video-packaging
Skill934 starsChanged 9 months agoMITView on GitHub
Package a video: title and thumbnail-text pairs that never repeat words, or critique them. \"why is no one clicking this video\"
3 other projects use a version of this, 1 of them edited.
Adopted by
Most recently taken up by
- meshcode-ai/skills-videotheir own version, first seen Oct 20, 2026
- teachskillofskills-ai/DigitalMarketingPro-techshuedited, first seen Oct 11, 2026
- meshcode-ai/skillstheir own version, first seen Oct 8, 2026
Other versions3 projects use a version of this.
Word for word · 0
None found.
Edited · 1
Wrote their own version · 2
- meshcode-ai/skills★ 2same name
- meshcode-ai/skills-video★ 0same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository164 other files it gives its agents.
- AGENTS.mdAGENTS.md
- ab-test-planSkill
- ad-creativeSkill
- add-integrationSkill
- aeo-auditSkill
- aeo-geoSkill
- agency-dashboardSkill
- agent-readiness-auditSkill
- analytics-insightsSkill
- anomaly-scanSkill
- attribution-modelSkill
- attribution-reportSkill
- audience-intelligenceSkill
- audience-profileSkill
- autopilot-statusSkill
- backlink-gapSkill
- brand-setupSkill
- budget-optimizerSkill
- budget-trackerSkill
- c2pa-metadataSkill
- campaign-auditSkill
- campaign-orchestratorSkill
- campaign-planSkill
- campaign-statusSkill
- case-study-planSkill
- checkSkill
- churn-riskSkill
- client-onboardingSkill
- client-proposalSkill
- client-reportSkill
- client-validation-documentSkill
- cohort-analysisSkill
- competitor-alertsSkill
- competitor-analysisSkill
- competitor-monitorSkill
- competitor-pagesSkill
- connectSkill
- content-briefSkill
- content-calendarSkill
- content-decay-scanSkill
- content-engineSkill
- content-repurposeSkill
- context-engineSkill
- continuous-improvement-loopSkill
- counter-narrativeSkill
- cowork-setupSkill
- creative-healthSkill
- creative-testing-frameworkSkill
- credential-switchSkill
- crisis-responseSkill
- crm-syncSkill
- croSkill
- dark-funnelSkill
- data-exportSkill
- data-importSkill
- digital-prSkill
- email-sequenceSkill
- emerging-channelsSkill
- engagement-workflowSkill
- entity-auditSkill
- The first 60 shown.
The file
Files
/digital-marketing-pro:video-packaging
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Packaging decides whether a video gets watched; the content only decides whether it deserved to be. On every video surface the viewer sees two elements at once — the title and the thumbnail text — and the craft is that they must do different jobs:
- The title carries context and keywords — what the video is, phrased the way people search and the way the platform's systems read it.
- The thumbnail text carries the tension — the number, the contradiction, the "wait, what?" that a human reacts to in half a second.
- Overlap is wasted real estate. A thumb word that already appears in the title bought nothing with the scarcest pixels the brand owns.
Discovery intent — tag every package
A video idea earns discovery one of two ways, and the packaging differs:
| Intent | How it is found | Packaging consequence |
| Search | Typed queries; ranks over months | Title leads with the query phrasing (front-load the keyword); thumb adds the differentiator vs the other results |
| Browse | Suggested/home feeds; spikes on click-through | Title can spend more of its length on intrigue; thumb carries the pattern-break |
| Both | Rare; usually a search topic with a browse-worthy angle | Package for search, let the thumb do the browse work |
No search or browse logic → not a video idea yet. Route it back through topic development before spending packaging effort on it. For search-intent videos, pull the real query phrasing from /digital-marketing-pro:keyword-research rather than guessing it.
Generate mode
Input: the topic or concept, the brand, target platform, intent if known.
# Video packaging — [topic]
**Discovery intent:** Search / Browse / Both — [the reasoning in one line]
## Pair 1 — [angle: curiosity / benefit / identity]
**Title:** [≤60 chars where possible — what survives truncation comes first]
**Thumb text:** [1-3 words]
**Why they pair:** [the different jobs, and how they combine into one click decision]
## Pair 2 — [different angle]
## Pair 3 — [different angle]
## Recommendation
[Which pair leads and why — grounded in the intent tag, not taste]
## A/B note
[Which single element to vary if testing — never both at once]Critique mode
Input: an existing title and/or thumbnail text (works from a screenshot description too).
# Packaging critique — [the draft]
## Verdict: PASS / FIX / FAIL
## The pairing check
[Do title and thumb do different jobs? Quote any echoed words — each is the
finding, verbatim.]
## Working
[What earns its place]
## Not working
[Specific, quotable problems — vague titles, buried keywords, thumb text
restating the title, curiosity with no clarity]
## 3 fixed pairs
[Revised packages, same content, same claims — packaging never promises what
the video does not deliver]Critical rules
- Reject any pair where a thumb word appears in the title. This is the countable core rule — check it word by word, not by impression.
- Titles ≤60 characters where possible; when longer, everything that matters sits before the truncation point.
- Thumb text: 1–3 words. Four is a caption, not a thumbnail.
- Clarity beats curiosity. A pair that intrigues but does not say what the viewer gets fails — curiosity-gap packaging that the content cannot pay off is churn, and on regulated brands it is a compliance finding.
- Packaging never outpromises the video. The claims in a title pass the same brand guardrails as any other copy; run /digital-marketing-pro:check before anything ships.
- Three pairs minimum in Generate; three fixes minimum in Critique. One option is a decision already made; the client gets choices with reasoning.
- Tag the intent every time. An untagged package is a guess about how the video will be found — and search and browse reward different structures.
- No templated packaging across a channel. YouTube treats repetitive or mass-produced content as "inauthentic content", ineligible for monetisation (policy update 2025-07-15, YouTube Help 1311392, read 2026-10-28): every pair is written for its own video.
- Disclose realistic AI imagery. Realistic AI-generated or altered people, places or events need YouTube's "AI use" disclosure at upload; files carrying C2PA metadata may be labelled automatically (YouTube Help 14328491, read 2026-10-28).
Pairs with
- /digital-marketing-pro:video-script — the script this packaging fronts; its thumbnail-concept step follows the same pairing rule
- /digital-marketing-pro:keyword-research — real query phrasing for search-intent titles
- /digital-marketing-pro:check — claims and compliance gate before publishing
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