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video-clipper
Repurposes long-form video (podcasts, interviews, talks) into short-form vertical clips for Instagram Reels, TikTok, and YouTube Shorts. Handles transcription, moment selection, clip extraction, speaker-tracked reframing (16:9 to 9:16), and animated captions.
programmatic-seo-spy
Reverse-engineer how competitors do programmatic SEO. Detects URL pattern clusters (vs/, integrations/, for-{industry}/), estimates page count per pattern, analyzes template quality, infers which patterns actually drive traffic, and identifies gaps you can exploit. Outputs a competitive pSEO landscape report.
trending-ad-hook-spotter
Monitor Twitter/X, Reddit, LinkedIn, and Hacker News for trending narratives, viral posts, and hot-button topics in your space. Maps trends to ad hook opportunities with timing urgency scores. Tells you what to run ads about right now while the topic is hot.
competitor-monitoring-system
Set up and run ongoing competitive intelligence monitoring for a client. Tracks competitor content, ads, reviews, social, and product moves.
sequence-performance
Email campaign/sequence performance review composite. Pulls campaign data (sends, opens, replies, bounces), reads actual email copy and subject lines, analyzes reply content (objections, positive interest, questions), and produces a diagnostic report covering quantitative metrics, copy quality, lead quality, and actionable recommendations. Tool-agnostic — works with Smartlead (MCP), Instantly, Out
signal-detection-pipeline
Detect buying signals from multiple sources, qualify leads, and generate outreach context
concurrency-review
Review Java concurrency code for thread safety, race conditions, deadlocks, and modern patterns (Virtual Threads, CompletableFuture, @Async). Use when user asks "check thread safety", "concurrency review", "async code review", or when reviewing multi-threaded code.
event-driven-patterns
Message queue patterns with BullMQ, Kafka, RabbitMQ, covering saga, outbox, dead letter queue, and exactly-once semantics.
125-java-concurrency
Use to apply Java concurrency best practices, covering thread safety, ExecutorService, asynchronous programming with CompletableFuture, virtual threads, and deadlock avoidance for robust concurrent systems.
151-java-performance-jmeter
Use when you need to set up JMeter performance testing for a Java project — including creating the run-jmeter.sh script from the exact template, configuring load tests with loops, threads, and ramp-up, or running performance tests from the project root with custom or default settings. This should trigger for requests such as Improve the code with JMeter performance testing; Apply JMeter performanc
pr-threads-resolve
Bulk resolve unresolved PR review threads. Useful after manually addressing threads or after using /pr-threads-address.
pr-threads-address
Review all unresolved PR review threads, address them by making necessary code changes, and commit the changes appropriately.