lawless-m

Anthropic API rate limit handling - retry logic, backoff, throttling for batch workloads against Claude models

Use when building an automated test → issue → fix loop with Claude Code and GitHub issues — overnight auto-fixing, regression loops, self-healing CI.

Use when creating, editing, publishing, or deleting posts on Cyril's Workshop blog or the steponnopets.net devblog.

Use when writing or contributing a boofuzz network-protocol fuzzer in this repo — layout, formatting rules, and reading results.

Use when a task needs real-time control of a connected browser via the Browser Bridge Broker — submit JS jobs over HTTP that browsers eval and return.

Use when training a character LoRA (Chroma/Flux or Pony/SDXL) on a RunPod GPU and wiring it into the ComfyUI + pony_web render stack.

Use when writing a new skill or revising an existing one — format, trigger descriptions, and what content belongs in a skill.

Use when you need to find unused methods in a C# solution, trace who calls a method, assess removal impact before refactoring, or generate call-graph documentation/diagrams for C# code.

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 the boofuzz project. Covers binary protocol definitions, session management, crash detection, and reporting findings.

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

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

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

JavaScript/TypeScript static analysis tool for call graphs, unused code detection (tree shaking), dependency analysis, and circular dependency detection

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

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

Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui components - not for simple single-file HTML/JSX artifacts.

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

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

RDBMS access patterns for DuckDB, MySQL (keycloak), PostgreSQL (dw, x3rocs), SQL Server (sage1000, x3), and DBISAM (Exportmaster) using ODBC and native drivers

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

Deploy web applications behind Apache reverse proxy on rivsprod01 with relative URLs and proper path configuration

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

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

Rust development patterns for video processing, trait abstractions, error handling, and Linux device interaction

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

RDBMS access patterns for DuckDB, MySQL (keycloak), PostgreSQL (dw, x3rocs), SQL Server (sage1000, x3), and DBISAM (Exportmaster) using ODBC and native drivers

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

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

Add speech-to-text transcription widget to web pages using Whisper server. Creates WhisperWidget JS component that records audio, sends to whisper server, and returns transcribed text. Use when adding voice input to web applications.

Proper git setup and hygiene for new projects. Handles .gitignore creation, staging verification, commit messages, and avoiding common pitfalls like committing build artifacts. Use when starting a new project or when git operations need careful attention.

Implementing Rust CLI/TUI applications from specifications. Handles Cargo setup, module structure, dependency selection, error handling patterns, and system dependency documentation. Use when implementing a new Rust project from scratch or a detailed plan.

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 the boofuzz project. Covers binary protocol definitions, session management, crash detection, and reporting findings.

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 the boofuzz project. Covers binary protocol definitions, session management, crash detection, and reporting findings.

How to create Claude Code skill documents with YAML frontmatter, instructions, examples, and reference material

Oxygen Not Included production chain calculator with SQLite database extracted from decompiled game source

Use when writing a new song lyric for any of the seven bands (Guessed, Laundry, Lucy Might, Purple Dog, The Bell Knows My Name, Coase Guard, Ultracoase). Triggered by requests like "song for Guessed", "another laundry track", "make new song for purple-dog", "another gypsy-emo song", "write me a lucy-might song", "a Coase Guard track", "an Ultracoase song", or a bare theme with no style named (in which case ask which band). This is the only entry point for song requests — the seven style specs are reference files it reads, not separate skills.

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

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

RDBMS access patterns for DuckDB, MySQL (keycloak), PostgreSQL (dw, x3rocs), SQL Server (sage1000, x3), and DBISAM (Exportmaster) using ODBC and native drivers