Complexity Scorer
When to Use This Skill
✅ Use when:
- Routing tasks to different handlers based on complexity
- Recommending resources (models, workers, time estimates)
- Prioritizing work items
- Auto-classifying incoming requests
- Building intelligent dispatchers
❌ Avoid when:
- Simple yes/no classification
- When ML-based classification is more appropriate
- Highly domain-specific scoring that requires expertise
Complete Example: Task Complexity Scorer
#!/bin/bash
# ABOUTME: Complete task complexity scoring system
# ABOUTME: Multi-factor scoring with recommendations
set -e
# ─────────────────────────────────────────────────────────────────
# Configuration
# ─────────────────────────────────────────────────────────────────
# Colors
GREEN='\033[0;32m'
BLUE='\033[0;34m'
YELLOW='\033[1;33m'
CYAN='\033[0;36m'
RED='\033[0;31m'
NC='\033[0m'
# Keyword patterns
OPUS_KEYWORDS="architecture|refactor|design|security|complex|multi-file|algorithm|optimization|strategy|planning|cross-repository|performance|migration"
SONNET_KEYWORDS="implement|feature|bug|fix|code review|documentation|test|update|add|create|build"
HAIKU_KEYWORDS="check|status|simple|quick|template|list|grep|find|search|summary|validation|exists|show|display"
# Repository tiers
*See sub-skills for full details.*
## Resources
- [Regular Expressions in Bash](https://mywiki.wooledge.org/RegularExpression)
- [Pattern Matching](https://www.gnu.org/software/bash/manual/html_node/Pattern-Matching.html)
---
## Version History
- **1.0.0** (2026-01-14): Initial release - extracted from workspace-hub suggest_model.sh
## Sub-Skills
- [1. Keyword-Based Scoring (+1)](1-keyword-based-scoring/SKILL.md)
- [3. Context-Aware Scoring (+1)](3-context-aware-scoring/SKILL.md)
- [5. Confidence Scoring (+1)](5-confidence-scoring/SKILL.md)
- [Best Practices](best-practices/SKILL.md)