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contextgo

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1. ▌
   Java Coding Standards · contextgo

   Java coding standards for Spring Boot services: naming, immutability, Optional usage, streams, exceptions, generics, and project layout.
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   Plankton Code Quality · contextgo

   Write-time code quality enforcement using Plankton — auto-formatting, linting, and Claude-powered fixes on every file edit via hooks.
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   Production Scheduling · contextgo

   Codified expertise for production scheduling, job sequencing, line balancing, changeover optimization, and bottleneck resolution in discrete and batch manufacturing. Informed by production schedulers with 15+ years experience. Includes TOC/drum-buffer-rope, SMED, OEE analysis, disruption response frameworks, and ERP/MES interaction patterns. Use when scheduling production, resolving bottlenecks, optimizing changeovers, responding to disruptions, or balancing manufacturing lines.
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   Swift Concurrency 6 2 · contextgo

   Swift 6.2 Approachable Concurrency — single-threaded by default, @concurrent for explicit background offloading, isolated conformances for main actor types.
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   Continuous Learning V2 · contextgo bundle

   Instinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills/commands/agents. v2.1 adds project-scoped instincts to prevent cross-project contamination.
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   Hexagonal Architecture · contextgo

   Design, implement, and refactor Ports & Adapters systems with clear domain boundaries, dependency inversion, and testable use-case orchestration across TypeScript, Java, Kotlin, and Go services.
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   Openclaw Persona Forge · contextgo bundle

   为 OpenClaw AI Agent 锻造完整的龙虾灵魂方案。根据用户偏好或随机抽卡， 输出身份定位、灵魂描述(SOUL.md)、角色化底线规则、名字和头像生图提示词。 如当前环境提供已审核的生图 skill，可自动生成统一风格头像图片。 当用户需要创建、设计或定制 OpenClaw 龙虾灵魂时使用。 不适用于：微调已有 SOUL.md、非 OpenClaw 平台的角色设计、纯工具型无性格 Agent。 触发词：龙虾灵魂、虾魂、OpenClaw 灵魂、养虾灵魂、龙虾角色、龙虾定位、 龙虾剧本杀角色、龙虾游戏角色、龙虾 NPC、龙虾性格、龙虾背景故事、 lobster soul、lobster character、抽卡、随机龙虾、龙虾 SOUL、gacha。
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   Quality Nonconformance · contextgo

   Codified expertise for quality control, non-conformance investigation, root cause analysis, corrective action, and supplier quality management in regulated manufacturing. Informed by quality engineers with 15+ years experience across FDA, IATF 16949, and AS9100 environments. Includes NCR lifecycle management, CAPA systems, SPC interpretation, and audit methodology. Use when investigating non-conformances, performing root cause analysis, managing CAPAs, interpreting SPC data, or handling supplier quality issues.
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   Ralphinho Rfc Pipeline · contextgo

   RFC-driven multi-agent DAG execution pattern with quality gates, merge queues, and work unit orchestration.
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    Cost Aware LLM Pipeline · contextgo

    Cost optimization patterns for LLM API usage — model routing by task complexity, budget tracking, retry logic, and prompt caching.
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    Healthcare Emr Patterns · contextgo

    EMR/EHR development patterns for healthcare applications. Clinical safety, encounter workflows, prescription generation, clinical decision support integration, and accessibility-first UI for medical data entry.
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    Healthcare Eval Harness · contextgo

    Patient safety evaluation harness for healthcare application deployments. Automated test suites for CDSS accuracy, PHI exposure, clinical workflow integrity, and integration compliance. Blocks deployments on safety failures.
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    Kotlin Exposed Patterns · contextgo

    JetBrains Exposed ORM patterns including DSL queries, DAO pattern, transactions, HikariCP connection pooling, Flyway migrations, and repository pattern.
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    Springboot Verification · contextgo

    Verification loop for Spring Boot projects: build, static analysis, tests with coverage, security scans, and diff review before release or PR.
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    Swift Actor Persistence · contextgo

    Thread-safe data persistence in Swift using actors — in-memory cache with file-backed storage, eliminating data races by design.
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    Workspace Surface Audit · contextgo

    Audit the active repo, MCP servers, plugins, connectors, env surfaces, and harness setup, then recommend the highest-value ECC-native skills, hooks, agents, and operator workflows. Use when the user wants help setting up Claude Code or understanding what capabilities are actually available in their environment.
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    Writing Skills · contextgo bundle

    Use when creating new skills, editing existing skills, or verifying skills work before deployment
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    Autonomous Agent Harness · contextgo

    Transform Claude Code into a fully autonomous agent system with persistent memory, scheduled operations, computer use, and task queuing. Replaces standalone agent frameworks (Hermes, AutoGPT) by leveraging Claude Code's native crons, dispatch, MCP tools, and memory. Use when the user wants continuous autonomous operation, scheduled tasks, or a self-directing agent loop.
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    Customs Trade Compliance · contextgo

    Codified expertise for customs documentation, tariff classification, duty optimization, restricted party screening, and regulatory compliance across multiple jurisdictions. Informed by trade compliance specialists with 15+ years experience. Includes HS classification logic, Incoterms application, FTA utilization, and penalty mitigation. Use when handling customs clearance, tariff classification, trade compliance, import/export documentation, or duty optimization.
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    Flutter Dart Code Review · contextgo

    Library-agnostic Flutter/Dart code review checklist covering widget best practices, state management patterns (BLoC, Riverpod, Provider, GetX, MobX, Signals), Dart idioms, performance, accessibility, security, and clean architecture.
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    Healthcare Cdss Patterns · contextgo

    Clinical Decision Support System (CDSS) development patterns. Drug interaction checking, dose validation, clinical scoring (NEWS2, qSOFA), alert severity classification, and integration into EMR workflows.
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    Laravel Plugin Discovery · contextgo

    Discover and evaluate Laravel packages via LaraPlugins.io MCP. Use when the user wants to find plugins, check package health, or assess Laravel/PHP compatibility.
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    Gsap · contextgo bundle

    GSAP animation reference for HyperFrames. Covers gsap.to(), from(), fromTo(), easing, stagger, defaults, timelines (gsap.timeline(), position parameter, labels, nesting, playback), and performance (transforms, will-change, quickTo). Use when writing GSAP animations in HyperFrames compositions.
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    Remotion Lambda · contextgo

    Plan Remotion Lambda workflows, AWS requirements, deployment guardrails, and cloud render handoff without deploying by default.
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    Healthcare Phi Compliance · contextgo

    Protected Health Information (PHI) and Personally Identifiable Information (PII) compliance patterns for healthcare applications. Covers data classification, access control, audit trails, encryption, and common leak vectors.
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    Inventory Demand Planning · contextgo

    Codified expertise for demand forecasting, safety stock optimization, replenishment planning, and promotional lift estimation at multi-location retailers. Informed by demand planners with 15+ years experience managing hundreds of SKUs. Includes forecasting method selection, ABC/XYZ analysis, seasonal transition management, and vendor negotiation frameworks. Use when forecasting demand, setting safety stock, planning replenishment, managing promotions, or optimizing inventory levels.
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    Returns Reverse Logistics · contextgo

    Codified expertise for returns authorization, receipt and inspection, disposition decisions, refund processing, fraud detection, and warranty claims management. Informed by returns operations managers with 15+ years experience. Includes grading frameworks, disposition economics, fraud pattern recognition, and vendor recovery processes. Use when handling product returns, reverse logistics, refund decisions, return fraud detection, or warranty claims.
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    Data To Video · contextgo

    Turn CSV, JSON, spreadsheet extracts, tables, metrics, and report data into HyperFrames animated chart videos with data validation, chart recipes, labels, timing, renders, and QC.
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    Three · contextgo

    Three.js and WebGL adapter patterns for HyperFrames. Use when creating deterministic Three.js scenes, WebGL canvas layers, AnimationMixer timelines, camera motion, shader-driven visuals, or canvas renders that respond to HyperFrames hf-seek events.
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    Waapi · contextgo

    Web Animations API adapter patterns for HyperFrames. Use when authoring element.animate() motion, Animation currentTime seeking, document.getAnimations(), KeyframeEffect timing, fill modes, or native browser animations that must render deterministically in HyperFrames.
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31. ▌
    Agent Harness Construction · contextgo

    Design and optimize AI agent action spaces, tool definitions, and observation formatting for higher completion rates.
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32. ▌
    Content Hash Cache Pattern · contextgo

    Cache expensive file processing results using SHA-256 content hashes — path-independent, auto-invalidating, with service layer separation.
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33. ▌
    Project Guidelines Example · contextgo

    Example project-specific skill template based on a real production application.
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34. ▌
    Using Superpowers · contextgo bundle

    Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions
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    Hyperframes Qc · contextgo

    Validate HyperFrames video outputs, render manifests, source files, dimensions, duration, frame readability, subtitle timing, asset references, audio presence, rights notes, and rerender readiness.
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    Lottie · contextgo

    Lottie and dotLottie adapter patterns for HyperFrames. Use when embedding lottie-web JSON animations, .lottie files, @lottiefiles/dotlottie-web players, registering instances on window.__hfLottie, or making After Effects exports deterministic in HyperFrames.
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    Remotion AI Media · contextgo

    Consume Infermesh / AI Media Studio generated image, video, audio, TTS, and STT assets in Remotion while preserving asset lineage.
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    Remotion Captions · contextgo

    Manage Remotion caption workflows including transcription, SRT import, display timing, TikTok-style captions, and word highlighting.
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    Foundation Models On Device · contextgo

    Apple FoundationModels framework for on-device LLM — text generation, guided generation with @Generable, tool calling, and snapshot streaming in iOS 26+.
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    Animejs · contextgo

    Anime.js adapter patterns for HyperFrames. Use when writing Anime.js animations or timelines inside HyperFrames compositions, registering animations on window.__hfAnime, making Anime.js seek-driven and deterministic, or translating Anime.js examples into render-safe HyperFrames HTML.
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    Hyperframes · contextgo bundle

    Create video compositions, animations, title cards, overlays, captions, voiceovers, audio-reactive visuals, and scene transitions in HyperFrames HTML. Use when asked to build any HTML-based video content, add captions or subtitles synced to audio, generate text-to-speech narration, create audio-reactive animation (beat sync, glow, pulse driven by music), add animated text highlighting (marker sweeps, hand-drawn circles, burst lines, scribble, sketchout), or add transitions between scenes (crossfades, wipes, reveals, shader transitions). Covers composition authoring, timing, media, and the full video production workflow. For dev-loop CLI commands (init, lint, inspect, preview, render) see the hyperframes-cli skill; for asset preprocessing commands (tts, transcribe, remove-background) see the hyperframes-media skill.
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42. ▌
    Regex Vs LLM Structured Text · contextgo

    Decision framework for choosing between regex and LLM when parsing structured text — start with regex, add LLM only for low-confidence edge cases.
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    Article To Video · contextgo

    Convert articles, blog posts, changelogs, docs, reports, release notes, and briefs into HyperFrames explainer or social videos with scripts, captions, scenes, citations, renders, and QC.
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    Website To Video · contextgo

    Convert a website, landing page, product page, docs page, or captured URL context into a HyperFrames video with page hierarchy, screenshots, scroll/reveal scenes, captions, CTA, render manifest, and QC.
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    Tailwind · contextgo

    Tailwind CSS v4.2 browser-runtime patterns for HyperFrames compositions. Use when scaffolding or editing projects created with `hyperframes init --tailwind`, writing Tailwind utility classes in composition HTML, adding CSS-first Tailwind v4 theme tokens, debugging v3 vs v4 syntax, or deciding when to compile Tailwind to CSS instead of using the browser runtime.
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    Remotion Player App · contextgo

    Embed Remotion Player in React, Vite, Next, or product surfaces with parameterized props, bundle boundaries, and preview controls.
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    Remotion Render Ops · contextgo

    Run Remotion Studio, still checks, local renders, SSR renders, output naming, logs, and render manifest handoff.
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48. ▌
    Architecture Decision Records · contextgo

    Capture architectural decisions made during Claude Code sessions as structured ADRs. Auto-detects decision moments, records context, alternatives considered, and rationale. Maintains an ADR log so future developers understand why the codebase is shaped the way it is.
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    Remotion Composition · contextgo

    Plan and author Remotion React/TSX compositions with dimensions, fps, duration, props schemas, scene maps, and media ownership.
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    Logistics Exception Management · contextgo

    Codified expertise for handling freight exceptions, shipment delays, damages, losses, and carrier disputes. Informed by logistics professionals with 15+ years operational experience. Includes escalation protocols, carrier-specific behaviors, claims procedures, and judgment frameworks. Use when handling shipping exceptions, freight claims, delivery issues, or carrier disputes.
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    Carrier Relationship Management · contextgo

    Codified expertise for managing carrier portfolios, negotiating freight rates, tracking carrier performance, allocating freight, and maintaining strategic carrier relationships. Informed by transportation managers with 15+ years experience. Includes scorecarding frameworks, RFP processes, market intelligence, and compliance vetting. Use when managing carriers, negotiating rates, evaluating carrier performance, or building freight strategies.
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    Office PDF Table Query · contextgo

    Extract tables from PDFs, assess extraction reliability, and analyze the structured result with DuckDB-style queries.
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    Office Report Drilldown · contextgo

    Drill from top-line operating metrics into segments, drivers, and anomalies without overstating causality.
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    Hyperframes Media · contextgo

    Asset preprocessing for HyperFrames compositions — text-to-speech narration (Kokoro), audio/video transcription (Whisper), and background removal for transparent overlays (u2net). Use when generating voiceover from text, transcribing speech for captions, removing the background from a video or image to use as a transparent overlay, choosing a TTS voice or whisper model, or chaining these (TTS → transcribe → captions). Each command downloads its own model on first run.
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    CSS Animations · contextgo

    CSS animation adapter patterns for HyperFrames. Use when authoring CSS keyframes, animation-delay based timing, animation-fill-mode, animation-play-state, or CSS-only motion that HyperFrames must seek deterministically during preview and rendering.
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    AI Media To Hyperframes · contextgo

    Compose AI Media Studio or Infermesh-generated images/videos into final HyperFrames videos with source manifest lineage, subtitles, title cards, transitions, brand wrappers, renders, and QC.
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    Hyperframes Composition · contextgo

    Author deterministic HyperFrames HTML/CSS/JS video compositions with scenes, dimensions, timelines, animations, subtitles, titles, transitions, charts, and brand-controlled layouts. Use for local or CI HTML-to-video rendering, not for prompt-to-video model calls.
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58. ▌
    Remotion Project Bootstrap · contextgo

    Bootstrap or normalize a Remotion project inside a ContextGo workspace, including package manager choice, scripts, folder layout, and workspace recording.
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    Website To Hyperframes · contextgo bundle

    Capture a website and create a HyperFrames video from it. Use when: (1) a user provides a URL and wants a video, (2) someone says "capture this site", "turn this into a video", "make a promo from my site", (3) the user wants a social ad, product tour, or any video based on an existing website, (4) the user shares a link and asks for any kind of video content. Even if the user just pastes a URL — this is the skill to use.
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    Office Cross File Join Analysis · contextgo

    Join and compare multiple office data files with grain checks, coverage diagnostics, and business-facing conclusions.
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    Remotion To Hyperframes · contextgo bundle

    Translate an existing Remotion (React-based) video composition into a HyperFrames HTML composition. Use ONLY when the user explicitly asks to port, convert, migrate, translate, or rewrite a Remotion composition as HyperFrames — for example "port my Remotion project to HyperFrames", "convert this Remotion code to HyperFrames", "migrate from Remotion", "translate this Remotion comp", or "rewrite this as HyperFrames HTML". Do NOT use when (a) the user is authoring a NEW HyperFrames composition, even if they have or are A/B-testing a similar Remotion video; (b) the user mentions Remotion in passing without asking for migration; (c) the user shares Remotion code as reference material rather than asking for a translation; (d) the user asks for "the same video as my Remotion one" without explicitly asking to migrate the source — treat that as a fresh HyperFrames build. When in doubt, default to authoring a native HyperFrames composition with the `hyperframes` skill instead. Skill detects unsupported patterns (useSta
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