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data-acquisition-pipeline

Use when the user wants a production-grade scraping/API/browser pipeline design or implementation plan: pipeline.yaml, schemas, raw/staged/normalized outputs…

Skill by Pranjay-kumar

IndexedMIT★ 2
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Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/pranjay-kumar-data-acquisition-pipeline

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Use when the user wants a production-grade scraping/API/browser pipeline design or implementation plan: pipeline.yaml, schemas, raw/staged/normalized outputs, dedupe, incremental refresh, checkpoints, retries, rate-limit strategy, quality gates, observability, run reports, and recovery.

Use cases: design, backend, data

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Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/data-acquisition-pipeline

What's inside

Skill name
data-acquisition-pipeline
Description
Use when the user wants a production-grade scraping/API/browser pipeline design or implementation plan: pipeline.yaml, schemas, raw/staged/normalized outputs, dedupe, incremental refresh, checkpoints, retries, rate-limit strategy, quality gates, observability, run reports, and recovery.
License
MIT
Instructions
30 lines in SKILL.md · view on GitHub

Files (1)

  • SKILL.md

SKILL.md (first lines)

# Data Acquisition Pipeline

Act as the pipeline architect. Turn known or proposed sources into a restartable, observable, quality-checked pipeline.

## Shared Core

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

- `pipeline-engineering.md`
- `source-access.md`
- `output-contracts.md`
- `source-strategies.md`
- `compliance-boundaries.md`

## Output

Return:

- `SourceAccessClass`
- `PipelineQualityPlan`
- `PipelinePlan`
- schema
- output layout
- run report shape
- validation gates
- `ApprovalGate`

If implementing, keep secrets local and outputs incremental.

From Pranjay-kumar/universal-data-acquisition-pipeline-skill, MIT.

More from Pranjay-kumar/universal-data-acquisition-pipeline-skill

Signals

Stars
2
Forks
0
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0
Last commit (this folder)
Jun 9, 2026 (4 months ago)

From GitHub (fetched Oct 24, 2026).

Details

License
MIT
Repository
github.com/Pranjay-kumar/universal-data-acquisition-pipeline-skill
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
GitHubgithub-graphql

More from Pranjay-kumar

Cite this page

data-acquisition-pipeline skill. Agent Mart. https://agentmart.dev/skills/pranjay-kumar-data-acquisition-pipeline (last updated 2026-10-24)