Agent skill
complexity-scorer-3-context-aware-scoring
Sub-skill of complexity-scorer: 3. Context-Aware 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/3-context-aware-scoring
SKILL.md
3. Context-Aware Scoring (+1)
3. Context-Aware Scoring
Adjust scores based on context (repository, domain, etc.):
#!/bin/bash
# ABOUTME: Context-aware complexity scoring
# ABOUTME: Adjusts based on repository tier, domain
# Repository tiers
TIER1_REPOS="workspace-hub|digitalmodel|energy|frontierdeepwater"
TIER2_REPOS="assetutilities|worldenergydata|rock-oil-field"
TIER3_REPOS="doris|saipem|OGManufacturing|seanation"
PERSONAL_ACTIVE="aceengineer-admin|aceengineer-website"
PERSONAL_EXPERIMENTAL="hobbies|sd-work|acma-projects"
# Get repository tier
get_repo_tier() {
local repo="$1"
if echo "$repo" | grep -qE "$TIER1_REPOS"; then
echo "tier1"
elif echo "$repo" | grep -qE "$TIER2_REPOS"; then
echo "tier2"
elif echo "$repo" | grep -qE "$TIER3_REPOS"; then
echo "tier3"
elif echo "$repo" | grep -qE "$PERSONAL_ACTIVE"; then
echo "personal_active"
elif echo "$repo" | grep -qE "$PERSONAL_EXPERIMENTAL"; then
echo "personal_experimental"
else
echo "unknown"
fi
}
# Adjust score based on context
adjust_for_context() {
local base_score="$1"
local repo="$2"
local adjusted=$base_score
local tier=$(get_repo_tier "$repo")
case "$tier" in
tier1)
# Production repos bias toward higher quality
((adjusted+=1))
;;
tier3|personal_experimental)
# Maintenance/experimental bias toward efficiency
((adjusted-=1))
;;
esac
echo $adjusted
}
# Full scoring with context
score_with_context() {
local task="$1"
local repo="$2"
local base_score=$(calculate_complexity "$task")
local final_score=$(adjust_for_context "$base_score" "$repo")
echo $final_score
}
4. Score Classification
Map scores to categories:
#!/bin/bash
# ABOUTME: Map complexity scores to categories
# ABOUTME: Provides actionable classifications
# Classification thresholds
THRESHOLD_HIGH=5
THRESHOLD_MEDIUM=1
THRESHOLD_LOW=-2
# Classify score
classify_complexity() {
local score="$1"
if [[ $score -ge $THRESHOLD_HIGH ]]; then
echo "high"
elif [[ $score -ge $THRESHOLD_MEDIUM ]]; then
echo "medium"
elif [[ $score -ge $THRESHOLD_LOW ]]; then
echo "low"
else
echo "trivial"
fi
}
# Get recommendation based on classification
get_recommendation() {
local score="$1"
local classification=$(classify_complexity "$score")
case "$classification" in
high)
echo "OPUS"
echo "Use for complex architecture, multi-file refactoring, security analysis"
;;
medium)
echo "SONNET"
echo "Standard implementation, code review, documentation"
;;
low)
echo "HAIKU"
echo "Quick queries, status checks, simple operations"
;;
trivial)
echo "HAIKU"
echo "Trivial task - consider if AI is even needed"
;;
esac
}
# Get color for display
get_score_color() {
local score="$1"
local classification=$(classify_complexity "$score")
case "$classification" in
high) echo "$GREEN" ;;
medium) echo "$BLUE" ;;
low) echo "$YELLOW" ;;
trivial) echo "$CYAN" ;;
esac
}
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