Owns the installation record and everything done to a project, under src/contexts/framework/ — the manifest aggregate, and the setup/install/restore/uninstall/doctor orchestration built on top of it. This is the only context allowed to reach translate and distribution; tools is reachable from telemetry too. Use when…
This skill should be used when the user asks for "deep research", "research team", "comprehensive analysis", "research report", "investigate thoroughly", "compare X vs Y in depth", or needs synthesis across multiple sources with verification. It spawns a coordinated team of researcher agents across multiple rounds…
A routing guide for installing or removing external skills in CSSwitch-managed Claude Science environments. An external skill is an add-on brought in from another source.
Doctor Strange — causal sand-table simulation via parallel universe subagents. Models actors, incentives, constraints, feedback loops, state changes, and failure modes before rendering how a future event may unfold step by step, like a human mentally rehearsing multiple futures. Stores simulations as persistent memory…
Run AI agents and code in persistent, isolated Firecracker microVM sandboxes with the Superserve TypeScript SDK (@superserve/sdk) or Python SDK (superserve). Use when a task needs a runtime for an agent (run Claude Code or an agent loop inside a sandbox, or give a hosted agent a sandboxed shell or file tool), a…
How to present the deterministic AI-SEO audit returned by auditpage. Use when reporting a page's readability and citation-readiness for AI answer engines (ChatGPT, Claude, Perplexity).
Use when the repo holds real source code but no specs: the existing-codebase branch of setting-up-a-project, normally reached via that dispatcher, directly only when the situation is unmistakable. Not for empty workspaces (starting-a-new-project) or feature work in a specced project (brainstorming).
A Chinese-language assistant for existing LaTeX master’s and doctoral thesis projects. LaTeX is a text-based system for writing documents with structured formatting and mathematical formulas.
AI-powered GitHub PR/Issue reviews with agentic codebase access. Use when the user needs to review pull requests, analyze code changes, ask questions about PRs, or get AI feedback on GitHub issues.
Deploy, resume, verify, update, recover, reset, or destroy production Dirextalk services and nodes on AWS. Use when the user explicitly invokes $dirextalk-deployer or asks in natural language for one of these Dirextalk lifecycle operations.
Use Xquik REST and MCP APIs for X data workflows: search public posts, inspect users, export datasets, download media, monitor accounts or keywords, and send webhook events. Use when the user needs X data from Xquik rather than account-scoped X API actions through xurl.
Create, revise, and format thesis or dissertation Word documents with strict academic formatting control. Use when an AI agent needs to generate or revise thesis content, normalize Word styles, follow a school template, fix captions or page numbers or section levels, or produce evidence-based Mermaid figures and…
An automation assistant for Xiaohongshu, a Chinese social-media platform also known as Little Red Book. It supports account checks, searching and viewing posts, engagement, publishing, and cover creation.
Write code that calls the installed nvMolKit Python API for GPU-accelerated, batched RDKit-style operations - Morgan fingerprints, Tanimoto/cosine similarity, ETKDG conformer embedding, MMFF/UFF optimization, TFD, conformer RMSD, Butina clustering, and substructure search. Use when the user is importing nvmolkit.…
A Chinese-language assistant for auditing and improving job resumes. It rewrites duty-focused descriptions around outcomes, adjusts content to a target job description, and can produce a shorter one-page version.
From idea to production in just few lines: Graph-Based Programmable Neuro-Symbolic LM Framework - a production-first LM framework built with decade old Deep Learning best practices.
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Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
An effort-estimation method for agent-spec Task Contracts, which are structured descriptions of software work. It estimates work in rounds, meaning cycles of an AI agent doing and checking tasks.
Module Loop and Iteration Skill for orchestrating multi-phase penetration testing workflows. Use when coordinating sequential tool execution, managing dependencies between reconnaissance and vulnerability scanning modules, implementing adaptive fallback strategies, or managing workflow state across iterations.…
Automate source-grounded research with Google NotebookLM. Create notebooks from URLs, text, or local files; ask cited questions; run fast or deep web research; create articles and social drafts; and generate or download audio, video, cinematic video, slides, reports, study guides, quizzes, flashcards, mind maps…
Use when using ZeroToken MCP via OpenClaw for browser automation, trajectory recording and low-token replay, especially for recurring or scheduled browser tasks.
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: