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Get Started Free →borghei/video-content-strategist
This skill should be used when the user asks to "plan video content", "create a video calendar", "optimize video SEO", "analyze thumbnail performance", "improve video titles", "schedule video production", or "build a YouTube strategy".
Passed 19 of 22 test cases with the skill, and 8 of 22 without it.
and 9 more in the full report
12 fixed7 passed either way2 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 12 test cases the skill fixed. Same model, same prompt, with and without the skill.
Where in the project repository is the reference document located that contains frameworks for content pillar strategy and thumbnail design principles?
| Checked | Without skill | With skill |
|---|---|---|
| Refers to references/video-strategy-guide.md as the location of the framework documentation | Missed | Passed |
The instructions your model reads when the skill loads.
Production-ready video content strategy toolkit for planning content calendars, analyzing thumbnail effectiveness, and optimizing video metadata for platform SEO. Designed for content creators, marketing teams, and video producers managing consistent video output across YouTube, TikTok, LinkedIn, and other platforms.
Before planning, confirm these inputs. If any is unknown or vague, ASK — do not assume:
Stop rule: ask only the 2-3 that most change the output. If the user says "just draft it," proceed and list your assumptions at the top of the artifact.
# Plan a video content calendar from topics and audience data
python scripts/video_content_planner.py topics.json --weeks 8 --frequency 3
# Analyze thumbnail text and composition patterns
python scripts/thumbnail_analyzer.py thumbnails.csv
# Optimize video titles, descriptions, and tags for SEO
python scripts/video_seo_optimizer.py video_data.json --platform youtube
| Tool | Purpose | Input | Output |
|---|---|---|---|
video_content_planner.py | Content calendar generation | JSON with topics/audience | Weekly calendar + production schedule |
thumbnail_analyzer.py | Thumbnail pattern analysis | CSV with thumbnail data | Optimization recommendations |
video_seo_optimizer.py | Video metadata SEO | JSON with video details | Optimized titles, descriptions, tags |
test cases passed, vs 8 / 22 without
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