Borrowing it
Nothing to install: this file belongs to Aviator-Coding/home-ops. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/Aviator-Coding/home-ops/main/.agents/skills/databases/SKILL.mdgit clone --depth 1 https://github.com/Aviator-Coding/home-opsWrote 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/aviator-coding/home-ops/databases)<a href="https://agentmods.dev/skills/aviator-coding/home-ops/databases"><img src="https://agentmods.dev/badge/skills/aviator-coding/home-ops/databases/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/aviator-coding/home-ops/databases"><img src="https://agentmods.dev/badge/skills/aviator-coding/home-ops/databases.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 | $0.00090 | $0.01109 |
| Opus 5.5 | $0.00036 | $0.00444 |
| Sonnet 5.5 | $0.00018 | $0.00222 |
| Haiku 4.5 | $0.00009 | $0.00111 |
Grade A, and why
databases 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 14d 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 — 71 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Databases: FalkorDB, SurrealDB, CloudNativePG, EMQX, Dragonfly
Versions live in the HelmRelease or the component, not in a Readme. Several Readmes in this namespace are behind the manifests (CNPG chart tag, Dragonfly image, scrape-target count).
Tripwires
- FalkorDB's three memory numbers move together.
--maxmemory 12gbis 0.75 of the 16Gi limit, and the alerts threshold the working-set ratio against that same limit. AOF stays on. Policy staysnoeviction. Readiness isredis-cli -e GRAPH.LIST. falkordb.md - SurrealDB does not roll back, and it has one writer. Upgrade
remediation is
strategy: uninstall.replicaCount: 1is the RocksDB lock, and the replica alert is< 1. Do not setstorageClassName. surrealdb.md - One CNPG Cluster has one live barman destination. A second
ScheduledBackupwith its ownbarmanObjectNamestill reports completed and writes to the first store. Health isreadyInstancesplusContinuousArchiving, notReady. Keep theclustermetric label. cnpg.md - EMQX operator stays on 2.2.x. 2.3.x drops
apps.emqx.io/v2beta1and calls an Enterprise-only API that 404s against this OSS 5.8 broker. emqx.md - Dragonfly is cache-only.
--cache_mode=truemeans a restart drops the data on purpose. There is no central cluster. Five apps, ten scrape targets. dragonfly.md - A snapshot backup is crash-consistent. Both engines have no application hook. A database that has not fsynced restores a stale copy and still starts clean. FalkorDB measured 2174 of 2199 nodes with AOF and 200 of 2199 on the image's stock RDB-only durability.
Where things live
| What | Path |
|---|---|
| FalkorDB | kubernetes/apps/base/database/falkordb/ |
| SurrealDB | kubernetes/apps/base/database/surrealdb/ |
| CNPG operator, cluster, pgAdmin | kubernetes/apps/base/database/cloudnative-pg/ |
| Barman offsite mirror (Backups owns the README) | kubernetes/apps/base/database/cloudnative-pg/offsite-mirror/ |
| EMQX | kubernetes/apps/base/database/emqx/ |
| DuckLake (catalog db, bucket, maintenance CronJob) | kubernetes/apps/base/database/ducklake/ |
| Dragonfly operator | kubernetes/apps/base/database/dragonfly/ |
| Per-app Dragonfly clusters | kubernetes/components/dragonfly/ |
| CNPG health gate | kubernetes/apps/main/database/cloudnative-pg.yaml (do not edit from this skill's PR; the gate is stated in cnpg.md) |
What ships with it
6 files 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.
- 14d ago Changed · +2 lines b077ab6c0a3f
- 25d ago First seen · 69 lines · 90 tokens per session scan A 5d0f815f0c87
databases is a skill published in the GitHub repository Aviator-Coding/home-ops (3 stars, last pushed today), licensed MIT. It adds 90 tokens to every session and 1,109 once invoked, about $0.0004 per session on Opus 5.5. 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 2026-09-29.
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