AI & ML

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Guide for implementing OCAPI hooks in Salesforce B2C Commerce. Use this when asked to create OCAPI hooks, extend API endpoints, validate API requests, or modify API responses. Use when this capability is needed.

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Guide for implementing SCAPI hooks in Salesforce B2C Commerce. Use this when asked to create SCAPI hooks, extend Shopper API endpoints, validate API requests, or modify API responses for headless commerce. Use when this capability is needed.

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Guide for creating, extending, and customizing models within SFRA. Use this when asked to develop product models, cart models, customer models, or any JSON transformation layer in SFCC. Use when this capability is needed.

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Copywriting

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Upscale and enhance image and video resolution using AI Use when this capability is needed.

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Expert Haskell engineer specializing in advanced type systems, pure Use when this capability is needed.

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Update the AGI Agent Kit to the latest version from NPM Use when this capability is needed.

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sharp-edges Use when this capability is needed.

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Run tests and systematically fix all failing tests using smart error grouping. Use when user asks to fix failing tests, mentions test failures, runs test suite and failures occur, or requests to ma... Use when this capability is needed.

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Trigger.dev Integration

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Monitor and manage your Clawdbot agent fleet from within an agent. Query health, sessions, usage, and trigger actions via the Clawd Control dashboard API. Use when this capability is needed.

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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 LaTeX-formatted code listings for a thesis document. Use when this capability is needed.

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Create or audit a subagent

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Atomic Simulation Environment - a set of tools for setting up, manipulating, running, visualizing, and analyzing atomistic simulations. Acts as a universal interface between Python and numerous quantum chemical and molecular dynamics codes. Use for building atomic structures, geometry optimization, molecular dynamics simulations, transition state searches (NEB), file format conversion (CIF, XYZ, POSCAR, PDB), electronic property calculations (DOS, band structures), and automating simulation workflows with DFT/MD codes like VASP, GPAW, Quantum ESPRESSO, LAMMPS. Use when this capability is needed.

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Composable transformations of Python+NumPy programs. Differentiate, vectorize, JIT-compile to GPU/TPU. Built for high-performance machine learning research and complex scientific simulations. Use for automatic differentiation, GPU/TPU acceleration, higher-order derivatives, physics-informed machine learning, differentiable simulations, and automatic vectorization. Use when this capability is needed.

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Open-source Python package for exploring, visualizing, and analyzing human neurophysiological data including EEG, MEG, sEEG, and ECoG. Use when this capability is needed.

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Expert Machine Learning development covering Deep Learning, PyTorch/TensorFlow, Model Fine-tuning, NLP, and Computer Vision. Use when this capability is needed.

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9 principles for writing effective rules that maximize LLM execution accuracy. Use when creating or modifying skills, agent prompts, or command instructions. Use when this capability is needed.

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Create and curate new ML domain knowledge skills in this repo. Use when adding a new `knowledge/ML/*` skill, extending the curated ML taxonomy (model-architecture, training, distributed, serving, paper, kernel, agents), scaffolding a new skill folder, and ensuring naming (`uv-*`), licensing, and the generated `skills/` mirror stay consistent. Use when this capability is needed.

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Generate images using AI models via TokenFlux API. Use when creating AI-generated images, artwork, or visual content. Triggers on "generate image", "create picture", "AI art", "image generation", "TokenFlux". Use when this capability is needed.

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Records a handoff to another agent role within a session. Use when this capability is needed.

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Design, implement, debug, and harden integrations between AI agents and Bitrix24 REST API (webhooks, OAuth 2.0, scopes, events, batch, limits, and REST 3.0). Use when asked to connect AI assistants/agents to Bitrix24, automate CRM/tasks/chats, process Bitrix24 events, choose an auth model, or resolve Bitrix24 API errors and performance issues. Use when this capability is needed.

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Transform simple prompts into comprehensive, context-aware prompts. Use for prompt enhancement, requirements analysis, and implementation strategy. Includes Context7 prompt engineering guides lookup. Use when this capability is needed.

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Initialize a workspace with shared AI agent configuration files for Claude Code, Codex CLI, and Gemini CLI, plus full directory structure for all three tools Use when this capability is needed.

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Update an existing GitHub pull request. Use when the user wants to modify a PR's title, description, state, or base branch. Use when this capability is needed.

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GitHub リポジトリの情報を取得・要約するスキル。URL が github.com/{owner}/{repo} 形式の場合に使用。gh コマンドと DeepWiki MCP を活用してリポジトリの詳細情報を取得する。 Use when this capability is needed.

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Operate as a Director or CPO leading product organizations. Use when managing product portfolios, aligning with executives, communicating to boards, designing team structures, or establishing operating rhythms. Part of the Modern Product Operating Model collection. Use when this capability is needed.

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Skip the background memory extractor when the main agent already persisted memory during the same turn to avoid duplicates and race hazards. Use when this capability is needed.

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Multi-model cross-review for spec documents. Uses fresh Claude context + Gemini to independently review requirements.md, design.md, and tasks.md, then merges findings into a unified report with consensus markers. Use when this capability is needed.

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Code Review Skill

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Hello World Skill

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Retrieval-Augmented Generation patterns for grounded LLM responses. Use when building RAG pipelines, embedding documents, implementing hybrid search, contextual retrieval, HyDE, agentic RAG, multimodal RAG, query decomposition, reranking, or pgvector search. Use when this capability is needed.

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Research best-in-class products using Browser MCP and WebSearch Use when this capability is needed.

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Draw diagrams, flowcharts, and visualizations on an Excalidraw canvas. Use when the user asks to draw, visualize, create diagrams, or sketch ideas. Use when this capability is needed.

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Use when working on Talon voice command projects — writing .talon files, .talon-list files, or Talon Python modules, AND when installing or deploying Talon scripts to the user's Talon directory. Provides file syntax, voice command rules, context matching, list definitions, Python API tips, local testing, and sandbox testing via talonbox.

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Use when the user invokes agent-crew workflow commands in Codex, including crew:setup, crew:run, crew:status, crew:cost, or crew:agent-maker. Also use for natural-language coding, implementation, refactoring, migration, testing, deployment, or agent-crew workflow requests in a workspace initialized with agent-crew. This skill bootstraps agent-crew before project-local AGENTS.md or .codex hooks exist, preserves explicitly invoked or domain-specific Codex skill context, and prevents Codex from interpreting crew commands as generic repository inspection, verification, CI, Gradle, npm, lint, or direct implementation requests.