding
~/.claude/agents/quick-helper.sh \
"Find all TypeScript files in the src directory and list them"
Simple Validation
~/.claude/agents/quick-helper.sh \
"Check if src/components/new-feature.js exists"
Quick Search
~/.claude/agents/quick-helper.sh \
"Search for all occurrences of 'getStewardColor' function in the codebase"
Format Conversion
~/.claude/agents/quick-helper.sh \
"Convert this comma-separated list to JSON array: foo, bar, baz"
Batch Operations
~/.claude/agents/quick-helper.sh \
"List all .spec.js files in tests/ directory"
Integration Pattern
Typical task flow:
User asks complex question
↓
Main Claude breaks down into subtasks
↓
├─ Complex subtask: Main Claude handles
└─ Simple subtask: Delegate to Quick-Helper
↓
Quick-Helper returns fast result
↓
Main Claude integrates result and continues
Example: "Implement a new color utility function"
- Delegate to Quick-Helper: "List all functions exported from src/utils/color-helpers.js"
- Main Claude: Design new function based on existing patterns
- Main Claude: Implement function
- Test-Writer: Write tests
- Reviewer: Review UX
When NOT to Delegate
Don't delegate if:
- Task needs project context - Quick-Helper doesn't have CLAUDE.md knowledge
- Task is already simple - If you can do it in one tool call, just do it
- Result needs interpretation - You'll analyze anyway, do it yourself
- Security-sensitive - File permissions, credential checks, etc.
Anti-Pattern
# BAD: Task is already simple for Main Claude
~/.claude/agents/quick-helper.sh "Read the contents of file.js"
# GOOD: Use Read tool directly
Performance Optimization
Quick-Helper is fast (gpt-5-mini), so use it liberally for:
- Pre-checks before expensive operations
- Validations during multi-step processes
- Quick lookups that inform next steps
Multiple focused queries are better than one complex query:
# Better approach - multiple focused queries
FILES=$(~/.claude/agents/quick-helper.sh "Find all .test.js files")
VITEST_FILES=$(~/.claude/agents/quick-helper.sh "Which files import vitest: $FILES")
Quick Reference
# Find files
~/.claude/agents/quick-helper.sh "Find all .js files in src/"
# Check existence
~/.claude/agents/quick-helper.sh "Does package.json have 'vitest' dependency?"
# Quick search
~/.claude/agents/quick-helper.sh "Search for 'TODO' comments in src/"
# Validate
~/.claude/agents/quick-helper.sh "Check if all .json files in scenarios/ are valid JSON"
# Count
~/.claude/agents/quick-helper.sh "How many test files are in the project?"
Advanced Patterns
For detailed patterns including pre-flight checks, fast iteration support, batch information gathering, and troubleshooting, see references/patterns.md.
Remember: If you hesitate because a task feels too simple or boring, that's your signal to delegate to Quick-Helper!
Score
Total Score
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SKILL.mdファイルが含まれている
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GitHub Stars 100以上
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