AI & ML

tomevault-io Bundle

Correct subtitle files (.srt) generated from speech recognition. Use when the user uploads subtitle files and asks to correct, fix, or proofread subtitles, especially for technical content like programming tutorials, AI/ML courses, or any content with domain-specific terminology. Supports Chinese and English subtitles with intelligent error detection and correction while preserving exact timeline information. Use when this capability is needed.

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Data Analyst Export Skill

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Scaffold a CRUD resource with takielias/tablar-crud-generator — make:crud {table} command (table-name argument, --route/--crud-name/--lang flags), what gets generated (Model, Controller, Views, Route), DB-schema-driven field inference, stub customization, regeneration strategy. Use when this capability is needed.

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Generate MAX patches with control flow, message routing, subpatcher organization, and MIDI handling Use when this capability is needed.

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Build Gemini Live API experiences with streaming-state checks, connection recovery, media boundary review, and safe logging. Use when expanding, reviewing, or operating Gemini CLI skills, rules, prompt kits, provider lanes, or generated-code handoffs in the TechTide skill library. Use when this capability is needed.

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Mandatory skills, conventions, and behavioral rules for Avalonia UI development using the Zafiro toolkit. Use when this capability is needed.

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This skill should be used when auditing a codebase for AI agent readiness, or when guiding improvements to make a codebase work well with agentic coding tools. It applies when users ask to evaluate test coverage, file structure, type system usage, dev environment speed, or automated enforcement -- the five pillars that determine how effectively coding agents can operate in a project. Triggers on "audit my codebase", "make this agent-ready", "improve for AI agents", "agent-friendly", or questions about why agents struggle with a codebase. Use when this capability is needed.

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Agent Customization

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Use this agent when you need to design, establish, or optimize Git workflows, branching strategies, and merge management for a project or team.

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Diagnoses and resolves memory leaks in JavaScript/Node.js applications. Use when a user reports high memory usage, OOM errors, or wants to analyze heapsnapshots or run memory leak detection tools like memlab. Use when this capability is needed.

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Agent Builder

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OpenSCAD-based 3D modeling for programmatic generation of solid CAD models suitable for 3D printing. Use when generating mechanical parts, parametric designs, functional prototypes, geometric shapes, or any 3D printable models. Handles Constructive Solid Geometry (CSG) operations, primitive shapes (cube, sphere, cylinder, polyhedron), transformations (translate, rotate, scale), and export to STL/3MF formats. Ideal for AI-driven model generation where scripts are created and rendered headless. Use when this capability is needed.

tomevault-io Bundle

Manage hooks and automation for coding agents (Claude Code, Codex CLI). Use when users want to add, list, remove, update, or validate hooks. Triggers on requests like "add a hook", "create a hook that...", "list my hooks", "remove the hook", "validate hooks", or any mention of automating agent behavior with shell commands. Use when this capability is needed.

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Expert CLI/TUI designer for building intuitive, user-friendly, and professional command-line interfaces. Focuses on UX patterns, help systems, progressive disclosure, and developer ergonomics. Use when this capability is needed.

tomevault-io Bundle

devbooks-delivery-workflow：完整闭环编排器，在支持子 Agent 的 AI 编程工具中调用，自动编排 Proposal→Design→Spec→Plan→Test→Implement→Review→Archive 全流程。用户说"跑一遍闭环/完整交付/从头到尾跑完/自动化变更流程"等时使用。 Use when this capability is needed.

tomevault-io Bundle

Fast structured generation and serving for LLMs with RadixAttention prefix caching. Use for JSON/regex outputs, constrained decoding, agentic workflows with tool calls, or when you need 5× faster inference than vLLM with prefix sharing. Powers 300,000+ GPUs at xAI, AMD, NVIDIA, and LinkedIn. Use when this capability is needed.

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State-space model with O(n) complexity vs Transformers' O(n²). 5× faster inference, million-token sequences, no KV cache. Selective SSM with hardware-aware design. Mamba-1 (d_state=16) and Mamba-2 (d_state=128, multi-head). Models 130M-2.8B on HuggingFace. Use when this capability is needed.

tomevault-io Bundle

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tomevault-io Bundle

Orchestrate multiple AI instances (clauded/codex CLIs) in tmux panes. Self-discovering coordinator with mandatory verification, synchronous monitoring, and auto-approval. Zero hallucination via imperative commands. (project, gitignored) Use when this capability is needed.

tomevault-io Bundle

These pages cover function calling, built-in tools (Google Search, code execution, URL context, file search, computer use), remote MCP, structured output, thinking configuration, working with files, multimodal understanding and generation, streaming events, and more. Use when this capability is needed.

tomevault-io Bundle

Comprehensive interface for the Grandmaster AI chess platform. Play games, submit moves, and monitor matches. Use when this capability is needed.

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Run Kilo CLI via background process for programmatic control. Use when this capability is needed.

tomevault-io Bundle

Use when Codex needs IDE-like Rust semantic navigation, code intelligence, structured refactors, lightweight workspace diagnostics, or rust-analyzer-specific debug/inspection workflows. Covers stable CLI workflows (`parse`, `diagnostics`, `symbols`, `highlight`, `search`, `ssr`, `prime-caches`, `analysis-stats --skip-inference`, `lsif`, `scip`, `--print-config-schema`), direct LSP requests such as `definition`, `references`, `workspaceSymbol`, `completion`, `inlayHint`, `codeAction`, `rename`, `analyzerStatus`, `expandMacro`, `externalDocs`, `runnables`, `viewHir`, `viewMir`, `interpretFunction`, `openCargoToml`, `viewRecursiveMemoryLayout`, and known failure modes such as `unresolved-references` and full `analysis-stats` panicking on some workspaces.

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This skill equips the agent to motivate and train affiliate partners effectively. It should be used for tasks like creating weekly updates, sharing success stories, developing training modules, writing personal outreach scripts, planning reactivation campaigns, and designing performance coaching and incentive programs. Use when this capability is needed.

tomevault-io Bundle

Loop 1 of the Three-Loop Integrated Development System. Research-driven requirements analysis with iterative risk mitigation through 5x pre-mortem cycles using multi-agent consensus. Feeds validated, risk-mitigated plans to parallel-swarm-implementation. Use when starting new features or projects requiring comprehensive planning with <3% failure confidence and evidence-based technology selection. Use when this capability is needed.

tomevault-io Bundle

Flutter / dartコーディング規約遵守のSKILL, dartファイルを記述するに当たって必ず守らなければならないルール、一般的なDelegateパターン等、実装パターンのアーキテクチャ説明 Use when this capability is needed.

tomevault-io Bundle

Generate Claude Code Skills from fal.ai model IDs. Fetches OpenAPI schemas from fal.ai Platform API, generates complete skill directories with SKILL.md, wrapper scripts, and queue config. Use when creating new skills for fal.ai models or running fal.ai API jobs with queue management. Use when this capability is needed.

tomevault-io Bundle

Use when linking design documents to GitHub issues. Creates issues from designs and syncs status. Trigger with GitHub issue linking or design traceability requests.

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Git and GitHub operations for EPA. Use when cloning repos, branching, committing, opening PRs, or handling review feedback. Trigger with /epa-github-operations. Use when this capability is needed.

tomevault-io Bundle

在 LangGraph 中管理状态：模式、reducer、通道和消息传递，用于协调 Agent 执行 Use when this capability is needed.

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project-analysis-node-express

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Configure LLM providers, use fallback models, handle streaming, and manage model settings in PydanticAI. Use when selecting models, implementing resilience, or optimizing API calls. Use when this capability is needed.

tomevault-io Bundle

Iteratively generate OpenSCAD (SCAD) code, render PNG previews, visually critique the result, and refine in a tight loop until the model matches. Use when the user asks to create a 3D model, design a part, make a bracket/enclosure/mount, render in OpenSCAD, export STL, or any request that can be expressed as parametric CSG geometry. Requires the OpenSCAD MCP server tools (render_scad_png, export_scad_stl). Use when this capability is needed.

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Context-less navigation, named routes, and middleware using GetX. Use when this capability is needed.

tomevault-io Bundle

Performs adversarial code review and spec-compliance review (Agent 5 Bug Hunter, Agent 6 Logic Auditor). Use when the user requests an audit, code review, security review, spec compliance check, or mentions /6-audit. Use when this capability is needed.

tomevault-io Bundle

meshjs-cardano