vasilyu1983/ai-agents-public

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foundations-control-theory Control-theory primitives for PID, MPC, Kalman, stability, anti-windup, dead-time, breakers, and limits. Use when tun…

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foundations-cybernetics-vsm Applies Beer's VSM and Ashby's Law to diagnose org or agent-system viability. Use when a team or agent hierarchy has …

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foundations-decision-theory Decision-theory primitives for uncertain choices, utility, Bayesian decisions, regret, value of information, MCDA, op…

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foundations-distributed-systems Distributed-systems primitives for CAP/PACELC, FLP, Paxos, Raft, clocks, CRDTs, leases, quorums, and broadcast protoc…

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foundations-game-theory Game-theory primitives for strategic decision systems, auctions, mechanism design, incentives, attribution, negotiati…

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foundations-grounding-communication Grounding-theory primitives for human-AI and agent handoffs, common ground, acceptance evidence, repair, and ambiguit…

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foundations-information-theory Information-theory primitives for AI systems, entropy, mutual information, KL, compression, channel limits, MDL, bott…

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foundations-network-science Network-science primitives for graph systems, centrality, PageRank, communities, contagion, link prediction, and temp…

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foundations-queueing-theory Applies queueing theory (Little's Law, M/M/c, Erlang, Kingman, USL) to capacity and latency decisions. Use when load …

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foundations-reliability-theory Reliability-theory primitives for MTBF/MTTR, availability, hazards, FMEA, redundancy, error budgets, Weibull analysis…

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foundations-team-theory Team-theory primitives for cooperative multi-agent decisions, subagent allocation, communication value, Dec-POMDPs, a…

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foundations-theory-of-constraints Theory of Constraints primitives for focusing steps, drum-buffer-rope, throughput accounting, critical chain, and pol…

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gamedev-godot Creates Godot games from empty project to exported build. Use when starting, building, validating, or shipping a Godo…

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ops-cost-optimization Audits SaaS/PaaS, cloud commitment, and AI/LLM costs across Vercel, Supabase, AWS, and Cloudflare. Use when analyzing…

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ops-incident-response Guides incident response from detection through postmortem. Use when designing on-call runbooks, triaging production …

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qa-persona-testing Tests apps as an ICP persona through browser automation and reports friction, fixes, and risks. Use when running pers…

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qa-security-testing Builds automated security testing pipelines for SAST, DAST, SCA, secret scanning, and containers. Use when integratin…

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qa-testing-accessibility Builds accessibility testing workflows for WCAG 2.2 audits and CI gates. Use when adding axe-core or Lighthouse check…

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qa-testing-performance Designs performance and load testing for web, API, and backend systems. Use when setting budgets, profiling bottlenec…

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research-arxiv-scout Discovers and triages recent arXiv papers for AI/ML, agents, and software/QA. Use when scouting categories, arXiv IDs…

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research-git Scans public GitHub repos for agent skills, dev practices, and code patterns. Use when enriching skills, setting team…

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research-scout Mines academic papers, research blogs, and curator newsletters for stealable methods and frameworks. Use when scannin…

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software-accessibility Implements accessibility fixes in code. Use when remediating semantic HTML, ARIA, focus, keyboard support, or screen-…

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software-ai-integration Applies production AI integration patterns for chat, structured output, guardrails, provider routing, and AI UX. Use …

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software-android-design Designs and audits native Android interfaces. Use when reviewing Compose layout, typography, color, motion, or adapti…

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software-android-native Guides native Android development with Kotlin, Jetpack Compose, and Views interop. Use when building, rewriting, or r…

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software-android-runtime-debugging Build/install/launch proof, ANR/jank/memory triage, and stale-build debugging for native Android apps. Use when runti…

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software-baas-platforms Chooses managed backend platforms such as Supabase, Convex, and Firebase. Use when comparing database, auth, realtime…

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software-cloudflare-wrangler Guides Cloudflare Wrangler CLI usage for Workers, bindings, deploys, local dev, and config. Use when running or revie…

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software-database-design Designs database schemas, migrations, and data models for PostgreSQL, MySQL, MongoDB, and Redis. Use when planning ta…

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software-desktop Guides cross-platform and native desktop development with Electron, Tauri, Flutter Desktop, MAUI, and platform-native…

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software-devtools Designs developer tools, SDKs, CLIs, IDE extensions, and code generators. Use when shaping DX, typed clients, code ge…

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software-ios-ai-engine Design local AI engines for iOS. Use when wiring Apple Foundation Models, local classifiers, extraction, summarizatio…

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software-ios-design Designs and audits native iOS interfaces. Use when reviewing or refining SwiftUI layout, typography, Liquid Glass, na…

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software-ios-native Guides native iOS with Swift, SwiftUI, UIKit interop, concurrency, and persistence. Use when building or reviewing iP…

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software-ios-runtime-debugging Proves iOS build/install/launch truth and triages hangs, crashes, jank, memory kills, and stale builds. Use when simu…

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software-paas-hosting Chooses PaaS compute hosting for apps, agents, bots, APIs, and workers. Use when picking Vercel, Fly.io, Railway, Ren…

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software-realtime Designs real-time and collaborative systems. Use when building chat, live dashboards, collaborative editing, notifica…

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software-workflow-automation Designs workflow automation with n8n, Langflow, Temporal, and Trigger.dev. Use when choosing automation platforms, du…

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