AI Engineering

Self-Evolve captures patterns from a finished project and promotes them into framework-level priors for future runs. Use it only when explicitly doing a self-evolution pass after a project is complete.

VectorBT Backtesting creates a complete Python backtest script for a named strategy and symbol. It is used to fetch data, generate signals, run a portfolio test, compare against a benchmark, and export plots and trades.

VibeGame Build runs a long-running, multi-stage game development workflow with planning, delegation, and reviewer gates. Use it to create a game from scratch or evolve an existing game through staged implementation.

VibeGame Edit reworks an existing game’s style, genre, or core rules while keeping the result coherent. Use it when changing a game broadly, not for small balance or feel tweaks.

Anti-Gambling Trader analyzes trade records to judge whether results look like repeatable edge or luck, and warns when the pattern is statistically fragile. It also scans for scam tactics, checks guru claims, estimates blow-up risk, and generates reports or bot scaffolds.

Meihua Yishu casts Plum Blossom I Ching hexagrams for divination, character analysis, and situation reading. Use it when someone asks to起卦, 解卦, or needs a guided next step from a result.

Tokf Discover scans AI coding session files for commands that ran without tokf filtering. Use it to find missed token savings and identify where to add automatic filtering.

Tokf Discover scans Claude Code sessions for unfiltered commands that produce verbose output. Use it to identify token-saving opportunities and create filters for commands without one.

Authoring adds or edits MCP server entries in mcptoon's config with the correct stdio, streamable-http, or sse shape. Use it when you need to set commands, placeholders, and validate the config with mcptoon tools.

Brainstorming guides a collaborative design process before implementation. Use it to clarify requirements, explore approaches, and write a spec before any code or behavior changes.

Connect keeps one MCP server config in sync across Claude Desktop, Claude Code, Cursor, Codex, Cline, Windsurf, and VS Code. It can also expose all configured servers through a single stdio gateway.

Skill Creator guides you in building or updating Claude skills with clear frontmatter, lean instructions, and bundled resources. Use it when extending Claude with specialized workflows, domain knowledge, or tool integrations.