MCP App StoreMCP App StoreSkill Creator helps authors and teams design, test, and refine Agent Skills. It provides a step-by-step process for capturing intent, drafting SKILL.md metadata and body, creating realistic test cases, launching parallel evaluation runs (with and without the skill), and producing a reviewable benchmark. The skill also includes tooling guidance for packaging, viewer generation, and iterating until the skill reliably triggers and performs well.
Use Skill Creator when you need to: create a new Agent Skill from a concept; improve an existing skill's instructions or trigger description; build reproducible test cases and quantitative benchmarks; or run a description-optimization loop to improve invocation accuracy. It's for authors who want an end-to-end workflow (draft → test → review → improve).
Designed for multi-agent/test harness environments and authoring workflows that support spawning subagents and running parallel evaluations. Works with environments that can run Python-based viewers and scripts (e.g., Claude Code / Cowork-like systems).
A comprehensive skill-creator skill for authoring, testing, evaluating, and iterating on Agent Skills. Includes an eval framework with benchmarking, blind comparison, and description optimization loop. Scripts are well-written with argparse, docstrings, and error handling, but most fail when extracted to a temp dir due to cross-module imports using `from scripts.utils import ...` instead of relative imports. Only utils.py ran cleanly; the CLI entry points (aggregate_benchmark, generate_report) properly validate args but need input data.
Import path issue is a packaging/portability problem, not a security concern. The skill is from the Anthropic Sage project — high-quality, well-documented. The description is intentionally verbose/pushy per their design philosophy for triggering. The eval framework (run_eval, run_loop, improve_description) is sophisticated and well-architected.
Development Worktree
Create an isolated git worktree for feature work, auto-run project setup, and verify a clean test baseline before development.
Full Stack Builder
End-to-end builder that scaffolds, implements, tests, and optionally deploys web and API applications from a natural-language specification.
Godot WeChat Minigame Adapter
Apply a version-locked adapter and patch bundle to port an official Godot checkout to WeChat Mini Game, handling WXMEMFS, wasm packaging, audio fixes, and runti
Claw Bench
Benchmarking skill that guides an agent through a structured suite of capability tests and reporting steps for leaderboard submission.
SourceSage CLI
Generate concise, LLM-friendly repository summaries (Markdown) using the SourceSage CLI — supports lite mode, language switching, and targeted repo analysis.
Cursor Hello World Tutorial
A concise 10-minute hands-on tutorial demonstrating Cursor's Tab completion, Chat, Inline Edit, and Composer features for getting started quickly.
Supabase SDK Patterns (TypeScript & Python)
Production-ready patterns for using Supabase clients in TypeScript and Python: client initialization, typed queries, auth, realtime, storage, RPC, and error-han
Shopify Webhooks & Events
Register and handle Shopify webhook subscriptions (orders, products, GDPR hooks) with HMAC verification and async processing.
