Agent skill
complexity-scorer-1-keyword-based-scoring
Sub-skill of complexity-scorer: 1. Keyword-Based Scoring (+1).
Install this agent skill to your Project
npx add-skill https://github.com/vamseeachanta/workspace-hub/tree/main/.claude/skills/_core/bash/complexity-scorer/1-keyword-based-scoring
SKILL.md
1. Keyword-Based Scoring (+1)
1. Keyword-Based Scoring
Define keyword categories with weights:
#!/bin/bash
# ABOUTME: Keyword-based complexity scoring
# ABOUTME: Pattern from workspace-hub suggest_model.sh
# Keyword categories with associated complexity impact
# High complexity keywords (score +3)
HIGH_COMPLEXITY="architecture|refactor|design|security|complex|multi-file|algorithm|optimization|strategy|planning|cross-repository|performance|migration|integration"
# Medium complexity keywords (score +1)
MEDIUM_COMPLEXITY="implement|feature|bug|fix|code review|documentation|test|update|add|create|build|configure|setup"
# Low complexity keywords (score -2)
LOW_COMPLEXITY="check|status|simple|quick|template|list|grep|find|search|summary|validation|exists|show|display|count|verify"
# Score based on keywords
score_keywords() {
local text="$1"
local text_lower=$(echo "$text" | tr '[:upper:]' '[:lower:]')
local score=0
# Check high complexity first (mutually exclusive)
if echo "$text_lower" | grep -qE "$HIGH_COMPLEXITY"; then
((score+=3))
elif echo "$text_lower" | grep -qE "$MEDIUM_COMPLEXITY"; then
((score+=1))
elif echo "$text_lower" | grep -qE "$LOW_COMPLEXITY"; then
((score-=2))
fi
echo $score
}
# Usage
task="Design the authentication system architecture"
score=$(score_keywords "$task")
echo "Complexity score: $score" # Output: 3
2. Multi-Factor Scoring
Combine multiple factors for better accuracy:
#!/bin/bash
# ABOUTME: Multi-factor complexity scoring
# ABOUTME: Combines keywords, length, context
# Factor weights
declare -A WEIGHTS=(
["keywords"]=3
["length"]=1
["urgency"]=1
["scope"]=2
)
# Score task length
score_length() {
local text="$1"
local word_count=$(echo "$text" | wc -w)
if [[ $word_count -gt 20 ]]; then
echo 2 # Long = more complex
elif [[ $word_count -gt 10 ]]; then
echo 1
elif [[ $word_count -lt 5 ]]; then
echo -1 # Short = simpler
else
echo 0
fi
}
# Score urgency indicators
score_urgency() {
local text="$1"
local text_lower=$(echo "$text" | tr '[:upper:]' '[:lower:]')
if echo "$text_lower" | grep -qE "urgent|asap|critical|emergency|immediately"; then
echo 2
elif echo "$text_lower" | grep -qE "soon|priority|important"; then
echo 1
else
echo 0
fi
}
# Score scope indicators
score_scope() {
local text="$1"
local text_lower=$(echo "$text" | tr '[:upper:]' '[:lower:]')
if echo "$text_lower" | grep -qE "all|every|entire|complete|full|comprehensive"; then
echo 2
elif echo "$text_lower" | grep -qE "multiple|several|various|many"; then
echo 1
elif echo "$text_lower" | grep -qE "single|one|specific|particular"; then
echo -1
else
echo 0
fi
}
# Combined scoring
calculate_complexity() {
local text="$1"
local total=0
local keyword_score=$(score_keywords "$text")
local length_score=$(score_length "$text")
local urgency_score=$(score_urgency "$text")
local scope_score=$(score_scope "$text")
total=$((keyword_score * ${WEIGHTS[keywords]} +
length_score * ${WEIGHTS[length]} +
urgency_score * ${WEIGHTS[urgency]} +
scope_score * ${WEIGHTS[scope]}))
echo $total
}
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