Security report aggregation. USE WHEN annual reports, security reports, threat reports.

Aphorism management. USE WHEN aphorism, quote, saying. SkillSearch('aphorisms') for docs.

Social media scraping, business data, e-commerce via Apify actors. USE WHEN Twitter, Instagram, LinkedIn, TikTok, YouTube, Facebook, Google Maps, Amazon scraping.

Progressive URL scraping. USE WHEN Bright Data, scrape URL, web scraping tiers. SkillSearch('brightdata') for docs.

**Purpose:** Restructure an existing skill to match the canonical format with proper naming conventions.

Create a new skill following the canonical structure with proper TitleCase naming.

Document processing. USE WHEN document, process file. SkillSearch('documents') for docs.

Dynamic wisdom extraction that adapts sections to content. USE WHEN extract wisdom, analyze video, analyze podcast, extract insights, what's interesting, extract from YouTube, what did I miss, key takeaways. Replaces static extract_wisdom with content-adaptive extraction.

First principles analysis. USE WHEN first principles, fundamental, root cause, decompose. SkillSearch('firstprinciples') for docs.

Multi-angle iterative exploration for deeper ISC extraction. USE WHEN iterative depth, deep exploration, multi-angle analysis, explore deeper, multiple perspectives on problem, examine from angles, OR when the Algorithm's OBSERVE phase needs enhanced ISC extraction.

Ethical people-finding. USE WHEN find person, locate, reconnect, people search, skip trace. SkillSearch('privateinvestigator') for docs.

Prompt injection testing. USE WHEN prompt injection, jailbreak, LLM security, AI security assessment, pentest AI application, test chatbot vulnerabilities.

Universal thinking and iteration engine based on the scientific method. USE WHEN user says "think about", "figure out", "try approaches", "experiment with", "test this idea", "iterate on", "improve", "optimize", OR any problem-solving that benefits from structured hypothesis-test-analyze cycles. THE meta-skill that other workflows implement.

**Purpose:** Add workflows or modify an existing skill while maintaining canonical structure and TitleCase naming.

**Purpose:** Check if an existing skill follows the canonical structure with proper TitleCase naming.

Web security assessment. USE WHEN web assessment, pentest, security testing, vulnerability scan. SkillSearch('webassessment') for docs.

A system of 11 persistent world models spanning 6 months to 50 years. Each model is a deep (~10 page) analysis of geopolitics, technology, economics, society, environment, security, and wildcards for that time horizon. Ideas, strategies, and investments are tested against ALL horizons simultaneously