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.
npx skills add sandeepmvl/rails-skills --skill 46-cdc-debezium-railsgit clone --depth 1 https://github.com/sandeepmvl/rails-skillsWrote 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.
[](https://agentmods.dev/skills/sandeepmvl/rails-skills/46-cdc-debezium-rails)<a href="https://agentmods.dev/skills/sandeepmvl/rails-skills/46-cdc-debezium-rails"><img src="https://agentmods.dev/badge/skills/sandeepmvl/rails-skills/46-cdc-debezium-rails/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.
<a href="https://agentmods.dev/skills/sandeepmvl/rails-skills/46-cdc-debezium-rails"><img src="https://agentmods.dev/badge/skills/sandeepmvl/rails-skills/46-cdc-debezium-rails.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00120 | $0.02291 |
| Opus 5 | $0.00060 | $0.01145 |
| Sonnet 5 | $0.00024 | $0.00458 |
| Haiku 4.5 | $0.00012 | $0.00229 |
Grade A, and why
cdc-debezium-rails 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 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.
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.
How it starts
The opening of the file, as written. The whole thing — 255 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CDC with Debezium
CDC publishes every row change in your Rails DB as a Kafka event. Downstream consumers (search index, data warehouse, audit log, downstream services) get them without your app emitting anything. Powerful and dangerous — every Rails write becomes a public contract.
The opinion
Use Debezium with Postgres logical replication when you have multiple downstream consumers needing eventually-consistent DB state (search, warehouse, cache invalidation). Do NOT use CDC as your domain event bus — emit explicit domain events from the app layer for that. CDC leaks schema; domain events express intent. Set
REPLICA IDENTITY FULLon tables you publish from. Use a single publication and replication slot per Debezium connector. Tombstone-handle deletes.
When CDC fits
| Use case | CDC fits? |
|---|---|
| Update search index when posts change | ✅ |
| Stream changes to a data warehouse | ✅ |
| Audit trail of every DB write | ✅ |
| Cache invalidation on row updates | ✅ |
| Sync to a downstream service's own DB | ⚠️ (couples on schema — use domain events) |
| Trigger business workflows | ❌ (semantic = "row changed", not "order placed") |
| Eventual consistency between microservices | ❌ (use domain events) |
The litmus test: would a column rename break downstream? If yes, you're using CDC for the wrong thing.
Postgres setup
-- postgresql.conf
wal_level = logical
max_replication_slots = 4 -- one per Debezium connector
max_wal_senders = 4
-- Restart Postgres.
-- Create a publication for the tables you want to stream
CREATE PUBLICATION rails_app_pub FOR TABLE posts, users, orders;
-- Or all tables (broad)
-- CREATE PUBLICATION rails_app_pub FOR ALL TABLES;
-- Critical: enables UPDATE/DELETE events to include the previous row state
ALTER TABLE posts REPLICA IDENTITY FULL;
ALTER TABLE users REPLICA IDENTITY FULL;
ALTER TABLE orders REPLICA IDENTITY FULL;
-- Replication user with limited grants
CREATE ROLE debezium WITH REPLICATION LOGIN PASSWORD 'redacted';
GRANT CONNECT ON DATABASE rails_app TO debezium;
GRANT USAGE ON SCHEMA public TO debezium;
GRANT SELECT ON ALL TABLES IN SCHEMA public TO debezium;
ALTER DEFAULT PRIVILEGES IN SCHEMA public GRANT SELECT ON TABLES TO debezium;
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 12d ago First seen · 255 lines · 120 tokens per session scan A c0fb5a56837e
cdc-debezium-rails is a skill published in the GitHub repository sandeepmvl/rails-skills (21 stars, last pushed 3mo ago), licensed MIT. It adds 120 tokens to every session and 2,291 once invoked, about $0.0006 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 2026-08-30.
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