change-data-capture-operations SKILL.md skillA

change-data-capture-operations from robsonkades/agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add robsonkades/agent-skills/change-data-capture-operations@git:20261016.c769bd8

Pins git:20261016.c769bd8 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
robsonkades/agent-skills
Path
skills/change-data-capture-operations/SKILL.md
Versions recorded
3
Latest version
git:20261016.c769bd8, committed Oct 16, 2026
First version recorded
Sep 23, 2026
Size
11,817 bytes
Repository stars
3
License
Apache-2.0

Operating Debezium source CDC through snapshots, lag, restarts, log retention and failover. Use when PostgreSQL WAL or MySQL binlogs accumulate, a connector cannot resume, a snapshot is interrupted, schema history is missing, or captured tables need controlled resynchronization. Covers source continuity and sink replay consequences; consumer offset resets, transactional outbox design, stream runtime tuning and cross-engine migration belong to neighboring skills.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Change Data Capture Operations

Preserve a defensible chain from source commits through durable connector progress to visible
sink state. A task marked RUNNING, a saved offset and a completed snapshot each prove different things.

## Establish the recovery contract

Use existing evidence before requesting more. Record only what changes the decision:

- Source engine/version, topology and failover manager; Debezium connector build and decoder;
  Kafka Connect distributed/standalone, Debezium Server, Engine, or another hosting runtime.
- Effective connector identity, source database, captured tables, keys/replica identity,
  transformations, snapshot mode and signaling configuration. Identify any recent DDL or filter changes.
- Durable source offsets, snapshot progress, source log availability, PostgreSQL slot/publication
  or MySQL schema history, and their storage/backup owners. Capture positions and timestamps together.
- Sink purpose: reconstruct current state or preserve every transition; accepted duplicate/loss
  windows, delete handling, side effects, recovery time and retention budget.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add robsonkades/agent-skills/change-data-capture-operations@sha256:1f1f9fa9c86f6694

The line at the top of this page pins the label git:20261016.c769bd8, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_h3hgqddiya22u2as.svg)](https://markdownregistry.com/a/art_h3hgqddiya22u2as)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 3 versions of this file, between Sep 23, 2026 and Oct 16, 2026, about one every 12 days.

versioncommittedcommitsizeaudit
git:20261016.c769bd8 latest2026-10-16 c769bd8 11,817 BA view · diff
git:20260927.9ecadfd2026-09-27 9ecadfd 11,590 BA view · diff
git:20260923.832673e2026-09-23 832673e 8,844 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (11817 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

robsonkades/agent-skills · 3 stars · license Apache-2.0 · pushed 2026-10-28 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_h3hgqddiya22u2as
GET https://markdownregistry.com/api/v1/resolve?ref=robsonkades/agent-skills/change-data-capture-operations
GET https://markdownregistry.com/api/v1/blob/1f1f9fa9c86f6694c1404cf97bd8f6d2ff4481a6cc0ec63e02080f98f870fa71

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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