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Data acquisition discovery

Skill Pranjay-kumar/universal-data-acquisition-pipeline-skill/skills/data-acquisition-discovery

Codex/Claude skill for designing robust scraping, API, Playwright, and authorized data acquisition pipelines

Install
npx -y skills add Pranjay-kumar/universal-data-acquisition-pipeline-skill --skill data-acquisition-discovery

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

One thing to look at

  • 1 stars1 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.

What its author says it does

Copied from the file, not written here

Use for discovering and reverse-engineering data sources: official APIs, XHR/fetch, GraphQL, persisted queries, Algolia, Shopify, Salesforce Commerce Cloud, sitemaps, feeds, embedded JSON, hydration state, page-data routes, pagination limits, headers, params, and endpoint templates.

SKILL.md

0.9 KB, as published. Nobody here has run it

Data Acquisition Discovery

Act as the endpoint/source discovery specialist. Prefer structured routes over brittle DOM extraction.

Shared Core

Read from ../data-acquisition-core/references/:

  • source-access.md
  • pattern-library.md
  • endpoint-discovery.md
  • probing.md
  • source-strategies.md
  • output-contracts.md
  • compliance-boundaries.md

Output

Return:

  • ModeSelection
  • SourceAccessClass
  • SourcePlan
  • EndpointPlan
  • HeaderProfile
  • ProbeResults
  • pagination/limit findings
  • ApprovalGate

Use tiny probes. Do not harvest broad lists just to learn pagination.

Keep looking

Skills are one crate of 328,083. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.