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Data acquisition core

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

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-core

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Shared core for the data acquisition skill tree. Use when a data acquisition task needs source access classification, output contracts, compliance boundaries, feasibility scorecards, probing standards, pipeline quality standards, or shared references used by sibling data-acquisition skills. Do not use alone for ordinary browsing or non-data tasks.

SKILL.md

1.8 KB, as published. Nobody here has run it

Data Acquisition Core

Use this as the shared contract package for the data acquisition skill tree. Keep shared definitions here so sibling skills do not drift.

Core References

Load only what the active task needs:

  • references/source-access.md: access classes, owned-session rules, secret handling, publishability.
  • references/output-contracts.md: ModeSelection, SourceAccessClass, DatasetNeed, DatasetSpec, ProbeResults, FeasibilityScorecard, PipelineQualityPlan, PipelinePlan, ApprovalGate.
  • references/compliance-boundaries.md: allowed and disallowed behaviors.
  • references/workflow.md: end-to-end acquisition workflow.
  • references/modes.md: mode ladder and output shapes.
  • references/probing.md: tiny probes, headers, pagination, limits.
  • references/feasibility-scoring.md: scoring and Green/Yellow/Red.
  • references/source-strategies.md: source strategy tradeoffs.
  • references/pattern-library.md: common API/source archetypes.
  • references/endpoint-discovery.md: endpoint reverse-engineering.
  • references/playwright-rendered-dom.md: Patchright warm-session capture, Playwright fallback, and owned-session browser probes.
  • references/execution-adapters.md: warm-session capture, adapter ladder, and optional Jacob Padilla adapter notes.
  • references/pipeline-engineering.md: production pipeline design.
  • references/examples.md: response shapes.

Rule

Child skills should reference these files instead of duplicating contracts.

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.