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SpoilerScroll extracts article text to identify what is new
Extract article text and separate new information from material the reader has already seen.
Developer project · Proposed Act workflow.
The build.
SpoilerScroll is a Chrome extension with a TypeScript backend. It calls Darwin Search when local text extraction is insufficient. The repository records successful discovery, but no executable provider route or live extraction through Darwin. Its optional model service is configurable; no vendor is assumed.
ChromeThe brief
Readers often encounter the same information across several articles. SpoilerScroll compares reading material and uses text extraction to help identify what is new.
Finding the right capabilities
Darwin finds extraction capabilities for the selected sources. Coverage matters: missing text limits what a summary can establish.
Coordinating the work
An extraction agent could return permitted text with source references. SpoilerScroll’s own summarizer would compare it with the reader’s existing context.
What comes back
New information separated from repeated coverage, with source links and extraction gaps available to inspect.
The plan, step by step
- 1
Find an extractor.
Search. Find text-extraction capabilities that support the selected article sources.
Act. Check access and coverage limits before requesting article text.
Outcome. An extraction plan showing supported sources and expected coverage gaps.
- 2
Keep the source with the text.
Search. Use the chosen extractor for the approved sources.
Act. Request text with article references and a record of missing sections or extraction failures.
Outcome. Extracted text with source links and coverage notes for summarization.
- 3
Identify what is new.
Search. SpoilerScroll’s own summarization compares the extracted articles with the reader’s existing context.
Act. Produce the comparison locally; ask the extractor for clarification if missing text prevents a conclusion.
Outcome. New points, repeated topics, source links, and limits caused by incomplete extraction.
Reading comparison.
Follow each new point back to extracted source text and check where coverage is incomplete.
Extraction plan
Deliverable: An extraction plan showing supported sources and expected coverage gaps.
Review criteria: Keep inaccessible and unsupported sources visible. Do not bypass access restrictions or infer missing article text.
Extracted text
Deliverable: Extracted text with source links and coverage notes for summarization.
Review criteria: Mark partial extraction as partial. Do not replace unavailable sections with generated content.
Reading comparison
Deliverable: New points, repeated topics, source links, and limits caused by incomplete extraction.
Review criteria: Base the comparison only on available text. Keep repeated coverage and genuinely new points separate.
