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Categories: Research

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GitHub

python-json

lawless-m

UTF-8 JSON file I/O utilities to avoid Windows encoding issues (CP-1252 vs UTF-8)

GitHub

boofuzz

lawless-m

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...

GitHub

image-files

lawless-m

Image manipulation using ImageMagick command-line tools for resizing, converting, optimizing, and batch processing

GitHub

whisper-transcription

lawless-m

Audio transcription using local whisper.cpp server with CUDA acceleration. HTTP API for speech-to-text conversion.

GitHub

elasticsearch

lawless-m

Elasticsearch 5.2 operations using HTTP API - searching, indexing, bulk operations, scroll API, and alias management

GitHub

automated-test-fix-loop

lawless-m

Pattern for automated testing with GitHub issue creation and Claude Code auto-fixing. Creates Test → Fail → Issue → Fix → Repeat cycle until tests pass.

GitHub

csharpener

lawless-m

C# static analysis tool for call graphs, unused code detection, impact analysis, HTML documentation generation, and Graphviz diagram export

GitHub

creating-skills

lawless-m

Guide for creating Claude Code skill documents with YAML frontmatter, instructions, examples, and reference implementations

GitHub

vram-gpu-oom

lawless-m

GPU VRAM management patterns for sharing memory across services (Ollama, Whisper, ComfyUI). OOM retry logic, auto-unload on idle, and service signaling protocol.

GitHub

parquet-files

lawless-m

This describes how to create Parquet files in C#, including updating and multi threaded creation

GitHub

rust

lawless-m

Rust development patterns, project setup, CLI/TUI applications, error handling, and system integration

GitHub

blog-management

lawless-m

Managing Cyril's Workshop blog posts and devblog via API - creating, editing, publishing, and updating content programmatically

GitHub

browserbridge

lawless-m

Real-time browser debugging and interaction via WebSocket bridge server on localhost:3141

GitHub

qwen-ollama

lawless-m

Using Qwen 2.5 models via Ollama for local LLM inference, text analysis, and AI-powered automation

GitHub

ui-refactor

LovroPodobnik

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...

GitHub

llm-council

gcpdev

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...

GitHub

model-steering

ndif-team

Control model behavior through persistent edits and steering interventions. Use when modifying model outputs, applying steering vectors, or creating persistently modified model versions.

GitHub

causal-tracing

ndif-team

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...

GitHub

attribution-patching

ndif-team

Gradient-based approximation to activation patching for scalable circuit analysis. Use when activation patching is too slow or when analyzing many components simultaneously.

GitHub

activation-patching

ndif-team

Causal intervention via activation patching to identify important model components. Use when determining which layers, heads, or positions are causally responsible for model behavior.

GitHub

nnsight-basics

ndif-team

Core nnsight concepts for neural network interpretability. Use when setting up models, tracing activations, saving values, or making basic interventions on model internals.

The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.

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