Your video is good, but viewers swipe before the second sentence — the first three seconds lost them. Give Hook Lab a topic, trend, product, or niche and get back what actually decides retention: a clear positioning angle, trend-informed topic ideas, 5+ scroll-stopping hook options (spoken line + on-screen text, by hook type), a tight beat-by-beat script, and a caption. Built for creators, founders, marketers, and social teams shipping short-form for TikTok, Reels, and Shorts.
Generate 5 scroll-stopping TikTok hook variations optimized for the For You Page algorithm — each built on a different psychological pattern (shock, question, list, story, visual demo), with shot direction and a why-it-works rationale. Use when you want TikTok opening hooks, need to grab attention in the first 3 seconds, or mention FYP. Output is a creative starting point for you to adapt.
Turn openings that get scrolled past in 3 seconds into hooks that stop the scroll. Pin down the content's real payoff and the scrolling context the audience meets it in; diagnose the old opening against five common hook-killers; then mass-produce 10 variants from an eight-pattern hook matrix (curiosity gap, counterintuitive, specific number, and more), adapt them per platform, and finish with a payoff check and an A/B plan.
Paste your weak hook or video topic — get 5 rebuilt hook variations with diagnosis, director notes, text overlay suggestions, and retention predictions. Stop losing viewers in the first 3 seconds.
Describe your product and get 3-5 scroll-stopping TikTok Shop hook scripts in 5 minutes — each a different proven pattern, scripted second-by-second from opening line to CTA, with on-screen text and the reason it holds attention. Built for sellers and creators who film their own videos but keep losing viewers in the first second. Test multiple openings, let the algorithm pick the winner. No account access — you describe, you film.
Submit 2 to 5 video intros for TikTok, YouTube, or Reels. This Skill simulates real viewers using 5 unique AI personas to test engagement and retention. You receive a clear report with hook rankings, predicted engagement scores, and specific feedback for each version. It also generates an optimized "Super Hook" combining the best elements of your ideas. Don't waste time filming multiple versions; use AI to find the winner before you hit record.
Enter a topic and niche, and this agent generates 50 scroll-stopping hooks for Reels, Shorts, and TikTok. Each hook includes a type tag (curiosity, controversy, story, stat, and 6 more), a one-line rationale, and an A/B test axis for comparing variants. Output as Markdown table and CSV. No API calls, no cloud processing — runs on your machine with Python standard libraries. Like this tool? ExpertPanel gives you a scored review with specific improvement suggestions from 3 AI experts.
GSD is a spec-driven, context-engineering workflow for AI coding agents that prevents context rot & ships via the 5-step Discuss→Plan→Execute→Verify→Ship loop closed by /gsd-ship. Backed by a source-verified surface of 65 concrete commands across 6 namespace routers (/gsd-workflow, /gsd-project, /gsd-quality, /gsd-context, /gsd-manage, /gsd-ideate), with optional OpenGSD companions (gsd-pi, gsd-graph + MCP, gsd-loop, gsd-browser). & a `.planning/` directory that the agent reads across sessions.
Japanese-language skill for startup CTOs, PMs, and contract developers. Drop a one-line app idea — get five aligned definition docs in Japanese: 要求定義書 (Requirements), 要件定義書 (Functional Spec), 技術定義書 (Technical Design), 工程定義書 (Project Plan), 品質定義書 (Quality Plan). Each doc is internally consistent. Mermaid diagrams embedded automatically. Pre-tuned for Cloud Run / Next.js / Python stacks. Output is Markdown, ready to paste into Notion, GitHub, or Cursor. Cuts a week of spec work to under an hour.