Trace Spring AI agents with Maple: wires Spring Boot's OpenTelemetry starter to Maple, samples every turn, and adds one configuration class so each ChatClient conversation is one Maple Agent Session with transcript, tool calls (failures marked), sub-agent lanes and tokens. Triggers on 'trace my spring ai agent', 'add Maple to spring ai', 'agent sessions for spring ai', 'OpenTelemetry for spring ai'.

Use when the user asks to optimize, speed up, tune, or make a Linux system faster — laptops, desktops, or servers. Analyzes hardware, kernel and boot parameters, memory/swap/zram, storage, services, GPU, desktop environment, and network; proposes a prioritized, risk-labeled optimization plan; applies ONLY user-approved changes; verifies every change and documents rollback. Idempotent: re-running on the same system converges, never duplicates config, never re-installs. Analyze-only mode is available. Do NOT use for application code, containers, or website performance.

Create and execute IDE run configurations for MPS root nodes via MPS MCP — Java Application for `IMainClass` / `ClassConcept` with `main`, JUnit Tests for `ITestCase`. Use when launching DSL `main`-like roots, plain BaseLanguage `ClassConcept` mains, or MPS test cases from a node; reusing or replacing an existing run config; diagnosing `ClassNotFoundException`, `compileInMPS=false`, or "not runnable through this tool" failures.

Use this skill when designing terminal user interfaces, creating TUI layouts, choosing TUI color schemes, implementing keyboard AND mouse navigation, building terminal dashboards, or working with any TUI framework. Activates on mentions of TUI design, terminal UI, Ratatui layout, Ink components, Textual widgets, Bubbletea views, terminal color palette, keybinding design, panel layout, split panes, terminal dashboard, box-drawing characters, sparklines, progress bars, modal dialogs, focus management, mouse support, clickable terminal UI, or terminal accessibility. Always consult this skill when a TUI is being built or restyled, even if the user only asks for it to "look modern" or "feel clickable" — mouse interaction and visual polish are core to this skill, not an afterthought.

Rebases the current branch onto origin/main, resolves rebase conflicts, and force-pushes with lease using non-interactive Git commands that never open an editor. Use when updating a feature branch from main, handling rebase conflicts, or rewriting branch history before updating a pull request.

Read, change and render async and shared state in Vue with @data-client/vue: any data from an API or other async source, and global state shared across components (it has to persist somewhere, which makes it async). Use it for loading and error states, mutations and forms, filtered or derived views, and debugging data that looks wrong or stale on screen. Use it in place of fetch in onMounted or watch, or app-wide refs and provide/inject; its main composables are useSuspense, useQuery and useController.

Selects, investigates, and compares AWS object, file, and block storage services, and answers cost, performance, configuration, security, and troubleshooting questions about storage services. Applies when a user asks where to store or archive data based on their usage patterns; which storage service to choose or how two compare; how to migrate data from on-premises or between AWS services; how to protect, replicate, or recover data; how to optimize storage costs; where to deploy shared NFS, SMB, or POSIX file systems; where to store vector embeddings or tabular data; what storage backs enterprise file shares, self-managed databases on EC2, VMware, or stateful containers; or asks what an AWS storage service can do or how it works. Relevant for storage needs for workloads such as AI/ML, analytics, EDA, HPC, media, genomics, or financial trading. Not applicable for SQL query engines (Athena, Spark, Redshift, EMR), ETL (Glue), streaming (Kafka, MSK, Kinesis), or managed database services (RDS, Aurora, DynamoDB).

Maintain VERSION, release notes, release targets, versioned artifacts, GoReleaser packaging, and publication. Use for release-note drafts, release preparation, version checks, and explicitly requested releases; dependency refresh is separate.

Prove or disprove an idea by building the smallest throwaway artifact that could falsify it, in an isolated worktree, ending in a PROVEN / DISPROVEN / CONDITIONAL verdict backed by evidence - never a PR. Use when the user wants to "spike this", "build a proof of concept", "POC this", "prototype it to find out", asks "is this possible", "is this feasible", "does this fit our stack", or "would it be worth changing X to allow Y" and wants it settled by building rather than by analysis, wants to compare approaches on evidence before picking one, or invokes /prp-spike.

Review Chatto frontend implementation quality, including Svelte reactivity and lifecycle, component boundaries, design-system reuse, and unnecessary complexity. Use for every review that includes apps/frontend, including self-review, branch or PR review, and frontend architecture review.

Maintains workflow-scoped task memory for CompozyOS runs using .compozy/tasks/<name>/memory/ files. Use when a task prompt provides workflow memory paths and requires the agent to read, update, compact, and promote durable context across spec task executions. Do not use for PR review remediation, global user preferences, or programmatic event-log summarization.

Generate website favicons from logos, initials, or brand colors, including SVG/ICO, Apple touch icons, app icons, and a manifest. Use for site setup, replacements, or broken favicon troubleshooting.

Use when the user asks to "turn this idea into posts for every platform", "write the X thread / LinkedIn post / 小红书 note", or "spec the carousel slides"; turns one idea into N platform-native ready-to-paste packages — post/thread, caption, Threads text, 小红书 note, link post with first-comment placement — each adapted per the dated platform norm card (never verbatim cross-posting), every product claim held to approved claims-ledger wording or flagged [needs source], every variant tagged {formula | hook family | CTA type | signal optimized}, plus a carousel slide-spec mode (intro/content/outro slide roles, per-element char budgets, 小红书 3:4 / IG 4:5 / LinkedIn document PDF artboards, text-safe-zone + alt-text checklist). Not for creator deliverable briefs — use brief-generator; not for repurposing existing assets with paid boost — use content-amplifier. 社媒文案/一稿多发改写/小红书笔记/轮播图脚本

Use when the user asks to "script this short video", "write a TikTok / Reels / Shorts script", "给这条抖音或视频号视频写脚本", or "fix the hook — viewers drop off in the first seconds"; produces timestamped beat-sheet scripts on the retention-gate model (0-2s hook / 2-5s confirmation / 5-15s payoff / loop-or-CTA) with per-scene script lines, on-screen text for muted viewing, asset keywords, and 9:16 format-param rows per platform norm card for TikTok, Reels, Shorts, 抖音, and 视频号 — plus 2-3 hook options from named hook families and an AI-content disclosure line by default on realistic synthetic media. Spec-only: rendering, TTS, and publishing stay with the user's own tools — no pipelines, no upload automation. Not for creator video briefs — use brief-generator; long-form video SEO belongs to content-writer. 短视频脚本/抖音分镜/开头钩子/竖屏9:16

Use when the user asks to "analyze the SERP" or "SERP分析"; maps SERP features, layout, ranking factors, search intent, AI Overviews, and snippet opportunities for a query. Not for keyword demand discovery — use keyword-research. SERP分析/搜索结果

Use when the user asks to "monitor my launch", "track our Product Hunt / Hacker News ranking", or "watch the launch window"; runs the T-0 to T+30 window watch — pre-launch instrumentation verification (UTM/event checks, the upstream of RAMP P1), HN rank/points/comments polling with a comments-over-points flamewar early-warning (Estimated heuristic), PH votes/featured status, store charts and reviews, news echo, D0/W1/M1 KPI snapshots vs targets, spike-vs-sustain and owned-capture reads, and alert thresholds against the launch-tier KPI targets. Not for launch-day go/rollback calls — use launch-day-conductor; not for metric deep-dives — use performance-analyzer; not for SEO rank tracking — use rank-tracker. 发布监控/排名轮询/火焰战比/spike-sustain

Use when the user asks to "amplify influencer content with paid media", "set up whitelisting or Spark Ads", "decide which posts to boost", "repurpose influencer content", "turn one video into multiple ads", or "build a UGC asset library"; produces (paid mode) a content-selection scorecard, a paid amplification strategy (whitelisting/boosting/dark posts), audience targeting, and a budget+optimization plan, or (repurpose mode) a rights-tracked content inventory, a 1-video-to-10+-asset repurposing map, per-format transformation specs, and a 30-day distribution plan. Not for gating whether a deliverable is publishable or FTC-compliant — use creator-content-auditor; not for the always-on brand posting calendar — use social-calendar-builder; not for drafting a net-new idea into platform-native packages — use social-creative-builder. 复用达人内容 / 内容放量.

Use when the user asks to "build the email HTML", "make this email responsive", "fix dark-mode rendering", or "QA the email across clients"; produces the coded HTML build — a responsive table layout, dark-mode + accessibility pass, a client-render matrix, image-block fallbacks, and a plain-text parity check. Not for writing the copy — use email-creative-builder; not for scoring the email or computing EQS — use email-quality-auditor. 邮件HTML/响应式邮件/暗色模式渲染

Interact with Zotero reference management libraries using the pyzotero Python client. Retrieve, create, update, and delete items, collections, tags, and attachments via the Zotero Web API v3. Use this skill when working with Zotero libraries programmatically, managing bibliographic references, exporting citations, searching library contents, uploading PDF attachments, or building research automation workflows that integrate with Zotero.

讲角色自己故事的动画短片：先把故事验明白（考证真事、一句话、剧本、冷读），再为最危险那一段定设定、做最小样张；样张过了出全片正式风格的分镜图，拼成动态分镜，最后后期； 只有少数几格要「活起来」时才走图生视频。 Use when: 做目的就是讲角色自己故事的动画短剧、角色 IP 短片、醋醋喵这类猫咖新集；把家里的真事改编成动画； 给已有剧本做设定、声音稿、分镜、动态分镜、精绘或后期。 Not for: 推产品、讲功能的片子，哪怕主角是猫、片里有剧情（用 video-forge）； 录屏剪辑（用 video-forge）；单张图或单页漫画（用 image-generation）；PPT（用 ppt-forge）。 Output: 带真事对照的剧本 md、设定图、声音稿、分镜表、分镜图、动态分镜粗片，以及 Works 视频作品和确定版本的成片卡。