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Log Analysis

Analyzes and parses log files to identify patterns, extract errors, and troubleshoot application behavior using advanced filtering and search tools.

Breenix Code Quality Check

Enforces strict code quality standards and pre-commit verification for Breenix kernel development through compiler checks, linting, and log analysis.

Crawl4AI

Scrapes websites, extracts structured data, and automates web data collection pipelines using the Crawl4AI library.

Claude Skill Authoring

Guides developers through the process of creating, structuring, and optimizing high-performance user-facing skills for Claude Code agents.

Skill Creator

Guides the creation of new Claude Code Skills by providing a structured process and best practices.

Agents MD Generator

Generates standardized contributor guides for AI agents by analyzing repository structure and code patterns.

GitHub Subissue Orchestration

Orchestrates hierarchical GitHub issue management by breaking down epics into trackable subissues with native API support and PR coordination.

Code Review

Performs comprehensive, structured code reviews on Git commits by analyzing changes, tracing side effects, and categorizing findings by severity.

GitHub CI Orchestration

Manages GitHub Actions workflows with fail-fast detection, preview URL extraction, and automated workflow retries.

Filesystem

Executes fundamental file system operations including reading, writing, patching, and pattern-based searching within a project workspace.

Kubernetes Operations & Lifecycle

Manages Kubernetes and OpenShift cluster operations, including upgrades, disaster recovery, and node lifecycle maintenance.

OpenShift Popeye Health Analysis

Performs comprehensive OpenShift cluster health diagnostics and security audits using Popeye-inspired detection patterns.

Systematic Review Protocol (PRISMA)

Facilitates high-quality academic literature reviews following the PRISMA standard and PROSPERO protocol guidelines.

Critical Analysis Framework

Evaluates the validity and rigor of research, claims, and logical arguments using a structured eight-phase framework.

Claude Code MCP Configuration

Configures and manages Model Context Protocol (MCP) servers to connect Claude Code with external tools, databases, and APIs.

Web Interface Guidelines Auditor

Audits UI code against professional web design standards, accessibility rules, and UX best practices.

TTRPG Session Prep

Facilitates comprehensive pre-game checklists for Game Masters by auditing NPCs, encounters, and plot continuity.

Campaign Pressure Test

Identifies plot holes, exploits, and unexpected player actions in TTRPG campaigns using an adversarial mindset.

D&D 5e Encounter Balancer

Analyzes combat encounters against party composition to identify TPK risks and ensure balanced gameplay using D&D 5e math.

Test-Driven Development (TDD)

Enforces a strict Red-Green-Refactor workflow to ensure high-quality code through mandatory test-first implementation.

Narrative Continuity Checker

Audits campaign documents and lore to identify plot holes, NPC inconsistencies, and timeline paradoxes.

Business Opportunity Scout

Analyzes and validates business opportunities through quantitative market frameworks and detailed financial modeling.

Claude Code Skills Creator

Guides the creation and optimization of specialized Agent Skills to extend Claude's capabilities with domain-specific workflows and knowledge.

Verification Before Completion

Enforces a mandatory verification protocol requiring empirical evidence before claiming task completion or success.

Mimir DM - D&D Campaign Manager

Manages Dungeons & Dragons 5e campaigns, NPC creation, and world-building through a comprehensive set of MCP tools.

NPC Network Analysis

Maps and analyzes complex relationships between NPCs across factions, locations, and campaign documents to identify key story connections.

AI Agent Contributor Guide Generator

Generates standardized AGENTS.md files that serve as structured contributor guides to help AI agents understand and navigate your codebase.

Claude Code Hooks

Automates development workflows and integrates external tools through event-driven scripts and configuration patterns within Claude Code.

Code Review Reception

Processes code review feedback with technical rigor to ensure high-quality implementations without performative agreement.

Secondbrain Semantic Search Setup

Configures and initializes high-performance semantic search for Secondbrain knowledge bases using the qmd engine.