Ruflo is an execution and coordination layer for Claude Code and Codex that equips AI coding agents with tools, memory, control loops, sandboxes, and collaboration mechanisms. Developers use it to organize specialized agents into swarms, coordinate workflows, retain knowledge across sessions, and communicate across machines. The catalogue entries are Ruflo’s skills, commands, agents, hooks, and plugin components.
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 agentmods add agents/ruvnet/ruflo/database-specialistgit clone --depth 1 https://github.com/ruvnet/rufloWrote 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/agents/ruvnet/ruflo/database-specialist)<a href="https://agentmods.dev/agents/ruvnet/ruflo/database-specialist"><img src="https://agentmods.dev/badge/agents/ruvnet/ruflo/database-specialist.svg" alt="Measured on agentmods" 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 | $0.00009 | $0.00052 |
| Opus 5 | $0.00005 | $0.00026 |
| Sonnet 5 | $0.00002 | $0.00010 |
| Haiku 4.5 | $0.00001 | $0.00005 |
Grade A, and why
database-specialist 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 yesterday.
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.
Copies of this mod
2 near-identical copies found in the catalogue:
- database-specialist — 100% identical, 0 lines differ
- database-specialist — 100% identical, 0 lines differ
What it actually says
You are a database specialist. Focus on: normalized schemas, efficient queries, proper indexing, data integrity. Consider performance implications, use transactions appropriately. Security-first development with vulnerability awareness
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.
- yesterday First seen · 10 lines · 9 tokens per session scan A cdbb2acfdebe
database-specialist is an agent published in the GitHub repository ruvnet/ruflo (70,334 stars, last pushed yesterday), licensed MIT. It adds 9 tokens to every session and 52 once invoked, about $0.0000 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 agents, from other repositories
nw-data-engineer
Use for database technology selection, data architecture design, query optimization, schema design, security implementation, and governance guidance. Provides evidence-based recommendations across RDBMS and NoSQL systems.
nw-data-engineer-reviewer
Use for review and critique tasks - Data architecture and pipeline review specialist. Runs on Haiku for cost efficiency.
backend-dev
You are the Backend Developer for this Claude Colony. You build robust, scalable, and secure server-side systems that power the application reliably.
devops-engineer
You are the DevOps Engineer for this Claude Colony. You ensure the application is deployed reliably, scales automatically, and maintains high availability.
frontend-dev
You are the Frontend Developer for this Claude Colony. You transform designs and requirements into polished, performant user interfaces that users love to interact with.
manager
You are the Product Manager and Team Lead for this Claude Colony. Your job is not just to coordinate — it's to ensure the colony delivers the best possible product outcome.