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Auto-configure quality gates, hooks, and settings for a new project. Detects project type and sets up appropriate tooling. Use when onboarding a new codebase.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
SkillOpt-flavored offline training loop for any SKILL.md. Treats accumulated learn-rule corrections as training trajectories, proposes bounded patches via an optimizer LLM, gates each candidate against a held-out validation set built from the user's own past corrections, and ships only candidates that demonstrably improve the score. Inspired by Microsoft SkillOpt's ReflACT pipeline (rollout → reflect → aggregate → select → update → evaluate) adapted to pro-workflow's SQLite store. Use when a skill has accumulated 8+ learn-rule rows and the user wants the skill itself to get better, not just longer.
Analyze permission denial patterns and generate optimized alwaysAllow and alwaysDeny rules. Use when permission prompts are slowing you down or after sessions with many denials.
Complete AI coding workflow system. Orchestration patterns, 18 hook events, 5 agents, cross-agent support, reference guides, and searchable learnings. Works with Claude Code, Cursor, and 32+ agents.
Prevent destructive operations using Claude Code hooks. Three modes — cautious (warn on dangerous commands), lockdown (restrict edits to one directory), and clear (remove restrictions). Uses PreToolUse matchers for Bash, Edit, and Write.
Render a self-contained HTML viewer for a pro-workflow wiki. Pages, sources, claims, seed queue, page-link graph and full-text search all in one file. No external dependencies, no JS framework, S3-uploadable. Use when the user wants to browse a wiki visually, share its current state with someone, audit research progress, or hand off a knowledge base. Inspired by Thariq Shihipar's "Unreasonable Effectiveness of HTML" — favors information density and shareability over markdown-only outputs.
Capture a correction or lesson as a persistent learning rule with category, mistake, and correction. Stores, categorises, and retrieves rules for future sessions. Use after mistakes or when the user says "remember this", "don't forget", "note this", or "learn from this".
| name | auto-setup |
| description | Auto-configure quality gates, hooks, and settings for a new project. Detects project type and sets up appropriate tooling. Use when onboarding a new codebase. |
Detect project type and configure pro-workflow quality gates automatically.
Use when:
ls package.json pyproject.toml Cargo.toml go.mod Gemfile pom.xml build.gradle 2>/dev/null
Node.js/TypeScript:
{
"lint": "npm run lint",
"typecheck": "npx tsc --noEmit",
"test": "npm test -- --changed --passWithNoTests",
"format": "npx prettier --check ."
}
Python:
{
"lint": "ruff check .",
"typecheck": "mypy .",
"test": "pytest --tb=short -q",
"format": "ruff format --check ."
}
Rust:
{
"lint": "cargo clippy -- -D warnings",
"typecheck": "cargo check",
"test": "cargo test --quiet",
"format": "cargo fmt --check"
}
Go:
{
"lint": "golangci-lint run",
"typecheck": "go vet ./...",
"test": "go test ./... -count=1",
"format": "gofmt -l ."
}
Run each command with --version or --help to confirm availability. Report missing tools.
Generate a .claude/settings.json with:
AUTO SETUP
Project type: [Node.js/Python/Rust/Go/Mixed]
Package manager: [npm/pnpm/yarn/pip/cargo]
Quality gates configured:
lint: [command] ✓
typecheck: [command] ✓
test: [command] ✓
format: [command] ✓
Missing tools:
- [tool] — install with: [command]
Settings written to: .claude/settings.json