Research

Log experiment metrics, parameters, and artifacts using MLflow Python API. Query and analyze runs with DataFrame operations. Use when user mentions "log backtest", "MLflow metrics", "experiment tracking", "log parameters", "search runs", "MLflow query", or needs to record strategy performance.

Diagnose research quality and guide systematic query expansion. Use when starting research on any topic, when stuck in research, or when unsure if research is complete.

Write technical blog posts with source code analysis OR doc-driven research. Use when user wants to explain system internals, architecture, implementation details, or technical concepts with citations.

Analyze conversation history to identify patterns, signals, and behaviors. Use when analyzing conversations, finding patterns in chat, identifying what went well/wrong, scanning for frustration, success, workflow transitions, or user preferences. Triggers on analyze, pattern(s), signal(s), conversation analysis, or `--analyze-conversation`.

Standard multi-source verification search strategy for moderate complexity research. 2-iteration workflow with source ranking, consensus identification, and citation transparency. Use for feature comparisons, moderate complexity topics, fact-checking. Keywords: compare, differences, features, fact-check, verify, what are.

Network protocol analyzer and packet capture tool for traffic analysis, security investigations, and forensic examination using Wireshark's command-line interface. Use when: (1) Analyzing network traffic for security incidents and malware detection, (2) Capturing and filtering packets for forensic analysis, (3) Extracting credentials and sensitive data from network captures, (4) Investigating network anomalies and attack patterns, (5) Validating encryption and security controls, (6) Performing protocol analysis for vulnerability research.

Comprehensive guide for creating and managing MkDocs documentation projects with Material theme. Includes official CLI command reference with complete parameters and arguments, and mkdocs.yml configuration reference with all available settings and valid values. Use when working with MkDocs projects including site initialization, mkdocs.yml configuration, Material theme customization, plugin integration, or building static documentation sites from Markdown files.

Research and generate Azure deployment guide with EasyAuth (Google + Facebook) and CosmosDB. This skill searches for current documentation and screenshots to produce an up-to-date setup guide at .docs/azure-setup-guide.md.

Research and synthesize information about {{TOPIC}}. Use when {{TRIGGER_CONTEXTS}}. Produces {{OUTPUT_FORMAT}} with citations.

Qwen PQN Research Coordinator

Fetch code from GitHub repositories as LLM-friendly context. Use when needing to reference, analyze, or understand code from a GitHub repo/directory/file.

Generate interactive HTML presentations with neobrutalism styling, ASCII art decorations, and Agency brand colors. Outputs HTML (interactive with navigation), PNG (individual slides via Playwright), and PDF. References brand-agency skill for colors and typography. Use when creating presentations, slide decks, pitch materials, or visual summaries.

Detect available CLI tools, select optimal tool for tasks, research alternatives when tools underperform. Use when choosing between CLI tools, tool seems slow or limited, need to search/view/process files, checking available tooling.

Extracts and organizes MQL5 articles and documentation. Use when researching MQL5 features, MetaTrader API documentation, Python MT5 integration, or algorithmic trading resources.

Formats git commit messages following Conventional Commits and respects user's attribution preferences from CLAUDE.md

Thermite game design process skill. Use when: running design sessions, generating design artifacts, updating decision logs, working on the thermite project, simulating creative team discussions, or when user mentions 'thermite', 'design session', 'creative team', 'retreat', or references the Bomberman/Tarkov extraction game concept. Provides structured artifact generation, decision tracking, and multi-persona design simulation.

Build Text User Interface (TUI) applications using the Textual Python framework (v0.86.0+). Use when creating terminal-based applications, prototyping card games or interactive CLIs, or when the user mentions Textual, TUI, or terminal UI. Includes comprehensive reference documentation, card game starter template, and styling guides.

Resolve NixOS issues using research and sequential thinking

iOS 26 Liquid Glass API reference for SwiftUI and UIKit. Use this skill when working with glassEffect, GlassEffectContainer, glassEffectID, glassEffectUnion, or any Liquid Glass related code on iOS 26+.

Reference for asciinema v3 NDJSON format. TRIGGERS - cast format, asciicast spec, event codes, cast header, cast structure, parse cast file. Use when understanding or parsing .cast files.