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 Kilo-Org/kilo-marketplace --skill database-observabilitygit clone --depth 1 https://github.com/Kilo-Org/kilo-marketplaceWrote 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/kilo-org/kilo-marketplace/database-observability)<a href="https://agentmods.dev/skills/kilo-org/kilo-marketplace/database-observability"><img src="https://agentmods.dev/badge/skills/kilo-org/kilo-marketplace/database-observability/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/kilo-org/kilo-marketplace/database-observability"><img src="https://agentmods.dev/badge/skills/kilo-org/kilo-marketplace/database-observability.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00100 | $0.01372 |
| Opus 5 | $0.00050 | $0.00686 |
| Sonnet 5 | $0.00020 | $0.00274 |
| Haiku 4.5 | $0.00010 | $0.00137 |
Grade A, and why
database-observability 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 8d 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 — 181 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Grafana Cloud Database Observability
Docs: https://grafana.com/docs/grafana-cloud/monitor-applications/database-observability/
Provides query-level insights (RED metrics, query samples, explain plans) for MySQL and PostgreSQL without application code changes. Generally Available as of April 2026.
Supported Databases
| Database | Variants |
|---|---|
| MySQL | Self-managed, RDS MySQL, Aurora MySQL, Cloud SQL MySQL, Azure Database for MySQL |
| PostgreSQL | Self-managed, RDS PostgreSQL, Aurora PostgreSQL, Cloud SQL PostgreSQL, Azure Database for PostgreSQL |
Prerequisites
PostgreSQL
-- 1. Enable pg_stat_statements in postgresql.conf
-- shared_preload_libraries = 'pg_stat_statements'
-- Then restart PostgreSQL
-- 2. Create monitoring user
CREATE USER grafana_monitoring WITH PASSWORD 'secret';
GRANT pg_monitor TO grafana_monitoring;
GRANT CONNECT ON DATABASE mydb TO grafana_monitoring;
-- 3. Enable the extension
CREATE EXTENSION IF NOT EXISTS pg_stat_statements;
MySQL
-- Create monitoring user with least-privilege permissions
CREATE USER 'grafana_monitoring'@'%' IDENTIFIED BY 'secret';
GRANT SELECT, PROCESS, REPLICATION CLIENT ON *.* TO 'grafana_monitoring'@'%';
GRANT SELECT ON performance_schema.* TO 'grafana_monitoring'@'%';
FLUSH PRIVILEGES;
Alloy Configuration
PostgreSQL
database_observability.postgres "mydb" {
data_source_name = "postgresql://grafana_monitoring:secret@localhost:5432/mydb?sslmode=disable"
enable_collectors = ["pg_stat_statements", "query_samples", "schema_details"]
forward_metrics_to = [prometheus.remote_write.cloud.receiver]
forward_logs_to = [loki.write.cloud.receiver]
}
prometheus.remote_write "cloud" {
endpoint {
url = sys.env("PROMETHEUS_URL")
basic_auth {
username = sys.env("PROMETHEUS_USER")
password = sys.env("GRAFANA_CLOUD_API_KEY")
}
}
}
loki.write "cloud" {
endpoint {
url = sys.env("LOKI_URL")
basic_auth {
username = sys.env("LOKI_USER")
password = sys.env("GRAFANA_CLOUD_API_KEY")
}
}
}
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.
- 8d ago First seen · 181 lines · 100 tokens per session scan A 93aa25ccadc5
database-observability is a skill published in the GitHub repository Kilo-Org/kilo-marketplace (175 stars, last pushed 22d ago), licensed Apache-2.0. It adds 100 tokens to every session and 1,372 once invoked, about $0.0005 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 2026-09-03.
Other skills, from other repositories
alloydb-basics
Manages clusters, instances, and backups for AlloyDB for PostgreSQL, and integrates with AlloyDB Model Context Protocol (MCP) tools for automated database operations. Use when creating, configuring, or administering AlloyDB databases. Do NOT use for general PostgreSQL instances (e.g. Cloud SQL) or other GCP databases.
postgresql-table-design
Use this skill when designing or reviewing a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features.
db-repair
Auto-fix gbrain's Postgres access so the brain stays available. When any gbrain command or MCP tool result carries a GBRAINDBACCESS marker (or an operator reports the brain database is down), run the hardcoded gbrain db-repair ladder: diagnose, apply the safe tier, verify. The action is ALWAYS the hardcoded command …
dsql
Build with Aurora DSQL — manage schemas, execute queries, handle migrations, diagnose query plans, diagnose cluster performance, load data, and develop applications with a serverless, distributed SQL database. Covers IAM auth, multi-tenant patterns, MySQL-to-DSQL and PostgreSQL-to-DSQL schema conversion, foreign key…
volcengine-rds-postgresql
A tool for operating PostgreSQL databases hosted by Volcano Engine's managed database service. PostgreSQL is a relational database used to store structured application data.
polar-local-environment
This skill should be used when setting up or managing Polar local development environment with Docker.