airflow-starrocks-cdc-orchestrator

airflow-starrocks-cdc-orchestrator is a skill for Claude Code, Codex from ivanshamaev/de-agent-skills. It costs 66 tokens per session (3,869 once invoked), scanned B, original, no licence file.

A guide to coordinating change-data-capture pipelines into StarRocks. Change-data capture copies inserts, updates, and deletes from a source system as they happen.

In plain words
What is it for?
Use it for incremental syncing with watermarks, Routine Load checks, Flink job submission, lag alerts, dead-letter reprocessing, and multi-table dependencies.
Why use it?
It helps detect delayed or unhealthy sync jobs, handle schema changes, and recover records that failed to load.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

Good fit Use it for incremental syncing with watermarks, Routine Load checks, Flink job submission, lag alerts, dead-letter reprocessing, and multi-table dependencies.

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Install with agentmods
npx agentmods add skills/ivanshamaev/de-agent-skills/airflow_starrocks_cdc_orchestrator
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.

Any agent
npx skills add ivanshamaev/de-agent-skills --skill airflow_starrocks_cdc_orchestrator
Clone the repo
git clone --depth 1 https://github.com/ivanshamaev/de-agent-skills

Made for: Claude Code, Codex.

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 airflow-starrocks-cdc-orchestrator

README.md
[![agentmods](https://agentmods.dev/badge/skills/ivanshamaev/de-agent-skills/airflow_starrocks_cdc_orchestrator/github.svg)](https://agentmods.dev/skills/ivanshamaev/de-agent-skills/airflow_starrocks_cdc_orchestrator)
Your own site
<a href="https://agentmods.dev/skills/ivanshamaev/de-agent-skills/airflow_starrocks_cdc_orchestrator"><img src="https://agentmods.dev/badge/skills/ivanshamaev/de-agent-skills/airflow_starrocks_cdc_orchestrator/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for airflow-starrocks-cdc-orchestrator

Your own site · 80×15
<a href="https://agentmods.dev/skills/ivanshamaev/de-agent-skills/airflow_starrocks_cdc_orchestrator"><img src="https://agentmods.dev/badge/skills/ivanshamaev/de-agent-skills/airflow_starrocks_cdc_orchestrator.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 66 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,869 The whole file, excluding the scripts and references it only reads on demand.
Security scan B 2 findings. A grade says what 26 rules found in the file — not that it is safe.
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 5.1 $0.00066 $0.03869
Opus 5 $0.00033 $0.01935
Sonnet 5 $0.00013 $0.00774
Haiku 4.5 $0.00007 $0.00387

Measured 12d ago against content hash abf6c637d59f, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade B, and why

airflow-starrocks-cdc-orchestrator scanned grade B with 2 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 12d 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.

Sends data to an external URLmediumData exfiltration

A POST to an outside endpoint may be telemetry or may be exfiltration; either way the mod talks to somewhere, and you should know where.

resp = requests.post( "http://kafka-connect:8083/connectors/postgres-cdc-source/tasks/0/restart"

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

resp = requests.post(
group_skills/starrocks_group_skills/airflow_starrocks_cdc_orchestrator/SKILL.md · 486 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. 12d ago First seen · 486 lines · 66 tokens per session scan B abf6c637d59f

Subscribe to this mod's changes

airflow-starrocks-cdc-orchestrator is a skill published in the GitHub repository ivanshamaev/de-agent-skills (18 stars, last pushed 3mo ago), with no licence file. It adds 66 tokens to every session and 3,869 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it B with 2 findings (sends data to an external url, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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