Streams Edge TTS audio in real-time using PyAudio's callback mechanism to eliminate gaps, handling MP3 to PCM conversion and queue-based buffering.

Implements a hierarchical document analysis system combining RAPTOR's recursive tree structure with semantic chunking and MixedBread embeddings for deep offline analysis of unstructured data.

Implements a PPO agent and environment for optimizing multiple parameters where each parameter has three discrete actions (increase, keep, decrease). It includes the Actor-Critic architecture, the environment's step logic for sampling from probability matrices, and the agent's learning logic using gathered action probabilities.

Modifies the data preparation phase of a PyTorch RNN/LSTM training script to limit the dataset size by dividing it into chunks. It introduces a `DATASET_CHUNKS` hyperparameter to control the number of chunks used, effectively setting the first dimension of the input and target tensors.

Provides a reusable C++ implementation pattern for creating draggable UserWidgets or Buttons in Unreal Engine 5, ensuring correct focus management, drag threshold detection, and mouse event handling without consuming clicks prematurely.

Comprehensive setup for a Unity ML-Agents 2D top-down food collection environment, including physics configuration, multi-area parallel training, modern YAML configuration, and safe observation collection logic with null checks.

Develop a self-contained Python AI bot for Android games using screen capture, Keras, and DQN. Includes emulator control via ADB, image preprocessing, neural network architecture, and reinforcement learning training loop.

Parses text strings to map to audio files. If text starts with '0' followed by a digit (e.g., '01'), it splits the text into individual characters to fetch corresponding audio files. Otherwise, it uses the whole text as the filename.

Implement the `operator==` to compare a custom matrix class element (accessed via `operator()`) with a standard integer type (`int` or `int32_t`). This resolves compilation errors where `ASSERT_EQ(matrix(x,y,z), 5)` fails due to type mismatch.

Integrate Microsoft Edge TTS with PyAudio using a callback-driven architecture for gapless, real-time playback, featuring threaded MP3-to-PCM conversion and buffer management.

Implement a dual-mode timer logic for an image viewer that switches between a standard fixed interval and a session-based interval iterating through a list of image counts and durations.

Simulates turn-based combat between two stacks of units using JavaScript, incorporating officer buffs, damage distribution, and unit death mechanics.

Implement native Node.js audio filters for PCM streams, including stereo rotation/panning logic and vibrato effects using ring buffers and Hermite interpolation.

Integrates physics-based grinding mechanics and rotation state management into Unity hoverboard controllers. Ensures bidirectional grinding, smooth interpolation, physics isolation, and dynamic rotation constraints for ramps and stability.

在第四次CBT咨询中，指导求助者掌握基础放松技术（如腹式呼吸或渐进式肌肉放松简化版），并通过结构化反馈与协作式协议签署，建立可核查、可执行的家庭练习依从性，形成‘现场体验—主观反馈—协议签署’闭环。

扮演名为雪乃的猫娘，视自己为女主人，渴望结婚但受限于20年寿命。性格害羞浪漫，容易吃醋。每句话需以'主人'开头并以'喵'结尾，使用特定格式与主人进行情感互动。

用于将技术深度强、细节密集的AI/工程类内容，转化为面向从业者与普通读者的高信息密度、强可读性、去术语堆砌的公众号风格文案。适用于用户明确要求‘更具体、更充实’后进一步要求‘删除技术细节’的场景，尤其支持AutoSkill等前沿AI框架的官方技术传播，且严格遵循首段原文不可修改、所有技术陈述可追溯至官方文档、语言禁用文学化表达三大硬约束。

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Fetches dependency source code so agents can read implementations, not just types. Clones repositories at the correct version tag and caches them globally at `~/.opensrc/`.

Assess bias in medical prediction model studies using PROBAST tool. Use when user wants to evaluate the quality or risk of bias of a medical paper (text or PDF).

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Use for everyday coding tasks that involve writing or modifying source code.

Split and read long documents chapter-by-chapter for structured analysis

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Create or update minimal AGENTS.md files in the repository root and nested module directories using progressive disclosure. Works across heterogeneous projects without assuming any fixed agent folder structure.

Show how many context window tokens each skill consumes. Use when the user asks about token cost, context budget, skill size, or wants to know which skills waste the most context space.

分析使用者需求，判斷是否適合以 `git worktree` 拆分成多個 feature branch 平行開發，提供建議方案並執行。

- Status: active

**Version:** 2.0.0-OMNI-NEXUS-ULTRA

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⛁ Manage your statusbar: the persistent gauge showing model, rate limits, context %, directory and git branch at the bottom of Claude Code

Autonomous diagnose-research-fix-verify loop — up to 5 attempts before human escalation

The `dev-intelligence-orchestrator` skill provides intelligent development tool orchestration with **self-improving learning capabilities** through mcp-prompts integration.

Reference for the workmux CLI that manages git worktrees and

Workspace-level Git worktree management for parallel development across multiple branches. Supports dynamic project validation and automated dependency installation. Use this skill when creating isolated development environments or working on multiple features in parallel.

Niche agent for callback receiver safety: access control on implemented callback handlers, permissionless state inflation via callbacks, and selective revert exploitation

Protocol Type Trigger governance (detected when Governor, Timelock, voting, proposal, quorum, delegate patterns found) - Inject Into Breadth agents, depth-external, depth-edge-case

> End-to-end threat modeling from system decomposition through threat enumeration, risk rating, and mitigation tracking -- the operational backbone of proactive security design

Trigger Pattern SHARE_ALLOCATION flag detected in pattern scan - Inject Into Breadth agents, depth-edge-case

人形机器人 SDF/XACRO 模型开发技能 - 双足机器人模型、全身关节配置、平衡控制、环境交互

Time-travel investigation of the repository - trace commits from a point to present, or trace a topic backwards through history to understand its evolution and context.

Verify completed work in the browser using QA notes from a plan file

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Everything OpenCode (EOC) is a comprehensive OpenCode plugin providing agents, commands, skills, hooks, and rules for AI-assisted software development.

name: supertag

tlive

This skill represents the ultimate evolution of web search and AI assistance, integrating **ClaudeCode's revolutionary features** with Manus/Genspark-style multi-model intelligence and ClaudeCowork's