Claude Skills by ZDStudios

Stress-test ideas, strategies, and investments across 11 time horizons (6mo-50yr). Update and view world models. USE WHEN threat model, world model, test idea, test strategy, future analysis, test investment, test against future, stress test idea, time horizon analysis, update models, view models, refresh models, model status.

68 US economic indicators from FRED, EIA, Treasury, BLS, Census APIs with trend analysis and cross-metric correlation. Updates Substrate dataset, produces economic overviews. USE WHEN GDP, inflation, unemployment, economic metrics, gas prices, how is the economy, update data, refresh data, get current state, economic overview, FRED, fetch FRED series, generate analysis, update substrate metrics, US metrics, economic trends.

**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.

**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.

**The** PAI system is designed to magnify human capabilities. It is a general problem-solving system that uses the PAI Algorithm. **Nothing escapes the Algorithm. The only variable is depth.** The CapabilityRecommender hook uses AI inference to classify depth. Its classification is **authoritative** — do not override it. | Depth | When | Format | |-------|------|--------| | **FULL** | Any non-trivial work: problem-solving, implementation, design, analysis, thinking | 7 phases with Ideal State...

OSINT and people-finding — structured investigations, company intel, due diligence, and ethical people search across public records and social media. USE WHEN OSINT, due diligence, company intel, background check, find person, locate, people search, reconnect, public records, reverse lookup, social media search, verify identity, domain lookup, entity lookup, organization lookup, company lookup, threat intel.

Visual and video content creation — illustrations, diagrams, mermaid flowcharts, infographics, header images, PAI pack icons, thumbnails, comics, and programmatic video via Remotion. USE WHEN art, header images, visualizations, mermaid, diagrams, flowcharts, infographics, pack icons, video, animation, motion graphics, Remotion, video rendering, YouTube thumbnails, comics, comparisons, frameworks, maps, timelines, taxonomies, stats, aphorisms, recipe cards, annotated screenshots, D3 dashboards...

Comprehensive research and content extraction — quick/standard/extensive/deep modes with multi-agent parallel research, content retrieval, AI trends analysis, and 242+ Fabric patterns. USE WHEN research, do research, quick research, extensive research, deep investigation, find information, investigate, extract alpha, analyze content, retrieve content, use fabric, AI trends, Claude research, enhance content, extract knowledge, interview research, web scraping, YouTube extraction, standard rese...

Web scraping via progressive escalation (Bright Data proxy) and social media platform actors (Apify). USE WHEN scraping, Bright Data, proxy, crawl, scrape URL, Twitter scraping, Instagram scraping, LinkedIn scraping, TikTok scraping, YouTube scraping, Facebook scraping, Google Maps, Amazon scraping, Apify, bot detection, CAPTCHA, spider, four tier scrape, site blocking.

Security assessment and intelligence — network reconnaissance, web app security testing, prompt injection testing, security news monitoring, and annual report analysis. USE WHEN recon, reconnaissance, port scan, subdomain, DNS, WHOIS, ASN, netblock, CIDR, mass scan, path discovery, endpoint discovery, corporate structure, bounty programs, IP recon, domain recon, passive recon, web assessment, OWASP, pentest, threat model, vulnerability analysis, ffuf, Playwright, Gemini analysis, prompt injec...

Life OS and project analysis — goals, dependencies, beliefs, wisdom, books, movies, narrative points, interview extraction, McKinsey reports, and project dashboards. USE WHEN Telos, life goals, projects, dependencies, books, movies, beliefs, wisdom, update TELOS, narrative points, interview extraction, write report, McKinsey report, TELOS report, project analysis, dashboard, n=24.

Multi-mode analytical and creative thinking — first principles decomposition, iterative depth analysis, creative brainstorming, multi-agent council debates, adversarial red teaming, world threat modeling, and scientific hypothesis testing. USE WHEN first principles, decompose, deconstruct, reconstruct, challenge assumptions, iterative depth, multi-angle, deep exploration, be creative, brainstorm, divergent ideas, tree of thoughts, maximum creativity, technical creativity, idea generation, dom...

Stress-test ideas, strategies, and investments across 11 time horizons (6mo-50yr). Update and view world models. USE WHEN threat model, world model, test idea, test strategy, future analysis, test investment, test against future, stress test idea, time horizon analysis, update models, view models, refresh models, model status.

68 US economic indicators from FRED, EIA, Treasury, BLS, Census APIs with trend analysis and cross-metric correlation. Updates Substrate dataset, produces economic overviews. USE WHEN GDP, inflation, unemployment, economic metrics, gas prices, how is the economy, update data, refresh data, get current state, economic overview, FRED, fetch FRED series, generate analysis, update substrate metrics, US metrics, economic trends.

**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.

**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.

**The** PAI system is designed to magnify human capabilities. It is a general problem-solving system that uses the PAI Algorithm. **Nothing escapes the Algorithm. The only variable is depth.** The CapabilityRecommender hook uses AI inference to classify depth. Its classification is **authoritative** — do not override it. | Depth | When | Format | |-------|------|--------| | **FULL** | Any non-trivial work: problem-solving, implementation, design, analysis, thinking | 7 phases with Ideal State...

OSINT and people-finding — structured investigations, company intel, due diligence, and ethical people search across public records and social media. USE WHEN OSINT, due diligence, company intel, background check, find person, locate, people search, reconnect, public records, reverse lookup, social media search, verify identity, domain lookup, entity lookup, organization lookup, company lookup, threat intel.

Visual and video content creation — illustrations, diagrams, mermaid flowcharts, infographics, header images, PAI pack icons, thumbnails, comics, and programmatic video via Remotion. USE WHEN art, header images, visualizations, mermaid, diagrams, flowcharts, infographics, pack icons, video, animation, motion graphics, Remotion, video rendering, YouTube thumbnails, comics, comparisons, frameworks, maps, timelines, taxonomies, stats, aphorisms, recipe cards, annotated screenshots, D3 dashboards...

Comprehensive research and content extraction — quick/standard/extensive/deep modes with multi-agent parallel research, content retrieval, AI trends analysis, and 242+ Fabric patterns. USE WHEN research, do research, quick research, extensive research, deep investigation, find information, investigate, extract alpha, analyze content, retrieve content, use fabric, AI trends, Claude research, enhance content, extract knowledge, interview research, web scraping, YouTube extraction, standard rese...

Web scraping via progressive escalation (Bright Data proxy) and social media platform actors (Apify). USE WHEN scraping, Bright Data, proxy, crawl, scrape URL, Twitter scraping, Instagram scraping, LinkedIn scraping, TikTok scraping, YouTube scraping, Facebook scraping, Google Maps, Amazon scraping, Apify, bot detection, CAPTCHA, spider, four tier scrape, site blocking.

Security assessment and intelligence — network reconnaissance, web app security testing, prompt injection testing, security news monitoring, and annual report analysis. USE WHEN recon, reconnaissance, port scan, subdomain, DNS, WHOIS, ASN, netblock, CIDR, mass scan, path discovery, endpoint discovery, corporate structure, bounty programs, IP recon, domain recon, passive recon, web assessment, OWASP, pentest, threat model, vulnerability analysis, ffuf, Playwright, Gemini analysis, prompt injec...

Life OS and project analysis — goals, dependencies, beliefs, wisdom, books, movies, narrative points, interview extraction, McKinsey reports, and project dashboards. USE WHEN Telos, life goals, projects, dependencies, books, movies, beliefs, wisdom, update TELOS, narrative points, interview extraction, write report, McKinsey report, TELOS report, project analysis, dashboard, n=24.

Multi-mode analytical and creative thinking — first principles decomposition, iterative depth analysis, creative brainstorming, multi-agent council debates, adversarial red teaming, world threat modeling, and scientific hypothesis testing. USE WHEN first principles, decompose, deconstruct, reconstruct, challenge assumptions, iterative depth, multi-angle, deep exploration, be creative, brainstorm, divergent ideas, tree of thoughts, maximum creativity, technical creativity, idea generation, dom...

Stress-test ideas, strategies, and investments across 11 time horizons (6mo-50yr). Update and view world models. USE WHEN threat model, world model, test idea, test strategy, future analysis, test investment, test against future, stress test idea, time horizon analysis, update models, view models, refresh models, model status.

68 US economic indicators from FRED, EIA, Treasury, BLS, Census APIs with trend analysis and cross-metric correlation. Updates Substrate dataset, produces economic overviews. USE WHEN GDP, inflation, unemployment, economic metrics, gas prices, how is the economy, update data, refresh data, get current state, economic overview, FRED, fetch FRED series, generate analysis, update substrate metrics, US metrics, economic trends.

**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.

**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.

**The** PAI system is designed to magnify human capabilities. It is a general problem-solving system that uses the PAI Algorithm. **Nothing escapes the Algorithm. The only variable is depth.** The CapabilityRecommender hook uses AI inference to classify depth. Its classification is **authoritative** — do not override it. | Depth | When | Format | |-------|------|--------| | **FULL** | Any non-trivial work: problem-solving, implementation, design, analysis, thinking | 7 phases with Ideal State...

OSINT and people-finding — structured investigations, company intel, due diligence, and ethical people search across public records and social media. USE WHEN OSINT, due diligence, company intel, background check, find person, locate, people search, reconnect, public records, reverse lookup, social media search, verify identity, domain lookup, entity lookup, organization lookup, company lookup, threat intel.

Generate illustrations, technical diagrams, mermaid flowcharts, infographics, header images, thumbnails, comics, and PAI pack icons using multiple rendering backends. USE WHEN art, header images, visualizations, mermaid, flowchart, technical diagram, infographic, PAI icon, pack icon, YouTube thumbnails, ad hoc thumbnails, annotated screenshots, aphorisms, comics, comparisons, D3 dashboards, embossed logo wallpaper, essay illustration, frameworks, maps, recipe cards, remove background, stats, ...

Visual and video content creation — illustrations, diagrams, mermaid flowcharts, infographics, header images, PAI pack icons, thumbnails, comics, and programmatic video via Remotion. USE WHEN art, header images, visualizations, mermaid, diagrams, flowcharts, infographics, pack icons, video, animation, motion graphics, Remotion, video rendering, YouTube thumbnails, comics, comparisons, frameworks, maps, timelines, taxonomies, stats, aphorisms, recipe cards, annotated screenshots, D3 dashboards...

Comprehensive research and content extraction — quick/standard/extensive/deep modes with multi-agent parallel research, content retrieval, AI trends analysis, and 242+ Fabric patterns. USE WHEN research, do research, quick research, extensive research, deep investigation, find information, investigate, extract alpha, analyze content, retrieve content, use fabric, AI trends, Claude research, enhance content, extract knowledge, interview research, web scraping, YouTube extraction, standard rese...

Social media scraping, business data, e-commerce via Apify actors — with auto-update workflow for actor catalog. USE WHEN Twitter, Instagram, LinkedIn, TikTok, YouTube, Facebook, Google Maps, Amazon scraping, Apify, update Apify actors, social media scraping, lead generation, web scraper.

Web scraping via progressive escalation (Bright Data proxy) and social media platform actors (Apify). USE WHEN scraping, Bright Data, proxy, crawl, scrape URL, Twitter scraping, Instagram scraping, LinkedIn scraping, TikTok scraping, YouTube scraping, Facebook scraping, Google Maps, Amazon scraping, Apify, bot detection, CAPTCHA, spider, four tier scrape, site blocking.

Security assessment and intelligence — network reconnaissance, web app security testing, prompt injection testing, security news monitoring, and annual report analysis. USE WHEN recon, reconnaissance, port scan, subdomain, DNS, WHOIS, ASN, netblock, CIDR, mass scan, path discovery, endpoint discovery, corporate structure, bounty programs, IP recon, domain recon, passive recon, web assessment, OWASP, pentest, threat model, vulnerability analysis, ffuf, Playwright, Gemini analysis, prompt injec...

Life OS and project analysis — goals, dependencies, beliefs, wisdom, books, movies, narrative points, interview extraction, McKinsey reports, and project dashboards. USE WHEN Telos, life goals, projects, dependencies, books, movies, beliefs, wisdom, update TELOS, narrative points, interview extraction, write report, McKinsey report, TELOS report, project analysis, dashboard, n=24.

Multi-mode analytical and creative thinking — first principles decomposition, iterative depth analysis, creative brainstorming, multi-agent council debates, adversarial red teaming, world threat modeling, and scientific hypothesis testing. USE WHEN first principles, decompose, deconstruct, reconstruct, challenge assumptions, iterative depth, multi-angle, deep exploration, be creative, brainstorm, divergent ideas, tree of thoughts, maximum creativity, technical creativity, idea generation, dom...

68 US economic indicators from FRED, EIA, Treasury, BLS, Census APIs with trend analysis and cross-metric correlation. Updates Substrate dataset, produces economic overviews. USE WHEN GDP, inflation, unemployment, economic metrics, gas prices, how is the economy, update data, refresh data, get current state, economic overview, FRED, fetch FRED series, generate analysis, update substrate metrics, US metrics, economic trends.

**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.

**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.

Compose CUSTOM agents from Base Traits + Voice + Specialization, and manage predefined functional TEAMS. Traits combine expertise (security, technical, research), personality (skeptical, analytical, enthusiastic), and approach (thorough, rapid, systematic). ComposeAgent.ts merges base + user config, outputs unique prompt + ElevenLabs voice + prosody. Predefined teams: engineering, architecture, marketing, design, security, research, content, strategy — each YAML-configured with roles, tension...