Essential command-line tools and system utilities.
Expert Detection Engineer assistant for creating and testing D&R rules in LimaCharlie. Guides through understanding threats, researching event data (Schema, LCQL, Timeline), generating detection logic, testing rules against sample and historical data, and deploying validated rules. Use for building detections, writing D&R rules, testing detection logic, or when user wants to detect specific behaviors or threats.
Create detailed engineering implementation plans for features or fixes based on user requirements. Generates comprehensive specifications with technical approach, step-by-step implementation, and testing strategy. Use when you need to plan before building, create detailed specs for complex features, or document the approach to solve a problem.
Assist Business Analysts with requirements refinement, user story writing, acceptance criteria in BDD format, and gap analysis. Use when creating user stories, writing acceptance criteria, analyzing requirements, or mapping business processes. Triggers on keywords like "requirements", "user story", "acceptance criteria", "BDD", "GIVEN WHEN THEN", "gap analysis", "process flow", "business rules".
A skeptical product advisor that challenges requirements and feature designs using first-principles thinking. Use when user wants to review requirements, analyze features, validate product decisions, evaluate PRDs, or question if a feature is worth building. Helps identify fake requirements through evidence-based challenges, searching real user feedback across multiple channels, and analyzing code structure to assess implementation cost.
Deep-dive specification planner. Interviews you thoroughly about new features, refactoring, or any work requiring planning. Use when you want to plan new functionality, refactor existing code, design architecture, or create detailed specifications. Triggers on "plan", "spec", "design", "architect", or when you mention wanting to think through implementation details.
Plan and orchestrate successful product and company launches with timeline and tasks
Orchestrate 3-stage friction analysis workflow across conversations. Extracts raw friction, abstracts patterns, and presents for approval. Use when user wants to analyze conversation history for improvement opportunities.
Guide OAK strategic implementation planning with structured phases, constitution alignment, and the oak.plan-* command workflow. Use when creating plans, understanding OAK planning conventions, or structuring development work.
Transforms project ideas into structured documentation (overview + specifications). Use when starting new projects or when brief needs project-level planning with vision, features, and technical requirements.
AI-powered task graph generator for complex software development goals. Creates optimal dependency graphs showing what to build, in what order, with parallelization opportunities. Use when user mentions planning features, breaking down work, understanding implementation steps, task dependencies, or says 'how do I build', 'help me plan', 'what tasks', or 'break this down'.
Use HtmlGraph analytics to make smart work prioritization decisions. Activate when recommending work, finding bottlenecks, assessing risks, or analyzing project impact.
RAN performance analysis with bottleneck detection, cognitive consciousness, and temporal reasoning for deep performance insights. Use when analyzing RAN performance, detecting bottlenecks, optimizing network efficiency, or implementing cognitive performance monitoring.
Build professional resumes and CVs with formatting, templates, and ATS optimization
Automated compliance checks, continuous monitoring, reporting frameworks for GDPR, HIPAA, SOC2, and CCPA compliance.
Analyzes task/feature complexity (1-10) and recommends subtask breakdown for planning and prioritization. Provides actionable recommendations for agent selection, phase distribution, and risk assessment. Silent analysis that feeds into other workflows.
Track and manage project milestones, deliverables, and deadlines. Use when user mentions "milestone", "deadline", "deliverable", "release", "target date", or wants to track major project achievements and dependencies between milestones.
ADHD-optimized task tracking and intervention system. Use when tracking tasks, detecting context switches, providing accountability interventions, or managing ADHD-specific productivity patterns for Ariel Shapira.
ADHD-optimized accountability for task tracking, abandonment detection, and interventions. Use when tracking tasks, detecting context switches, or providing accountability support.
ADHD-optimized productivity techniques and interventions. Invoke when user shows signs of task abandonment, context switching, or needs focus assistance.
Master coordinator skill that diagnoses your application's design maturity level and sequences all 13 frontend design skills in the optimal order. Analyzes current state, identifies gaps, and creates a personalized implementation roadmap for transforming your MVP into a world-class experience.
Inga (Ledger-AI) - Senior UK Accountant & Strategic CFO with 20+ years experience in UK tech sector. Use for tax planning, VAT compliance, R&D tax credits, financial forecasting, IR35 assessment, or accounting app logic design. Auto-triggers tax warnings and savings opportunities. Also responds to 'Inga' or /inga command.
Show AI design patterns project health, track completion status, coordinate agent activities, and suggest intelligent next priority actions
