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ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.

Claude Code CLI commands, flags, headless mode, and automation patterns

Agent hata toleransi ve devre kesici pattern. Ust uste hata yapan agent'i durdur, cooldown uygula, fallback'e gec. Kaskatli hatalari ve sonsuz retry dongularini onler.

GitHub Actions workflow templates, matrix builds, caching, and monorepo CI strategies

GitHub Actions workflow patterns, matrix builds, caching strategies, deployment pipelines, artifact management, and rollback procedures.

Failure injection patterns, blast radius control, steady state hypothesis, and gameday planning for resilience testing.

Traffic splitting, health checks, automated rollback, progressive delivery, and canary analysis for safe deployments.

Redis caching strategies, cache invalidation, write-through/write-behind, TTL management, and cache stampede protection.

Chrome DevTools MCP ile browser debugging. Console, network, performance, DOM analizi.

Voice framework, visual identity standards, color palette management, typography specs, brand consistency

Braintrust tracing for Claude Code - hook architecture, sub-agent correlation, debugging

Analyze Claude Code sessions via Braintrust

Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes.

Azure Functions, Cosmos DB modeling, Service Bus patterns, Bicep templates

Otonom PR yasam dongusu. PR olustur, CI bekle, hata varsa duzelt, review feedback'i uygula, merge'e hazirla. Budget ve zaman limiti ile kontrol altinda tutulan tam otonom PR pipeline'i.

AST-based code search and refactoring via ast-grep MCP

AI art direction system. Claude directs image generation models (Gemini, DALL-E, Flux) via structured prompts. Generate banners, diagrams, logos, screenshots, and social media visuals without leaving the terminal.

API versioning strategies, breaking change detection, deprecation lifecycle, and migration guides

Framer Motion patterns, page transitions, skeleton loading, scroll-linked animations, and gesture-based interactions for React.

Post-implementation cleanup that removes AI-generated bloat while preserving functionality. Runs pass-by-pass with test verification after each pass. Activate after kraken/spark complete a feature, or when a codebase needs hygiene work.

Agentica server + Claude proxy setup - architecture, startup sequence, debugging

Build Python agents with Agentica SDK - @agentic decorator, spawn(), persistence, MCP integration

Write reliable prompts for Agentica/REPL agents that avoid LLM instruction ambiguity

Reference guide for Agentica multi-agent infrastructure APIs

Guide for integrating Agentica SDK with Claude Code CLI proxy

Terminal pet that lives in your statusline. 12 species, 5 stats (DEBUGGING, PATIENCE, CHAOS, WISDOM, SPEED). Reacts to your workflow - happy when tests pass, sad when builds fail, excited during swarm mode. Deterministic species from user ID.

Agent davranis testi ve protokol uyumluluk dogrulamasi. Agent'larin tanimli rollerine uygun davranip davranmadigini assertion-based test'lerle olcer. Personality drift, role violation ve output kalite regresyonu tespit eder.

Agent ve skill dosyalarinin yapisal dogrulamasi. Frontmatter kontrol, naming convention, zorunlu bolum kontrolu, tutarlilik denetimi. Yeni agent/skill eklendiginde veya mevcut dosyalar duzenlediginde otomatik calistirilir.

Framework for measuring and tracking agent response quality over time. Detects regressions before they reach production. Use when evaluating agent changes, auditing quality, or establishing performance baselines.

Steam-style achievement system with XP, levels, streaks, and skill trees. Gamifies the development workflow. 25 achievements across 5 categories.

WCAG 2.2 AA compliance, ARIA patterns, keyboard navigation, screen reader optimization

Preview the provenance receipt (prompts, est. spend, tests run, agent-authored lines) for the current session ledger

Show your personal model-quality trend card (failure rate, edit churn, tokens/task by model version)

Ship a new TestFlight build of the iOS companion (TermioMobile) — resolve the next build number against App Store Connect, archive, sign, export, upload, write the What to Test notes, and distribute. Invoke when the user says 'ship a testflight build', 'update testflight', 'upload to testflight', 'new beta build', 'push the ios app to testers', '发一个 TestFlight', '更新 TestFlight', or '上传测试版'.

Audit and improve SwiftUI runtime performance. Use for requests to diagnose slow rendering, janky scrolling, high CPU/memory usage, excessive view updates, or layout thrash in SwiftUI apps.

Review and fix user-facing copy against termio's voice guide (VOICE.md), scoring each pass and iterating until it holds. Covers UI strings, landing site, docs, release notes, and PR or issue text. Use when the user says 'review this copy', 'does this sound like us', 'check the wording', 'audit the settings text', 'fix this copy', '这段文案看一下', '读起来像不像我们写的', '改改措辞'.

Reviews animation and motion code against a high craft bar derived from Emil Kowalski's design engineering philosophy. Default to flagging; approval is earned.

Pick the right library for a given frontend task from a curated, opinionated list — numbers, OTP inputs, charts, command menus, virtualization, drag and drop, toasts, state, styling, and more. Only runs when explicitly invoked; it does not trigger on its own.

Regenerate the landing site's OG/social card (web/landing/public/og.webp) by rendering a temporary in-app route with the real hero WebGL aurora and screenshotting it with headless Chrome. Invoke when the user says 'regenerate the og image', 'update the og card', 'change the og screenshot/copy', '重新生成 og 图', or edits any copy/screenshot that appears on the social card.

Profile native macOS/iOS apps using Time Profiler via CLI (xctrace). Use when asked to identify performance hotspots, profile CPU usage, or diagnose slow code paths without opening Instruments.

Kill the running termio dev app, rebuild it with SwiftPM, and relaunch it as a foreground app. Invoke when the user says 'rebuild', 'rebuild app', 'restart app', 'relaunch', '重新编译', or '重启 app'.

Turn vague customer or user feedback from pasted text, chat excerpts, or screenshots into a clear, evidence-backed GitHub issue without inventing requirements. Use when the user says 'create an issue for this', 'turn this user request into an issue', 'file this feedback', '用户反馈建 issue', '把这个模糊需求变成 issue', '把这段聊天/截图建成 GitHub issue', or invokes /issue-creator.

Rebuild TermioMobile and install + relaunch it on the connected iPhone (or the booted simulator with 'sim'), pointed at this Mac's companion server. Invoke when the user says 'rebuild ios', 'rebuild the iphone app', 'run on my phone', 'preview on iphone', 'ios rebuild', '重新编译 ios', or '装到手机上'.

Survey a codebase's animation and motion code as a senior motion advisor, then produce a prioritized audit and self-contained implementation plans for other agents (or cheaper models) to execute. Read-only on source code — it plans improvements, it does not apply them. Use when the user asks to "improve the animations", "audit the motion", "make this app feel better", or wants a roadmap of animation fixes rather than a review of a single diff.

Search a codebase or UI for places that don't animate but should, and reject everything that shouldn't. Read-only; it proposes motion with exact values, it does not implement it. Use when the user asks "what could be animated here?" or wants to "make this feel more alive". For fixing existing animations, use improve-animations or review-animations instead.

This skill encodes Emil Kowalski's philosophy on UI polish, component design, animation decisions, and the invisible details that make software feel great.

Cut dead code and over-long comments from termio's Swift, verifying every deletion against a build. Knows this repo's real failure mode (essay-length doc comments, not restated-code slop) and periphery's four known false-positive shapes. Invoke when the user says 'clean dead code', 'clean up the comments', 'the comments are too long', 'remove unused code', 'tighten this file', '清理死代码', '注释太啰嗦', '精简一下注释'.

Check whether ghostty (the terminal core termio embeds via the termio-sh/libghostty-swift fork) has shipped anything worth pulling since the binary termio is currently pinned to. Resolves the pinned ghostty sha, diffs it against ghostty main, filters the gap for changes that actually reach termio's embedded VT/terminal core (dropping app-chrome / packaging / i18n noise), and gives a keep-waiting-or-pull-now verdict. Invoke when the user says 'check ghostty update', 'is ghostty out of date', 'did ghostty ship anything major', 'should I bump ghostty/libghostty', '看看 ghostty 有没有更新', '检查 ghostty 更新', 'ghostty 有什么重大更新', or '要不要更新 libghostty'.

Cut a new termio macOS release by tagging main with the next version. Invoke when the user says 'bump version', 'bump the version', 'cut a release', 'ship a new version', 'release', '发版', '发布新版本', or '出个新版本'.

Drive App Store Connect from the terminal with the `asc` CLI — TestFlight builds, groups, testers and What to Test notes; App Store versions, metadata, keywords, screenshots and release notes; submissions and review health; signing, provisioning and notarization; crash and beta-feedback triage; pricing, subscriptions and Apple Ads. Use whenever the task touches App Store Connect, TestFlight, an App Store release or submission, or an iOS/macOS build upload. Route to the matching file under references/ before running commands.

Apple's approach to interface design and fluid, physical motion, translated for the web. Use when building or reviewing gesture-driven UI, spring animations, drag/swipe/sheet interactions, momentum and interruptible transitions, translucent materials and depth, typography (optical sizing, tracking, leading), reduced-motion, or the design foundations (feedback, spatial consistency, restraint) behind Apple-style interfaces.

Reverse-lookup glossary that turns a vague description of a web animation or motion effect into its exact term ("the bouncy thing when a popover opens" → Pop in; "the iOS rubber-band scroll" → Rubber-banding). Use when the user asks "what's it called when…", or describes a motion effect without knowing its name and wants the right word to prompt an AI or designer with. For naming an effect, not designing or building one.

See and drive the sibling agent sessions running alongside you in this Termio project via the `termio sessions` CLI — list and watch their status, spawn new agent or plain-terminal sessions, send a prompt or an answer into a session, and read an agent's reply from its transcript. Use when delegating work to another session, checking on or supervising what other sessions are doing, or starting a command the user should see in its own visible pane. Do not use merely because a task could run in parallel. Requires running inside Termio (TERMIO_SESSION set).

Token-efficient web browsing and web content extraction for AI agents. Use when reading a URL, browsing websites, checking links, extracting static page content, or replacing raw HTML and browser screenshots.

Advanced theming for Shiny apps using bslib and Bootstrap 5. Use when customizing app appearance with bs_theme(), Bootswatch themes, custom colors, typography, brand.yml integration, Bootstrap Sass variables, custom Sass/CSS rules, dark mode and color modes, dynamic theme switching, real-time theming, theme inspection, or making R plots match the app theme with thematic.

Build modern Shiny dashboards and applications using bslib (Bootstrap 5). Use when creating new Shiny apps, modernizing legacy apps (fluidPage, fluidRow/column, tabsetPanel, wellPanel, shinythemes), or working with bslib page layouts, grid systems, cards, value boxes, navigation, sidebars, filling layouts, theming, accordions, tooltips, popovers, toasts, or bslib inputs. Assumes familiarity with basic Shiny.

Use when the user asks to review or clean up R code for tidyverse style, standardize formatting or names, remove redundant comments or wrappers, or make a behavior-preserving style pass. Also use when writing substantial new R package code if the user requests tidyverse style or the package already follows it. Not for routine small edits or general correctness, security, or test-quality reviews.

Best practices for writing R package tests with testthat version 3+. Use this skill when writing or organizing tests for an R package or when improving existing tests that use testthat. It covers test structure and expectations, self-sufficient test design, proper cleanup with withr, fixtures, mocking external dependencies, snapshot testing, and BDD-style describe/it patterns.

R package development with devtools, testthat, and roxygen2. Use when the user is working on an R package, running tests, writing documentation, or building package infrastructure.

Help users write correct R code for async, parallel, and distributed computing using mirai. Use when users need to run R code asynchronously or in parallel, write mirai code with correct dependency passing, set up parallel workers, convert from future or parallel, use mirai_map, integrate with Shiny or promises, or configure cluster/HPC computing.