Claude Skills by ZDStudios

Excel file processing. USE WHEN xlsx, Excel, spreadsheet. SkillSearch('xlsx') for docs.

Agent evaluation framework based on Anthropic's best practices. USE WHEN eval, evaluate, test agent, benchmark, verify behavior, regression test, capability test. Includes three grader types (code-based, model-based, human), transcript capture, pass@k/pass^k metrics, and ALGORITHM integration.

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

Security reconnaissance. USE WHEN recon, reconnaissance, bug bounty, attack surface. SkillSearch('recon') for docs.

Adversarial analysis with 32 agents. USE WHEN red team, attack idea, counterarguments, critique, stress test. SkillSearch('redteam') for docs.

Security news aggregation from tldrsec, no.security, and other sources. USE WHEN security news, security updates, what's new in security, breaches, security research, sec updates. SkillSearch('secupdates') for docs.

Life OS and project analysis. USE WHEN TELOS, life goals, projects, dependencies, books, movies. SkillSearch('telos') for docs.

Voice server management. USE WHEN voice server, TTS server, voice notification, prosody.

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

Dynamic agent composition and management system. USE WHEN user says create custom agents, spin up custom agents, specialized agents, OR asks for agent personalities, available traits, agent voices. Handles custom agent creation, personality assignment, voice mapping, and parallel agent orchestration.

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

Complete visual content system. USE WHEN user wants to create visual content, illustrations, diagrams, OR mentions art, header images, visualizations, mermaid, flowchart, technical diagram, infographic, PAI icon, pack icon, or PAI pack icon.

Debug-first browser automation with always-on visibility. Console logs, network requests, and errors captured by default. USE WHEN browser, screenshot, debug web, verify UI, troubleshoot frontend.

Deploy Cloudflare Workers/Pages. USE WHEN Cloudflare, worker, deploy, Pages, MCP server. SkillSearch('cloudflare') for docs.

Multi-agent debate system. USE WHEN council, debate, perspectives, agents discuss. SkillSearch('council') for docs.

Create and validate skills. USE WHEN create skill, new skill, skill structure, canonicalize. SkillSearch('createskill') 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.

**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.

Word document processing. USE WHEN docx, Word document. SkillSearch('docx') for docs.

PDF processing. USE WHEN pdf, PDF file. SkillSearch('pdf') for docs.

PowerPoint processing. USE WHEN pptx, PowerPoint, slides. SkillSearch('pptx') for docs.

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

Excel file processing. USE WHEN xlsx, Excel, spreadsheet. SkillSearch('xlsx') for docs.

Agent evaluation framework based on Anthropic's best practices. USE WHEN eval, evaluate, test agent, benchmark, verify behavior, regression test, capability test. Includes three grader types (code-based, model-based, human), transcript capture, pass@k/pass^k metrics, and ALGORITHM integration.

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.

Intelligent prompt pattern system with 240+ specialized patterns for content analysis, extraction, and transformation. USE WHEN user says 'use fabric', 'fabric pattern', 'run fabric', 'update fabric', 'update patterns', 'sync fabric', 'extract wisdom', 'summarize with fabric', 'create threat model', 'analyze with fabric', OR any request to apply Fabric patterns to content.

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.

**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...

Extract system improvements from content AND monitor external sources (Anthropic ecosystem, YouTube). USE WHEN upgrade, improve system, system upgrade, analyze for improvements, check Anthropic, Anthropic changes, new Claude features, check YouTube, new videos. SkillSearch('upgrade') for docs.

Parse URLs, files, videos to JSON. USE WHEN parse, extract, URL, transcript, entities, JSON, batch, content, YouTube, PDF, article. SkillSearch('parser') for docs.

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

Security reconnaissance. USE WHEN recon, reconnaissance, bug bounty, attack surface. SkillSearch('recon') for docs.

Adversarial analysis with 32 agents. USE WHEN red team, attack idea, counterarguments, critique, stress test. SkillSearch('redteam') for docs.

Programmatic video creation with React. USE WHEN video, animation, motion graphics, video rendering, React video, intro video, YouTube video, TikTok video, video production, render video.

Comprehensive research, analysis, and content extraction system. USE WHEN user says 'research' (ANY form - this is the MANDATORY trigger), 'do research', 'extensive research', 'quick research', 'minor research', 'research this', 'find information', 'investigate', 'extract wisdom', 'extract alpha', 'analyze content', 'can't get this content', 'use fabric', OR requests any web/content research. Supports three research modes (quick/standard/extensive), deep content analysis, intelligent retrieva...

Security news aggregation from tldrsec, no.security, and other sources. USE WHEN security news, security updates, what's new in security, breaches, security research, sec updates. SkillSearch('secupdates') for docs.

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.

Life OS and project analysis. USE WHEN TELOS, life goals, projects, dependencies, books, movies. SkillSearch('telos') for docs.

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

Persistent world model system across 11 time horizons (6mo→50yr) for adversarial analysis of ideas, strategies, and investments. USE WHEN threat model, world model, test idea, test strategy, future analysis, test investment, how will this hold up, test against future, update world models, view world models, time horizon analysis, adversarial future test, stress test idea.

**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...