Review LaTeX documents for common issues, style consistency, typography, cross-references, draft artifacts, and debugging code.
LaTeX 模块化组合技能。提取 LaTeX 文档头/组件（表格、图片、列表、章节样式）作为可组合模块，通过 Python 脚本稳定组合生成不报错的 lualatex 文档，支持从原始 LaTeX 代码重构进模块化体系。
Use when building a LaTeX manuscript submission pipeline with templates, latexmk, BibTeX/Biber, chktex, latexindent, CI PDF builds, compile debugging, and submission zip packaging.
Launch and automate VS Code (Code OSS) using agent-browser via Chrome DevTools Protocol. Use when you need to interact with the VS Code UI, automate the chat panel, test UI…
A library of real, hard-won website-launch failure modes — each with what happened, the root cause, and how to prevent it.
Playbook for launching, monitoring, stopping, and debugging NeMo-RL recipes on a Kubernetes cluster via the nrl-k8s CLI.
GTM analytics and measurement framework that builds metrics architecture, dashboard specs, and alert systems.
Migrates vibe-coded web applications to AWS. Handles the full workflow from analysis through migration to deployment, producing deployable AWS Blocks infrastructure code.
Help a technical founder build whatever they want on Claude Managed Agents — an internal worker, a piece of their product, a customer-facing agent.
Run, monitor, analyze, and debug LLM evaluations via nemo-evaluator-launcher. Covers running evaluations, checking status and live progress, debugging failed runs, exporting…
Compile institutional PI practice knowledge from FirmVault activity logs into a structured Obsidian wiki using Karpathy's LLM Knowledge Base architecture.
Review and guide UI implementations using the 21 Laws of UX. Identifies usability issues in HTML, CSS, and JavaScript by applying established cognitive, visual, and behavioral…
Use when creating or modifying code in frontend/. Covers React components, hooks, API clients, and TypeScript code.
Expert in Ethereum L2 solutions - Optimism, Arbitrum, zkSync, Base, and rollup architecture for scalable dApp developmentUse when "layer 2, l2, optimism, arbitrum, zksync, base,…
Expert guide for Layer Cake, a headless Svelte visualization framework managing scales, dimensions, and data flow while supporting SVG, Canvas, HTML, and WebGL rendering contexts…
Expert guide for LayerChart, a Svelte component library for building diverse data visualizations (Cartesian, radial, hierarchical, geo, graph) with unopinionated building blocks,…
LayerChart Svelte 5 patterns. Use for chart components with tooltip snippets, Chart context access, and all Svelte 5 snippet patterns for tooltips, gradients, highlights, and axes.
Шаблоны и принципы слоистой архитектуры (Presentation, Application, Integration, Domain).
Use the @layla-network/sdk package in third-party Layla mini-apps and WebView apps. Covers the public API surface for creating a Layla client, OpenAI-shaped chat completions and…
Use when designing how a screen or flow is organized — what goes where, in what order, and how a user stays oriented.
LazyDocker is a terminal UI for Docker and Docker Compose that provides container management, log viewing, resource monitoring, and image inspection through a keyboard-driven…
Complete Better Auth documentation in markdown format. Use when implementing authentication in TypeScript projects - covers OAuth providers (Google, GitHub, etc.), email/password,…
Complete Motion.dev documentation - modern animation library for React, JavaScript, and Vue (formerly Framer Motion)
Deploy applications and manage projects with complete CLI reference. Commands for deployments, projects, domains, environment variables, and live documentation access.
Complete Zod validation library documentation. Use when working with Zod schema validation, TypeScript type inference, form validation, API validation, error handling, or data…
Use when agnt installed and user needs semantic code search, symbol lookup, or call-hierarchy analysis — points at sibling lci plugin.
Autonomous bug-elimination loop. Iteratively invokes /bug-hunt and /implement-batch until findings converge below an operator-specified severity floor.
Use for implementing features, writing production TypeScript/Langium code, code review guidance, and ensuring technical quality.
Multi-step calculator UI for Astro. Quote tools, pricing calculators. Uses astro-forms for backend.
Autonomous technical lead. Takes commander's intent and drives a project to completion through an OODA loop over implementation, refactoring, review, and bug-hunting skills.
Autonomous comprehensive refactoring. Three-phase pipeline — Phase 1 /refactor (tactical, loops internally to convergence) → Phase 2 loop of /review-arch + /implement-batch until…
Use when editing .lean files, debugging Lean 4 builds (type mismatch, sorry, failed to synthesize instance, axiom warnings, lake build errors), searching mathlib for lemmas,…
Retrieval-augmented Lean4 proof generation. Queries 94k+ exemplars from DeepSeek-Prover V1+V2, uses hybrid search (BM25 + semantic + graph), generates via Claude, compiles in…
Activate the Leanchy protocol: execution discipline, diagnostic rigor, decision hygiene, and architecture principles.
Turns a learning intent or an intent to practice a skill into a personalized experience: asks 3 questions (topic, familiarity, modality), searches the catalog, delivers the right…
Extracts reusable skills and decision-making heuristics from debugging sessions. Use after solving tricky bugs, discovering non-obvious workarounds, or finding hidden gotchas…
Document learning insights and activities to Supabase with proper categorization, formatting, and retrieval patterns
Automates creation of interactive language learning games including vocabulary flashcards, song-based games, and multi-level learning systems.
Automates creation of interactive language learning games including vocabulary flashcards, song-based games, and multi-level learning systems.
Guides users through designing a pedagogical agent (learning mascot) for their intelligent textbook, generating AI image prompts, and implementing the mascot using inline images,…
Capture project-scoped learning notes, technologies, concepts, glossary terms, architecture decisions, implementation lessons, and review questions into a durable Markdown…
Implicit feedback scoring, confidence decay, and anti-pattern detection. Use when understanding how the swarm plugin learns from outcomes, implementing learning loops, or…
Teach the user through the probe → plan → teach loop, applying the AIEFS (Rohit) mission — adaptively re-fetching live docs/en.md + Further Reading each new lesson, 80/20 catch-up…
Use when drafting a renewal option clause with rent arbitration, choosing between baseball and conventional arbitration, structuring arbitrator selection procedures, resolving a…
Expert in lease surrender agreements where landlord and tenant mutually agree to terminate the lease before expiry.
Use lebop CLI for any Linear interaction (read/write issues, projects, comments, links, GraphQL escape hatch).
The single source of truth for ledgerlift architecture, repo layout, primary stack, and project-wide conventions. Use when an agent needs orientation before any non-trivial work.
Interactive LeetCode-style teacher for technical interview preparation. Generates coding playgrounds with real product challenges, teaches patterns and techniques, supports…
Scans Rust code for edition-specific patterns and deprecated APIs, then migrates to a target edition (2015 → 2018 → 2021 → 2024) or updates breaking crate API changes (tokio 0.x →…
Use when maintaining Android apps that load local or remote web assets in WebView and connect them to native behavior through JavaScript bridges, permissions, or device APIs.
Expert system for identifying deprecated patterns, suggesting refactoring to modern standards (Python 3.12+, ES2024+), checking test coverage, and leveraging AI-powered tools.
Produces comprehensive summaries and insights about legacy codebases to help understand unfamiliar code.
Methodological guide for the AI Agent to safely and systematically translate, refactor, and modernize giant legacy codebases (PHP, Python 2, old React) into modern stacks.
Investigate unfamiliar legacy code before edits. Triggers: legacy module, unknown repo, risky refactor, trace ownership. Triggers:
Use when maintaining ASP.NET Web Forms, .NET Framework, code-behind pages, ViewState, postback events, Web.config, IIS, or old enterprise .NET web apps.
Analyze a complete IBM i call chain — one business transaction end-to-end across all programs it touches.
Use when maintaining legacy Java Spring MVC, JSP, Servlet, MyBatis, WAR deployment, XML config, or server-rendered Java web applications.
Refactor legacy codebases, migrate outdated frameworks, and implement gradual modernization. Handles technical debt, dependency updates, and backward compatibility.
Expert in migrating monolithic, legacy systems to modern architectures using patterns like Strangler Fig, CDC, and Anti-Corruption Layers.
Use when maintaining legacy PHP/LAMP applications with include files, sessions, mixed HTML/PHP pages, direct SQL, globals, form posts, or shared hosting constraints.