When the user wants to create or update their app marketing context document. Also use when the user mentions "app context", "marketing brief", "app positioning", or when starting any ASO or app marketing project. This is the foundation skill — all other skills check for this context first.

When the user wants to set up, optimize, or scale Apple Search Ads (ASA) campaigns — including keyword bidding, match types, campaign structure, Creative Product Sets, CPP routing, and ROAS optimization. Use when the user mentions "Apple Search Ads", "ASA", "Search Ads", "Search tab ads", "Today tab ads", "CPT", "TTR", "Search Match", "exact match", "broad match", "CPP in ads", "ASA bidding", or "Search Ads budget". For Meta/Google UAC/TikTok paid UA, see ua-campaign.

When the user wants to plan a launch strategy for a new app or major update. Also use when the user mentions "app launch", "launch plan", "launch checklist", "pre-launch", "launch day", or "how to launch my app". For ongoing ASO after launch, see aso-audit. For paid acquisition during launch, see ua-campaign.

When the user wants to design, test, or improve their app icon to increase tap-through rate and conversions in App Store search and browse. Use when the user mentions "app icon", "icon design", "icon A/B test", "icon variants", "tap-through rate", "icon conversion", "icon refresh", or wants to know what makes a good app icon. For screenshot optimization, see screenshot-optimization. For full listing A/B tests, see ab-test-store-listing.

When the user wants to implement, optimize, or use App Clips for app discovery and conversion. Use when the user mentions "App Clip", "app clip code", "mini app", "instant app", "App Clip card", "App Clip link", "no download required", "instant experience", or wants to understand how App Clips appear in App Store search. For general App Store discoverability, see aso-audit. For marketing campaigns, see ua-campaign.

When the user wants to set up, interpret, or improve their app analytics and tracking. Also use when the user mentions "analytics", "tracking", "metrics", "KPIs", "App Store Connect analytics", "install tracking", "funnel", "attribution", or "how is my app performing". For A/B testing, see ab-test-store-listing. For retention metrics, see retention-optimization.

When the user wants to optimize their Google Play Store listing — title, short description, full description, keywords, ratings, or Play Store-specific features. Use when the user mentions "Google Play", "Android", "Play Store", "Play Console", "short description", "full description indexed", "Google Play ASO", or wants Google Play-specific keyword, creative, or ratings strategy. For iOS App Store optimization, see aso-audit and metadata-optimization.

When the user wants to A/B test App Store product page elements to improve conversion rate. Also use when the user mentions "A/B test", "product page optimization", "test my screenshots", "test my icon", "conversion rate optimization", "CPP", or "custom product pages". For screenshot design, see screenshot-optimization. For metadata optimization, see metadata-optimization.

Designs and implements minimal, high-value metrics for RobustMQ services and dashboards. Use when the user asks to add metrics, improve observability, or update Grafana panels for core processing pipelines.

Deep analysis and iterative fixing of a Rust source file. Finds logic errors, lock/concurrency issues, and simplification opportunities, then fixes them one by one until the file is clean.

Run a 3-node meta-service Raft cluster failover drill for RobustMQ. Use when the user wants to verify cluster startup, node removal/recovery, leader election, snapshot replication, or graceful shutdown — e.g. "演练 raft 集群", "test cluster failover", "验证节点删除/恢复", "run the raft drill".

Complete step-by-step guide for implementing a new protocol Broker in RobustMQ. Use when the user asks to add a new broker, implement a new protocol, or scaffold a new broker crate.

Run the ISR rolling-restart chaos drill for RobustMQ — 10 rounds of kill-one-node + write + restart + verify across a 3-replica shard. Use when the user wants to verify replica replication / ISR health, failover, or behaviour under churn — e.g. "演练 isr 副本同步", "验证三副本同步", "kill leader 演练", "验证 leader 切换/故障转移", "滚动重启/频繁切换 isr 是否正常", "test ISR replication", "副本同步是否正常".

Create GitHub issues for the RobustMQ project. Use when the user asks to create an issue, file a bug, propose a feature, or track a task.

Implements new RobustMQ MQTT connector integrations end-to-end using project conventions. Use when the user asks to add, implement, or support a new connector type such as webhook, opentsdb, clickhouse, influxdb, cassandra, mqtt bridge, or protocol-compatible targets.

7×24 chaos testing for RobustMQ. Injects broker-kill and network-delay faults, validates SDK client resilience across Python/Go/Rust/Java, and publishes a Markdown + JSON report to GitHub after each run.

Turn a raster logo (PNG/JPG/WebP/screenshot) into a clean minimal SVG with edge smoothness as the primary hard gate and IoU optimized as high as reasonably possible without a fixed global threshold, then into a choreographed logo animation delivered as standalone JS-rendered HTML, applying Disney's 12 animation principles. Use when asked to animate a logo, build a logo reveal / splash screen / brand intro, convert a logo image into animated SVG or HTML, add motion to a vectorized mark, or create loading/idle/hover motion for a brand mark. v2: also handles self-crossing draw-on choreography (split-fill, exact easing subdivision, tip glint), closed variable-width ribbon fitting, and quantitative motion QA (easing probe, ink-delta continuity sweep).

对目标话题进行初步调研，生成调研outline。用于学术调研、benchmark调研、技术选型等场景。

将deep调研结果汇总为markdown报告，覆盖所有字段，跳过不确定值。

读取调研outline，为每个item启动独立agent进行深度调研。禁用task output。