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python-json
UTF-8 JSON file I/O utilities to avoid Windows encoding issues (CP-1252 vs UTF-8)
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研究与调研 AI 技能
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GitHub
boofuzz
Protocol fuzzer script development using boofuzz framework. Use when creating network protocol fuzzers, defining protocol PDUs (Protocol Data Units), writing mutation-based fuzzing scripts, or contributing to t...
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GitHub
image-files
Image manipulation using ImageMagick command-line tools for resizing, converting, optimizing, and batch processing
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GitHub
whisper-transcription
Audio transcription using local whisper.cpp server with CUDA acceleration. HTTP API for speech-to-text conversion.
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GitHub
elasticsearch
Elasticsearch 5.2 operations using HTTP API - searching, indexing, bulk operations, scroll API, and alias management
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GitHub
duckdb-extensions
Building DuckDB loadable extensions with CMake, FetchContent, and proper metadata handling
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GitHub
automated-test-fix-loop
Pattern for automated testing with GitHub issue creation and Claude Code auto-fixing. Creates Test → Fail → Issue → Fix → Repeat cycle until tests pass.
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GitHub
csharpener
C# static analysis tool for call graphs, unused code detection, impact analysis, HTML documentation generation, and Graphviz diagram export
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GitHub
creating-skills
Guide for creating Claude Code skill documents with YAML frontmatter, instructions, examples, and reference implementations
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GitHub
vram-gpu-oom
GPU VRAM management patterns for sharing memory across services (Ollama, Whisper, ComfyUI). OOM retry logic, auto-unload on idle, and service signaling protocol.
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GitHub
parquet-files
This describes how to create Parquet files in C#, including updating and multi threaded creation
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GitHub
rust
Rust development patterns, project setup, CLI/TUI applications, error handling, and system integration
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GitHub
reverse-proxy-deployment
Deploy web applications behind Apache reverse proxy on rivsprod01 with relative URLs and proper path configuration
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GitHub
blog-management
Managing Cyril's Workshop blog posts and devblog via API - creating, editing, publishing, and updating content programmatically
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GitHub
browserbridge
Real-time browser debugging and interaction via WebSocket bridge server on localhost:3141
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GitHub
qwen-ollama
Using Qwen 2.5 models via Ollama for local LLM inference, text analysis, and AI-powered automation
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GitHub
code-review-assistant
Perform comprehensive code reviews following SOLID principles and best practices
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GitHub
ui-refactor
Tactical user interface design guide for fixing layouts, selecting colors/fonts, and creating professional UIs. Use when the user asks to "make this look better," needs help with CSS/styling decisions, wants to...
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GitHub
llm-council
Multi-LLM collaborative brainstorming and planning. Use when user explicitly requests consultation with multiple AI models (ChatGPT, Gemini, other LLMs) before presenting an implementation plan, or asks to "con...
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GitHub
model-steering
Control model behavior through persistent edits and steering interventions. Use when modifying model outputs, applying steering vectors, or creating persistently modified model versions.
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GitHub
causal-tracing
Causal mediation analysis to identify which model components mediate specific behaviors. Use when investigating how information flows through the network and which neurons or layers are causally responsible for...
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GitHub
attribution-patching
Gradient-based approximation to activation patching for scalable circuit analysis. Use when activation patching is too slow or when analyzing many components simultaneously.
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GitHub
activation-patching
Causal intervention via activation patching to identify important model components. Use when determining which layers, heads, or positions are causally responsible for model behavior.
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GitHub
nnsight-basics
Core nnsight concepts for neural network interpretability. Use when setting up models, tracing activations, saving values, or making basic interventions on model internals.
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默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库，同一仓库的多个技能可能共享相同数值；它反映仓库关注度，不代表单个技能的安装量或质量评分。