Add Optional AI Enhancement Mode to Bootstrap Script

[yusufkaraaslan]

Overview

Add --ai-mode flag to bootstrap script for optional AI enhancement.

Motivation

• Current: Fast, deterministic, 7/10 quality (good for CI/CD)
• With AI: +60 sec, 9/10 quality (better for public-facing)
• Let users choose based on use case

Implementation

Add argument parsing to scripts/bootstrap_skill.sh:

#!/bin/bash

ENABLE_AI=false

# Parse arguments
while [[ \$# -gt 0 ]]; do
  case \$1 in
    --ai-mode)
      ENABLE_AI=true
      shift
      ;;
    *)
      shift
      ;;
  esac
done

# Run analysis
if [ "\$ENABLE_AI" = true ]; then
  uv run skill-seekers-codebase \
    --directory "\$PROJECT_ROOT" \
    --output "\$OUTPUT_DIR" \
    --depth full \
    --ai-mode local  # Use LOCAL mode (Claude Code Max)
else
  uv run skill-seekers-codebase \
    --directory "\$PROJECT_ROOT" \
    --output "\$OUTPUT_DIR" \
    --depth deep \
    --ai-mode none
fi

Benefits

• ✅ Default (fast): 3 min, deterministic, 7/10 quality
• ✅ AI mode (polish): 4 min, 9/10 quality, better examples
• ✅ Flexibility for different use cases

Use Cases

• Default: CI/CD, developer builds
• AI mode: Release builds, public documentation

Trade-offs

• +60 sec execution time
• +Randomness (not reproducible)
• +Better quality (polished examples)

Effort

~30 minutes

Priority

Medium (Nice to Have)

Related

See: docs/features/BOOTSTRAP_SKILL_TECHNICAL.md