For AI agents installing this pack into a user's PAI infrastructure.
Use Claude Code's native tools (AskUserQuestion, TodoWrite, Bash, Read, Write) to walk the user through this wizard.
"I'm installing the CreateSkill skill from the PAI v5.0.0 release.
Complete PAI skill development lifecycle across two tracks. Structure track: scaffold new skills (TitleCase dirs, flat 2-level max, Workflows/ + Tools/ + References/ only), validate against canonical format, canonicalize existing skills. Effectiveness track (Anthropic methodology): TestSkill spawns with-skill vs baseline agents in parallel and compares outputs, ImproveSkill diagnoses root causes and rewrites instructions with reasoning over rigid constraints, OptimizeDescription generates 20 should/shouldn't-trigger test queries and rewrites for accuracy. Guides from Thariq Shihipar (Mar 2026): Gotchas section mandatory, BPE check before finalizing, progressive disclosure (frontmatter → SKILL.md body → reference files), on-demand hooks.
Let me check your system and install."
CLAUDE_DIR="$HOME/.claude"
SKILL_DIR="$CLAUDE_DIR/skills/CreateSkill"
if [ -d "$SKILL_DIR" ]; then
echo "EXISTING CreateSkill skill found at $SKILL_DIR — will back up before install"
else
echo "Clean install — no existing CreateSkill skill"
fiAsk the user (use AskUserQuestion):
- "Install
CreateSkillinto~/.claude/skills/CreateSkill/? (yes/no)" - If existing skill found: "Back up the existing
CreateSkillto~/.claude/skills/CreateSkill.backup-{timestamp}/first? (yes/no — recommend yes)"
if [ -d "$SKILL_DIR" ]; then
BACKUP="$SKILL_DIR.backup-$(date +%Y%m%d-%H%M%S)"
mv "$SKILL_DIR" "$BACKUP"
echo "Backed up to $BACKUP"
fimkdir -p "$CLAUDE_DIR/skills"
cp -R src/ "$SKILL_DIR/"
echo "Installed to $SKILL_DIR"Run the file and functional checks in VERIFY.md. Confirm to the user when all checks pass.