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from scrollclaw59
Persona research and UGC script pipeline: mine real customer language, map to format blueprints, and produce A-roll/B-roll tagged scripts ready for approval.
Provides a structured persona research and scriptwriting workflow for short-form UGC video production. It guides the agent through deep customer-language mining, brand-context loading, creator profile creation, format selection, and validated script output with explicit A-roll/B-roll tagging. The focus is on using exact customer phrases to craft high-converting short video scripts.
Use this skill when the user asks for messaging work, creator personas, or UGC scripts — not for broad campaign orchestration or final video generation. It's ideal for early-stage campaign planning where script approval is required before any visuals or animation are produced.
scripts/create-creator.sh as an example.references/ folder with persona-research and script-voice guidance.Best suited to agents that can run local scripts and handle structured authoring workflows (e.g., Codex/Code-capable assistants, Copilot-style agents). It expects file system and script execution support for workspace writes and research tasks.
UGC persona research and scriptwriting pipeline skill. No scripts to execute — purely instructional SKILL.md guiding persona mining, creator profiling, format selection, and A/B-roll script writing. Well-structured steps with clear validation rules and format enforcement, but lacks executable components for automation.
No security concerns — purely instructional with no executable code. Clean frontmatter, good trigger definitions, solid input/output contracts. Niche but practical for UGC/content marketing workflows.
ScrollClaw — Assemble
Assemble UGC video campaigns: stitch A-roll, orchestrate audio, run post-production, then add mobile-friendly captions.
ScrollClaw — Virality Scorer
Scores UGC videos across seven dimensions (hook, emotion, pacing, captions, scroll-stop, completion, shareability) and issues a go/no-go publishing decision bas
ScrollClaw: Animate (A-Roll)
Generate A-roll talking-head clips from a first-frame image or script, using Sora 2 with Kling fallback; includes motion prompting guidance and provider fallbac
ScrollClaw System
Core production doctrine and pipeline for UGC-style AI video: persona research, creator profiles, first-frame generation, and anti-polish rules to maximize nati
ScrollClaw
Orchestrates end-to-end AI-generated UGC video production: persona research, first-frame creation, A-roll/B-roll generation, assembly and virality scoring.
ScrollClaw — B‑Roll (Kling 3)
Generate environment-matched, visual-only B-roll clips using Kling 3 (fal.ai) with guidance on cut timing, environment matching, and logging.
NotebookLM Research Agent
End-to-end research-to-content pipeline: ingest sources into Google NotebookLM, run deep cited research, generate downloadable artifacts, and produce polished c
WeChat MP Article Writer & Publisher
End-to-end toolchain for drafting, rendering, validating and publishing WeChat Official Account articles using templates, image planning and pipeline scripts.
ScrollClaw — Assemble
Assemble UGC video campaigns: stitch A-roll, orchestrate audio, run post-production, then add mobile-friendly captions.
Video Podcast Maker
Automates end-to-end production of long-form video podcasts using TTS, Remotion, and FFmpeg—supports multi-language output and Bilibili/YouTube publishing workf
Stitch → Remotion Walkthrough
Generate polished walkthrough videos from Stitch project screens using Remotion, with transitions, zooms, and contextual overlays.
LLM-Wiki: Personal Knowledge Wiki Builder
Build and maintain a continuously growing personal knowledge wiki from links, files, and text; supports multi-source extraction and automated page generation.
Citedy Video Shorts Producer
MCP-first orchestrator that generates short vertical UGC videos: scripts, avatar reuse/generation, video rendering, and optional auto-publish to Reels/Shorts.
ScrollClaw — Virality Scorer
Scores UGC videos across seven dimensions (hook, emotion, pacing, captions, scroll-stop, completion, shareability) and issues a go/no-go publishing decision bas