> First skill of the day. Aligns the day's focus with the week's priorities before the inbox steers things.

> Personal/business context layer. Adapted from AIS-OS (Nate Herk).

**Type:** Privacy incident · forward-state remediation **Status:** Forward state clean. GitHub-cache GC pending. **Owner:** Repository owner

Closed-loop ad performance optimization. Analyzes campaign results, identifies winning creatives by CPA/ROAS, reinforces winning patterns, and triggers regeneration of next creative batch. Use when analyzing ad performance, optimizing campaigns, identifying winning creatives, or running the generate-evaluate-regenerate cycle. Mirrors Eddie's Stage 5 (Self-Improvement Loop).

Autonomous competitor ad intelligence. Scrapes competitor ads from Meta Ad Library and other platforms, transcribes video ads, extracts hooks/angles/structure, and produces a full competitive intel dump. Use when researching competitor ads, analyzing ad creative strategies, building competitive ad intelligence, or preparing for ad script generation. Mirrors Eddie's Stage 1 (Competitor Intelligence).

Generate 100+ ad script variations from competitor intelligence. Takes ad-research output, rewrites competitor angles in brand voice, multiplies across ICPs, and produces production-ready scripts for UGC creators and AI video (Arcads). Use when creating ad scripts, generating creative variations, writing ad copy at scale, or building a creative testing pipeline. Mirrors Eddie's Stage 3 (Script Generation).

Universal anti-AI slop filter applied to ALL written output. Bans AI-overused words, enforces human tone, prevents generic marketing-blog copy. Use when generating any text content — docs, scripts, emails, PRDs, reports, commit messages, or any prose. Always active as a quality gate on written output.

API testing with Bruno, Schemathesis, Hypothesis property-based testing, and OpenAPI validation for REST APIs

Automated technology trend scanning and architecture pattern extraction for the Engineering department. Monitors open-source trends, framework releases, and architecture patterns. Evaluates applicability to orchestrator stack, produces adoption recommendations, and feeds the engineering self-improvement loop. Use when evaluating new technologies, scanning for architecture patterns, planning tech radar updates, or running the engineering UAOP pipeline.

Connects Aster DEX market data to TimesFM forecasting. Pulls klines via Aster MCP, feeds price/volume series to TimesFM for zero-shot crypto price forecasting with quantile intervals. Use for trading signal generation and risk assessment.

Aster DEX trading skill for futures, spot, and market data via MCP tools

An AI-driven methodology where you iteratively modify a single target, evaluate changes against an objective scoring function, and compound improvements. Based on Karpathy's autoresearch pattern, proven on 103 experiments achieving 7.6x score improvement.

Elite B2C iOS subscription app strategist. Runs full idea validation, MVP planning, App Store launch, and 5-channel marketing using the Ernesto Lopez playbook (12 apps, $73k MRR). Invoke when user says brainstorm storm, validate this idea, build strategy, analyze app, or wants to build a B2C app.

Core BMAD Method orchestrator and workflow manager

Hexagonal/Clean Architecture patterns for Python with ports-and-adapters, DDD, repository pattern, and dependency injection

Docker image hardening, rootless containers, K8s security contexts, network policies, pod security standards, and OPA/Gatekeeper policies

Measure and optimize token overhead across agents, skills, MCP servers, and CLAUDE.md. Identifies bloated components and produces prioritized savings recommendations.

> "The mind reasons; the system enforces." > Adapted from the CoreMind orchestrator — singleton orchestrator with exclusive decision authority.

Brainstorming and research automation specialist

Automated documentation coverage analysis and gap detection for the Documentation department. Scans codebase for undocumented APIs, stale docs, missing examples, and knowledge graph gaps. Produces prioritized documentation targets. Use when auditing doc coverage, finding undocumented code, planning doc sprints, or running the documentation UAOP pipeline.