Streaming & real-time data

The top-rated launch-quality Streaming & real-time data skill for AI agents is binance-spot-websocket-skill (grade B), followed by kafka-dlq-review and kafka-connector-review. Skillspace rates 76 Streaming & real-time data skills; 26 are launch-quality.

Kafka, Flink, Spark streaming, CDC and event processing.

Launch-quality skills first, then by grade, then by our Skill Score, which adds judge reviews, test results, GitHub stars and adoption.

  1. binance-spot-websocket-skill B
  2. kafka-dlq-review B
  3. kafka-connector-review B
  4. kafka-topic-audit B
  5. kafka-consumer-lag B
  6. kafka-schema-review B
  7. kafka-perf-review B
  8. flink-optimizer B
  9. cryptofeed C
  10. databricks-zerobus-ingest C
  11. managing-amazon-msk C
  12. component-search C
  13. migrate-to-msk C
  14. pipeline-assistant C
  15. streaming-data C
  16. vss-setup-video-analytics-api C
  17. sql-usage C
  18. mongodb-atlas-stream-processing C
  19. kafka C
  20. kafka-streams-programming C
  21. streaming-kafka C
  22. kafka-schema-registry C
  23. good-skill C
  24. developing-kafka-python-client C
  25. rt-setup-triggers C

Frequently asked questions

What is the best Streaming & real-time data skill for AI agents?

The top-rated launch-quality Streaming & real-time data skill for AI agents is binance-spot-websocket-skill (grade B), followed by kafka-dlq-review and kafka-connector-review. Skillspace rates 76 Streaming & real-time data skills; 26 are launch-quality.

How does Skillspace rate Streaming & real-time data skills?

Skillspace grades every Streaming & real-time data skill from A to F with a published scoring engine that reads the skill's SKILL.md: architecture and maturity make the score, and a security scan can cap it. In crowded categories, a judge model also compares the strongest contenders side by side, and some skills are tested head-to-head on real tasks against other skills in the same category (including a deliberately weak one) and a no-skill baseline. Launch-quality skills are graded A to C with a clean safety verdict, and not excluded by a quality filter: the filters catch skills our model's safety screen flags for prompt injection, guardrail bypass, harmful content or credential exposure; test fixtures and attack benchmarks; skills written only for the repository they live in; templates and stubs; and near-duplicate variants and copies of other skills. Ratings were last updated on 24 September 2026; the full method is on the methodology page.

Are Streaming & real-time data skills safe to install?

Of the 76 Streaming & real-time data skills Skillspace rates, 72 passed its safety scan and 4 are flagged: 3 for review and 1 as unsafe. Each skill's page shows its safety verdict. A pass is not a guarantee: the scan reads only the skill's SKILL.md, not the scripts or other files it ships, and looks for patterns such as piping a remote script into a shell, reading credentials or hiding actions from the user. Skills are third-party code that Skillspace indexes but does not host or endorse, so read a skill's source on GitHub before you install it.

Skillspace indexes and rates skills; it does not host or endorse them. Run third-party skills at your own risk.