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Zhongwei Li
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---
name: distribution-analytics
description: Use when planning channel distribution and measuring video performance.
---
# Video Distribution & Analytics Skill
## When to Use
- Planning cross-channel release strategy (YouTube, LinkedIn, TikTok, paid, website).
- Optimizing promotion cadence, paid boosts, and partner amplification.
- Reporting on video engagement, conversions, and ROI.
## Framework
1. **Owned Channels** website, blog embeds, email nurtures, product UI.
2. **Social Platforms** channel-specific formatting (length, aspect ratio, subtitles, hooks).
3. **Paid Media** targeting, budget allocation, creative rotation, lift studies.
4. **Partners/Community** syndication, co-marketing, advocacy programs.
5. **Repurposing** clips, GIFs, reels, audio snippets, transcript-based blogs.
## Analytics Stack
- **Awareness** impressions, views, view-through rate, unique viewers.
- **Engagement** watch time, retention curves, clicks, comments, shares.
- **Conversion** CTA clicks, landing page visits, opportunities, revenue.
- **Attribution** first-touch vs multi-touch analyses, cohort performance.
## Templates
- Channel playbook (requirements, posting schedule, CTA guidance).
- Dashboard schema (metrics, source, refresh cadence).
- Optimization tracker (hypothesis, test, result, next step).
## Tips
- Localize thumbnails and captions per channel.
- Use UTM conventions and vanity URLs to attribute conversions.
- Monitor audience retention graphs to inform editing decisions.
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---
name: production-ops
description: Use when coordinating shoots, vendors, budgets, and compliance for video
projects.
---
# Video Production Operations Skill
## When to Use
- Planning live-action or hybrid shoots.
- Managing vendors (agencies, studios, freelancers) and timelines.
- Ensuring legal, security, and brand compliance.
## Framework
1. **Intake Form** capture scope, deliverables, timeline, budget, stakeholders.
2. **Vendor Tracker** shortlist, RFP questions, scorecards, contract status.
3. **Production Timeline** pre-prod (scripts, casting, locations), production, post.
4. **Logistics** call sheets, permits, travel, insurance, releases, safety protocols.
5. **Compliance** accessibility, brand guidelines, privacy, data retention.
## Templates
- Production kickoff checklist.
- Call sheet template (crew, schedule, contacts, contingency plan).
- Risk register (risks, impact, mitigation, owner).
## Tips
- Hold daily standups during production weeks.
- Create rollback/fallback plans for outdoor shoots or key talent.
- Archive all releases, permissions, and final assets in DAM.
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name: scriptwriting
description: Use when crafting scripts, storyboards, and messaging for video content.
---
# Video Scriptwriting Systems Skill
## When to Use
- Developing scripts for explainer, testimonial, thought leadership, or product videos.
- Aligning scripts with positioning, CTA, and voice/tone guidelines.
- Iterating on scripts based on feedback or performance data.
## Framework
1. **Hook** capture attention in first 5 seconds (question, stat, bold claim).
2. **Problem/Insight** relate to audience pain or opportunity.
3. **Solution Story** product capability or narrative proof with visuals.
4. **Proof** customer quote, metric, analyst validation.
5. **CTA** single next step (demo, trial, download, subscribe).
## Templates
- Script template with columns for VO/dialogue, visuals, motion notes, duration.
- Storyboard grid with frame, description, audio, graphics, CTA.
- Tone/voice checklist (personality traits, jargon allowances, compliance notes).
## Tips
- Write for ear: short sentences, contractions, conversational tone.
- Add direction for B-roll, overlays, animations, and text callouts.
- Plan variant clips (15s teaser, 6s bumper, square stories) from the start.
---