processing-streaming-data

processing-streaming-data is a skill for Claude Code, Codex from Unknown-333/awesome-data-engineering-skills. It costs 79 tokens per session (769 once invoked), scanned A, original, no licence file.

A guide for building and debugging systems that process data continuously with Kafka, Spark Structured Streaming, or Flink. It covers how messages are delivered, how time windows work, and how failures and late data are handled.

In plain words
What is it for?
Use it when configuring or troubleshooting streaming pipelines, including event-time windows, watermarks, idempotent consumers, checkpoints, and at-least-once or exactly-once processing.
Why use it?
It addresses common streaming problems such as duplicate processing, out-of-order events, lost progress, and unclear delivery guarantees.

Skill for Claude CodeCodex

Part of the data-engineering-skills plugin — 37 skills shipped together

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/unknown-333/awesome-data-engineering-skills/processing-streaming-data
Any agent
npx skills add Unknown-333/awesome-data-engineering-skills --skill processing-streaming-data
Clone the repo
git clone --depth 1 https://github.com/Unknown-333/awesome-data-engineering-skills

Made for: Claude Code, Codex.

Or install data-engineering-skills, the plugin that ships this one along with the rest of its 37 skills.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for processing-streaming-data

README.md
[![agentmods](https://agentmods.dev/badge/skills/unknown-333/awesome-data-engineering-skills/processing-streaming-data.svg)](https://agentmods.dev/skills/unknown-333/awesome-data-engineering-skills/processing-streaming-data)
Your own site
<a href="https://agentmods.dev/skills/unknown-333/awesome-data-engineering-skills/processing-streaming-data"><img src="https://agentmods.dev/badge/skills/unknown-333/awesome-data-engineering-skills/processing-streaming-data.svg" alt="Measured on agentmods" height="20"></a>
Per session 79 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 769 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.00079 $0.00769
Opus 5 $0.00039 $0.00385
Sonnet 5 $0.00016 $0.00154
Haiku 4.5 $0.00008 $0.00077

Measured 3d ago against content hash d4e1379f3d7e, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

processing-streaming-data scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 3d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/processing-streaming-data/SKILL.md · 76 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 3d ago First seen · 76 lines · 79 tokens per session scan A d4e1379f3d7e

Subscribe to this mod's changes

processing-streaming-data is a skill published in the GitHub repository Unknown-333/awesome-data-engineering-skills (15 stars, last pushed 4d ago), with no licence file. It adds 79 tokens to every session and 769 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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