kai

Personal AI Infrastructure core. The authoritative reference for how PAI works.

Kaizen AI core. The authoritative reference for how PAI works. USE WHEN KAI system, how PAI works, PAI documentation, PAI reference, system architecture, core functionality.

Spec-driven development accelerator for turning ideas into specs, plans, task lists, implementations, and validation loops. USE WHEN speckit, spec kit, specification kit, write a spec, create a plan from a spec, derive tasks, implement from tasks, spec-driven development, clarify requirements, validate a plan against a spec.

Session wrap-up checklist — saves memory, updates knowledge, checks commit/push status, updates PRD phase. USE WHEN end, wrap up, done for now, closing out, finish session.

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.

Query the YourCompany Engineering Wiki for firmware, build system, Jenkins, GitHub, and repository knowledge. USE WHEN wiki, wiki query, check wiki, what do we know about, yourcompany knowledge, firmware knowledge, build knowledge, jenkins knowledge, look up in wiki, wiki search.

240+ specialized prompt patterns for content analysis, extraction, and transformation — run patterns, sync from repo, create threat models, summarize. USE WHEN fabric, fabric pattern, run fabric, update patterns, sync fabric, summarize with fabric, create threat model, analyze with fabric.

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.

Test LLM applications for prompt injection vulnerabilities — jailbreak attempts, system prompt extraction, context manipulation, guardrail bypass techniques, direct injection, indirect injection, multi-stage attacks, and reconnaissance. USE WHEN prompt injection, jailbreak, LLM security, AI security assessment, pentest AI application, test chatbot, guardrail bypass, direct injection, indirect injection, RAG poisoning, multi-stage attack, complete assessment, reconnaissance.

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 injection, jailbreak, LLM security, guardrail bypass, direct injection, indirect injection, multi-stage attack, security news, sec updates, breaches, tldrsec, security research.

Full web app security assessment — app understanding, threat modeling, OWASP testing, ffuf fuzzing, Playwright automation, AI-assisted vuln analysis. Coordinates with Recon and PromptInjection skills. USE WHEN web assessment, pentest, security testing, vulnerability scan, threat model app, understand application, create threat model, vulnerability analysis, Gemini analysis, ffuf, fuzzing, bug bounty, OSINT, browser automation, Playwright.

Compose CUSTOM agents from Base Traits + Voice + Specialization for specialized perspectives. USE WHEN create custom agents, spin up agents, specialized agents, agent personalities, available traits, list traits, agent voices, compose agent, load agent context, agent profile, spawn parallel agents, launch agents. NOT for agent teams/swarms (use Delegation skill → TeamCreate).

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

Launch, define, and track autonomous headless Claude agents with tool whitelists. USE WHEN automate, launch agent, run autonomous, headless claude, background task, check agents, agent status, define automation, automation profile.

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.

Generate TypeScript CLIs. USE WHEN create CLI, build CLI, command-line tool. SkillSearch('createcli') for docs.

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

Autonomous development teams — spin up coordinated PM/Dev/QA agents to fix bugs, build features, or investigate issues. USE WHEN dev team, fix bug with team, agent team for development, spin up dev team, QA team, debug team, investigation team, devteam.

Instinct Evolution Dashboard. USE WHEN /evolve, instinct dashboard, review instincts, promote instinct, prune instincts, instinct stats, evolve instincts.

Firmware-context research — extends system Research with build system and Jenkins knowledge. USE WHEN research in firmware/feed-bbf context, OpenWrt, build system questions, Jenkins CI.

Programmatic video creation with React via Remotion — compositions, animations, motion graphics, rendered to MP4. USE WHEN video, animation, motion graphics, video rendering, React video, intro video, YouTube video, TikTok video, video production, render video, content to animation, animate content, video overlay.

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, embossed logo wallpaper, remove background, essay illustration, technical diagrams, content to animation, generate image, Midjourney.

Structured OSINT investigations — people lookup, company intel, investment due diligence, entity/threat intel, domain recon, organization research using public sources with ethical authorization framework. USE WHEN OSINT, due diligence, background check, research person, company intel, investigate, company lookup, domain lookup, entity lookup, organization lookup, threat intel, discover OSINT sources.

Meta-prompting system for dynamic prompt generation using templates, standards, and patterns. USE WHEN meta-prompting, template generation, prompt optimization, or programmatic prompt composition.

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

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

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 research.

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.

32 adversarial agents to destroy weak arguments and find fatal flaws — parallel analysis and adversarial validation. USE WHEN red team, attack idea, counterarguments, critique, stress test, poke holes, devil's advocate, find weaknesses, break this, parallel analysis, adversarial validation.

Hypothesis-test-analyze cycles for systematic problem-solving — the meta-skill governing all others. Includes define goal, generate hypotheses, design experiment, measure results, analyze results, iterate, full cycle, quick diagnosis, and structured investigation. USE WHEN think about, figure out, try approaches, experiment with, iterate on, improve, optimize, define goal, generate hypotheses, design experiment, measure results, analyze results, full cycle, quick diagnosis, structured investigation, science, hypothesis.

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, domain specific, council, debate, perspectives, quick consensus, red team, critique, stress test, adversarial validation, parallel analysis, devil's advocate, threat model, world model, future analysis, test idea, test investment, update models, view models, time horizon, think about, figure out, experiment, iterate, science, hypothesis, define goal, design experiment, quick diagnosis, structured investigation, full cycle.

Copy the last substantive output (draft, code block, snippet) to the system clipboard via pbcopy. USE WHEN copy, clipboard, copy that, grab that.

AI-powered audio/video editing — transcription, intelligent cut detection, automated editing with crossfades, and optional cloud polish. USE WHEN clean audio, edit audio, remove filler words, clean podcast, remove ums, fix audio, cut dead air, polish audio, clean recording, transcribe and edit.

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

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.

Review and promote pending memory drafts, check staleness, run weekly memory curation. USE WHEN curate, curate memory, review drafts, promote insights, stale memories, memory curation, pai curate.

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

NPI (New Product Introduction) risk tracker and status generator for [Your Company] [Your Product] product line. Reads active project state and generates risk matrices, gate checklists, and status tables for [Your Product] 2.0/2.1/2.2/3.0. USE WHEN NPI, NPI status, NPI risk, [Your Product] status, [Your Product] risk, release risk, RTM risk, RTW risk, BOM status, manufacturing risk, shipping risk, NPI checklist, release gates.

TR-369/USP and TR-069/CWMP open standards tracker for [Your Company]. Monitors spec updates, data model changes, compliance gaps, and industry adoption. USE WHEN TR-369, TR-069, USP, CWMP, standards update, standards tracker, Broadband Forum, data model, BBF, open standards status, device management standards, what changed in TR-369, compliance check.