@di-atomic/video-researcher

@di-atomic/video-researcher

Name
@di-atomic/video-researcher
Tagline
Ranked video ideas every week, each tested against its own channel and a comparison set.
Hero subhead
A top-10 outlier list is often one creator's habit dressed up as a trend. This scores every video against its own channel, tests each theme with its biggest channel removed, and drops ranked idea cards with the evidence on a board you pick from. A second mode reads a product's released code, so a tutorial says what the tool really does.
Who it's for
Founders and marketers who make video for a business, and who have copied a trend that turned out to be one creator's habit.
Version
0.1.0
Tier
beta
Path type
guidance-only
Install command
opvs-skills install @di-atomic/video-researcher
Trigger phrase
run the weekly video scan
Marketplace URL
https://market.opvs.ai/v/di-atomic/video-researcher
Blog URL
https://di-atomic.com/blog/shipping-di-atomic-video-researcher
Stat 1 value
0.99x
Stat 1 label
lift of the top-10 list's number one theme, once its biggest channel was removed
Stat 2 value
1.68x
Stat 2 label
the one theme that still held with its biggest channel removed
Stat 3 value
360
Stat 3 label
long-form videos scored on the first scan, across 6 channels
Stat 4 value
11 cents
Stat 4 label
scraping cost of that whole scan: 59 credits
What headline
What you actually get
Cap 1 icon
📊
Cap 1 title
Scored against the channel itself
Cap 1 desc
300,000 views is a hit on a channel that usually gets 40,000 and a normal week on one that gets 300,000. Each video is compared with the median of its own channel, in the same format and age band, never with a mean.
Cap 2 icon
🗂️
Cap 2 title
Ideas on a board you own
Cap 2 desc
A Research board with six columns: Watch, Ideas, Picked, Product reads, Handed off, Parked. Picked is yours. Ideas you skip for 21 days move to Parked, and next week's run reads what you ignored.
Cap 3 icon
🔍
Cap 3 title
Scripts that match the code
Cap 3 desc
Mode 2 reads the version people can install, not the latest commit. Its first read contradicted my own docs about Codex support (dist/cli.js:460 in @opvs-ai/skills@0.7.1). Each claim comes back confirmed, contradicted or not found, with a file and a line.
Showcase headline
Two ways a ranking lies
Showcase before caption
The same views are a hit on one channel and a normal week on another, so raw view counts mostly measure channel size.
Showcase after caption
Pooled, web design looked 2.81 times stronger than the rest. Without the channel that made most of those videos, it was level.
Worked title
One week of data, two rankings
Worked example
naive top-10, graded by hand T1 AI web design, priced lift 2.81 robust 0.99 (-its top channel) breadth 1 verify-theme-lift .... FAIL, 2 violations same data, ranked by the skill T3 build & sell AI agents n=47 17.0% vs 6.9% lift 2.47 robust 1.68 breadth 3 -> high T1 AI web design, priced n=58 17.2% vs 6.1% lift 2.81 robust 0.99 breadth 1 -> low verify-theme-lift .... PASS, 0 violations
Worked framing
Same videos, same week. The hand-made list fails the theme gate; the skill's ranking passes. Output condensed from the script, channel handles replaced by their role.
Rel 1 icon
🎬
Rel 1 name
@di-atomic/video-director
Rel 1 desc
Turns the script into a shot list. The fact sheet is one of its inputs.
Rel 1 url
https://market.opvs.ai/v/di-atomic/video-director
Rel 2 icon
🔭
Rel 2 name
@di-atomic/competitor-watch
Rel 2 desc
Tracks what changed at a competitor. This skill ranks what to film.
Rel 2 url
https://market.opvs.ai/v/di-atomic/competitor-watch
Rel 3 icon
🖊️
Rel 3 name
@di-atomic/copy-engine
Rel 3 desc
Writes the script from the fact sheet. This skill never writes it.
Rel 3 url
https://market.opvs.ai/v/di-atomic/copy-engine
CTA headline
I wanted to film what works, not what one channel repeats.
CTA description
video-researcher is one skill in the system behind Di-Atomic, the marketing and compliance agency that runs cognitoAI, SpiderIQ and OPVS. Guidance-only, so there is no backend to provision. Your agent uses its own scrapecreators access and reads repositories it can already open.
Upstream license
MIT (patterns only, no upstream code ships)