02-url-to-explainer-video

Installation
SKILL.md

URL/Product to Explainer Video

Apply ../00-video-production-guardrails/SKILL.md first; its gates apply to every video produced from this workflow.

1. Input intake gate

  • Accept exactly one of two inputs: a single product URL, or a short product brief (written claims/features supplied directly by the requester). Do not proceed past this step without one of the two.
  • If given a URL, fetch and read the actual page content before any other step; do not proceed on the URL string alone or on background knowledge about the product or brand.
  • If given a brief instead of a URL, treat the brief itself as the primary source for step 2 — there is no separate page to fetch, but the same "only extracted/verified claims" rule in step 2 still applies to it.

2. Research and knowledge-extraction gate

  • Unlike a blog-to-video workflow, this workflow has no existing long-form source text to draw from — extracting the product's claims, features, and positioning from the fetched page (or supplied brief) is this workflow's own first step, done before any scriptwriting.
  • List every claim, feature, spec, and stated benefit found in the source, each traceable back to the specific page section or brief line it came from. Do not add a claim the source does not state, and do not soften or strengthen a claim beyond what the source says.
  • Where the source itself makes a claim that looks unverifiable or unsourced (e.g., "the #1 choice for professionals" with no citation on the page), carry that claim forward flagged as unverified rather than dropping it silently or treating it as confirmed. [FTC-AICLAIMS-01]
  • The output of this step is a claim list, not a script — do not blend extraction and copywriting into the same pass.

3. Script and scene-plan gate

  • Draft the script and scene-by-scene breakdown using only claims from the step 2 claim list; a claim that did not survive extraction does not appear in the script. This is the same accuracy gate ../00-video-production-guardrails/SKILL.md applies to every workflow in this pack — a URL-to-video pipeline is most exposed to it here, since there is no pre-existing published post to serve as a faithfulness anchor.
  • For each scene, record what it needs to show or say and which extracted claim(s) it illustrates, so a later reviewer can trace every scene back to a source claim.
  • A claim flagged unverified in step 2 must clear an independent primary source before it can appear in the script; if it cannot be substantiated on request, exclude it from the script entirely. There is no hedged-inclusion option — ../00-video-production-guardrails/SKILL.md's content-accuracy gate does not treat a hedge as equivalent to substantiation. [FTC-AICLAIMS-01]
Installs
1
GitHub Stars
1
First Seen
Aug 12, 2026
02-url-to-explainer-video — wakqasahmed/video-production-skills