decompose-multimedia-source-verification

star 40

A two-stage strategy to isolate specific visual or bibliographic details from social media and video content by separating source identification from contextual extraction.

web2bigtable By web2bigtable schedule Updated 4/1/2026

name: decompose-multimedia-source-verification description: A two-stage strategy to isolate specific visual or bibliographic details from social media and video content by separating source identification from contextual extraction.

When to Use

This strategy is triggered when a query requires identifying a specific object, title, or detail contained within a piece of multimedia content. It is applicable when the user provides metadata signals such as a platform-specific title, an uploader's handle, or a precise upload timeframe. Use this when the answer cannot be found in general knowledge but resides within the visual or auditory stream of a specific digital asset.

Decomposition Template

  1. Source Authentication & Retrieval: Locate the primary source URL and retrieve the most granular metadata available (full transcript, OCR data, or frame-by-frame descriptions). The goal is to move beyond search engine snippets to the actual content body.
  2. Targeted Contextual Extraction: Within the retrieved source, isolate the specific segment referenced. Distinguish between the subject matter (what the video is about) and the target object (the specific item, text, or title requested).
  3. Cross-Reference Verification: Compare the extracted detail against the video’s official description or pinned comments to ensure the item is not a misidentified prop or a generic placeholder.

Worker Assignment Rules

  • Worker 1 (The Scout): Responsible for finding the exact video link and the full transcript/metadata.
  • Worker 2 (The Analyst): Responsible for scanning the transcript or visual descriptions to find the specific timestamp and extracting the requested detail.
  • Worker 3 (The Auditor): Required if the target is a "title" or "name," to ensure the worker hasn't substituted a descriptive summary for a formal name.

Answer Format

The final output must clearly state the specific detail found, followed by the timestamp or source segment where it was located. 最终答案: [Specific Detail/Title] (Found at [Timestamp/Context])

Anti-Patterns

  • Topic-Object Confusion: Substituting a general description of the video's theme for the specific bibliographic or physical title requested.
  • Snippet Reliance: Formulating an answer based on search engine preview text which often truncates or summarizes the actual data.
  • Temporal Drift: Failing to verify the upload date, leading to the selection of a similar video from the same creator but a different timeframe.
  • Metadata Blindness: Ignoring the video description or pinned comments which often contain the precise names of items shown in the video.
Install via CLI
npx skills add https://github.com/web2bigtable/Web2BigTable --skill decompose-multimedia-source-verification
Repository Details
star Stars 40
call_split Forks 1
navigation Branch main
article Path SKILL.md
More from Creator
web2bigtable
web2bigtable Explore all skills →