Coding & Dev Tools

Use when exploring beer styles, pairing beer with food, calculating ABV for homebrew, finding craft beer recommendations, or learning tasting techniques.

Beta coefficient reference — CAPM, systematic risk, portfolio sensitivity, regression analysis. Use when measuring stock volatility relative to the market or constructing risk-adjusted portfolios.

Apply image blur effects and privacy masks using Python PIL processing. Use when you need to blur, redact faces, or mask sensitive regions in images.

Computerized maintenance management system

Cors reference tool. Use when working with cors in devtools contexts.

Csrf reference tool. Use when working with csrf in devtools contexts.

curl reference tool

Roll dice, track scores, and manage game stats for tabletop gaming. Use when rolling dice, tracking scores, ranking players, reviewing history.

Track food and nutrition. Use when logging meals, checking calories, tracking protein/carbs/fat, or generating diet reports.

Create SVG diagrams with shapes, layers, and multi-format export. Use when generating graphics, building diagrams, arranging layouts.

Ecto database toolkit reference for Elixir. Covers schemas, changesets with validation, composable query DSL, joins, preloading, aggregates, migrations, transactions with Ecto.Multi, and embedded schemas.

iMessage/SMS CLI for listing chats, history, and sending messages via Messages.app.

Remote-control tmux sessions for interactive CLIs by sending keystrokes and scraping pane output.

Canvas Skill

SolanaOS Hub — skill registry, gateway management, and control UI. Use when managing skills via ClawHub CLI, connecting to the SolanaOS gateway (TCP bridge on port 18790, WebSocket on port 18793), or working with the Lit-based control UI at ui/.

Capture frames or clips from RTSP/ONVIF cameras.

Discord ops via the message tool (channel=discord).

Generate spectrograms and feature-panel visualizations from audio with the songsee CLI.

Control Eight Sleep pods (status, temperature, alarms, schedules).

Control Sonos speakers (discover/status/play/volume/group).

Configure and claim creator fee sharing on Pump.fun tokens

Terminal Spotify playback/search via spogo (preferred) or spotify_player.

Complete Pump protocol fee system — tiered protocol fees based on market cap, creator fee collection across two programs, basis point arithmetic, and ceiling division for dust-safe calculations.

Metaplex development on Solana — NFTs, tokens, compressed NFTs, candy machines, token launches. Use when working with Token Metadata, Core, Bubblegum, Candy Machine, Genesis, or the mplx CLI.

How to spawn a SolanaOS Gateway and connect headless nodes

Launch new tokens on Pump.fun directly via the Pump SDK

Constant-product AMM bonding curve math for Pump token pricing — buy/sell quoting, fee-aware calculations, market cap computation, tiered fees, ceiling division, virtual vs real reserves, and edge-case handling.

Read-only query methods for PumpFun claims — unclaimed token rewards, creator vault balances, volume accumulators, distributable fees, and current-day token previews across Pump and PumpAMM programs.

Full token lifecycle from creation through bonding curve trading, graduation detection, AMM migration, fee collection, and volume tracking on Solana using PumpSdk and OnlinePumpSdk.

Volume-based PUMP token reward system with day-indexed epochs, pro-rata distribution, accumulator tracking, and cross-program claiming on Solana.

Design and derive Program Derived Addresses (PDAs) and account layouts across the Pump ecosystem's four Solana programs — global singletons, per-token accounts, per-user accumulators, and cross-program coordination patterns.

当需要创作具有高影响力的内容（如博客、销售文案、课程模块等）以吸引并转化读者时

当需要将分散的注意力系统性地引导至个人成长方向，并为好奇心提供明确指引时

当个人感到迷茫，不确定自己真正想要什么，或发现当前追求无法带来深层满足时，调用此模型来探索和澄清内在真实欲望

当需要在多个领域积累独特竞争优势，避免单一技能风险时

当需要进入高度专注、高效且愉悦的心流状态以完成创造性或学习性任务时