AI & ML

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MCP to mcporter Skill Generator

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Update custom Nix packages in this repository (Helium, DevToys, agent-browser, opencode-morph-fast-apply). Use when a new version of these packages is released or when dependency hashes need updating. Triggers on "update helium", "bump devtoys version", "fix agent-browser hash", or "update custom packages". Use when this capability is needed.

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Earn fees as a DeFi rate manager on Peer protocol. Create a vault, attract LP deposits, set competitive exchange rates, and earn up to 5% fee on every fulfilled exchange. No capital required — earn by strategy alone. Use when the agent wants to earn fees without providing liquidity, manage a DeFi vault, or run an automated rate strategy. Use when this capability is needed.

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Write Agent Instructions

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Twitter/X data via the 6551 API. Supports user profiles, tweet search, user tweets, follower events, deleted tweets, and KOL followers. Use when this capability is needed.

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Start a multi-agent technical discussion using propose-challenge-revise pattern. Two agents debate to find the best solution. Use when this capability is needed.

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Reference the 7z/7zip archive container format. Use when an AI agent needs to answer questions or make code changes involving 7z signatures, headers, encoded headers, NID/property IDs, packed streams, folders/coders, bind pairs, substreams, file metadata properties, or SharpCompress 7Zip parsing behavior. Use when this capability is needed.

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Prompt Adapter

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Prompt Builder

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Implementation and troubleshooting agent - builds features and fixes bugs Use when this capability is needed.

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Create effective AI agent rules for CLAUDE.md, AGENTS.md, .cursorrules, .clinerules, or .windsurfrules. Use when user mentions "创建规则", "写规则", "create rule", "write rule", "添加规则", "更新规则", "update rule", "修改规则", "规则模板", "rule template", or wants to define coding standards, project conventions, or AI behavior guidelines. Use when this capability is needed.

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Simulates a structured debate with three personas to help make difficult decisions. Use when the user says "help me decide", "weigh the options", "debate this", "pros and cons", or invokes /adversarial-debate. Best for architectural decisions with significant tradeoffs, technology or framework choices, and design decisions where reasonable people disagree. Skip for trivial decisions or when there's an obviously correct answer. Use when this capability is needed.

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Generates Minecraft terrain and landscapes using VibeCraft MCP tools. Use when creating hills, mountains, valleys, rivers, caves, cliffs, or natural terrain features. Handles procedural generation, noise functions, and terrain texturing.

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Coordinate 100-agent dharmic swarm with 4 coordinators (Dharma Keeper, Task Decomposer, Memory Guardian, Karma Logger) and 96 workers in 4 sanghas. Use when this capability is needed.

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QR Code Generator

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Query Indian Constitution articles and BNS 2023 (Bharatiya Nyaya Sanhita) criminal law sections using RAG with semantic search. Look up fundamental rights, directive principles, emergency provisions, and BNS offences with cited article/section numbers. Use when the user asks about Indian law, constitutional articles, fundamental rights, BNS sections, IPC equivalents, or legal questions about India. Use when this capability is needed.

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Agent Teams Manager

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Configure development environment for blocklet-type repositories. Supports parsing GitHub Issue URLs, Blocklet URLs, or problem descriptions to automatically locate repositories, check permissions, clone code, install dependencies, and start development server. Use `/blocklet-dev-setup` or say "help me fix the xxx blocklet issue", "I want to develop xxx blocklet", "I want to modify code related to this URL" to trigger. In short, use this as the starting point when you want to develop a blocklet. Use when this capability is needed.

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Evaluate proposals, technical decisions, and product directions against Robert's thinking patterns, ArcBlock's AFS/AINE architecture, and engineering philosophy. Use when reviewing proposals, evaluating technologies, or self-reviewing designs. Use when this capability is needed.

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Language-specific verification for Python, TypeScript/JavaScript, and Go. Checks type safety, language idioms, and best practices. Use when asked to "verify language", "check types", or for language-specific checks. Use when this capability is needed.

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Manage project state documentation for AI agent context. Use when updating current work status, priorities, or project phase. Use when this capability is needed.

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This skill should be used when the user asks to "create a Clawbook identity", "set up BAP identity", "register on Clawbook", "get an agent identity for posting", or needs to create an on-chain identity for the Clawbook Network. Use when this capability is needed.

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Auto-updates status metrics across governance documents from MCP issue counts. Use when governance metrics are stale or after significant issue status changes requiring documentation refresh. Use when this capability is needed.

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Guide a new user through their first computer-use agent run (env check, safe browser-only task, then open the trajectory viewer). Use when this capability is needed.

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Set up parallel git worktrees of the same repo, one per coding harness (Claude Code, Codex CLI, Cursor, etc.), so multiple AI tools can edit/typecheck/test in parallel without trampling each other's node_modules, build artifacts, or branches. Audits the repo first for shared-state hazards (hardcoded ports, DB file paths, sockets, build dirs that would collide if two worktrees ran a live dev server simultaneously), drops a Gotcha block into CLAUDE.md/AGENTS.md so any agent in any worktree knows the rule, then creates work/<tool> branches, sibling worktrees at <repo-parent>/<repo-name>-<tool>/, and runs the right install command per stack. USE WHEN user says 'set up worktrees for my coding tools', 'I want a Claude / Codex / pi worktree of this repo', 'parallel worktrees per harness', 'harness worktrees', 'make this repo work for all 3 tools at once', 'split this repo per coding agent', 'I use multiple AI coding tools on the same codebase, set them up', or any variant where the goal is one-checkout-per-tool isol

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Diagnose problems in a running Flutter app — read logs, evaluate Dart expressions, interpret error envelopes. Use when something broke. Use when this capability is needed.

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Entry point for inspecting or driving a running Flutter app from your AI assistant — routes to the right task skill (inspect / control / debug / custom app surfaces) and runs preflight. Use when this capability is needed.

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Verify the flutter-mcp-toolkit install, run doctor preflight, troubleshoot connection issues. Use when the toolkit isn't responding or first-time setup. Use when this capability is needed.

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Manage datasets in Arize AI using the ax CLI. Use when users want to list datasets, get dataset details, create new datasets, delete datasets, export dataset data, or work with dataset examples. Triggers on "list datasets", "create dataset", "ax datasets", "export dataset", "delete dataset", or any request about managing Arize datasets via CLI. Use when this capability is needed.

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Use when working with the default web content reader for OpenClaw. Reads X (Twitter) tweets/profiles, Reddit, YouTube, and any webpage into clean Markdown — zero API keys required. Use when you need to ingest social media posts, profiles, articles, or video transcripts into agent memory.

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Autonomous coding agent with Rick Sanchez personality and 7-phase engineering lifecycle Use when this capability is needed.

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Grade student submissions for a Canvas assignment with teacher-supervised, AI-drafted scores and feedback. Supports text entries, Google Docs (text), Google Slides (text), and file uploads (notebooks, PDFs, code, images). Use when the teacher says "grade submissions", "grade this assignment", "grade student work", or provides a Canvas assignment link. Drafts scores and feedback, presents for teacher review, pushes only after explicit confirmation. Use when this capability is needed.

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AI Agent Design

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Analyze a CLAUDE.md file and generate PreToolUse hook scripts that enforce its rules at the tool-call level. Use when users want their CLAUDE.md directives enforced as code rather than relying on prompt compliance. Reads the CLAUDE.md, identifies enforceable rules, generates standalone bash hook scripts, and wires them into .claude/settings.json. Use when this capability is needed.

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Three.js 3D building system with spatial indexing, structural physics, and multiplayer networking. Use when creating survival games, sandbox builders, or any game with player-constructed structures. Covers performance optimization (spatial hash grids, octrees, chunk loading), structural validation (arcade/heuristic/realistic physics modes), and multiplayer sync (delta compression, client prediction, conflict resolution). Use when this capability is needed.

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Networking systems for multiplayer building games. Use when implementing networked construction, delta synchronization, client prediction, or conflict resolution. Server-authoritative model with optimistic client prediction for responsive gameplay. Use when this capability is needed.