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.
git clone --depth 1 https://github.com/alfredolopez80/multi-agent-ralph-loopWrote 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/alfredolopez80/multi-agent-ralph-loop/ralph-researcher)<a href="https://agentmods.dev/agents/alfredolopez80/multi-agent-ralph-loop/ralph-researcher"><img src="https://agentmods.dev/badge/agents/alfredolopez80/multi-agent-ralph-loop/ralph-researcher.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 5.1 | $0.00170 | $0.00756 |
| Opus 5 | $0.00085 | $0.00378 |
| Sonnet 5 | $0.00034 | $0.00151 |
| Haiku 4.5 | $0.00017 | $0.00076 |
Grade B, and why
ralph-researcher scanned grade B with 1 finding 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 4d 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.
Reads agent configuration directoriesmediumAgent snooping
.claude/, .codex/, .gemini/ hold keys, settings and other credentials a mod has no legitimate need for.
# Model is inherited from ~/.claude/settings.json (ANTHROPIC_DEFAULT_*_MODEL) The source is not reproduced here
A licence we could not identify
The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.
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.
- 4d ago Changed · -12 lines · -6 tokens per session d6e52fdd250c
- 8d ago First seen · 105 lines · 176 tokens per session scan B a59c18b05c73
ralph-researcher is an agent published in the GitHub repository alfredolopez80/multi-agent-ralph-loop (146 stars, last pushed 4d ago), with no licence file. It adds 170 tokens to every session and 756 once invoked, about $0.0009 per session on Opus 5. A static security scan graded it B with 1 finding (reads agent configuration directories). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other agents, from other repositories
tester
UX Quality Engineer for E2E Testing, Visual Regression, Accessibility, and Performance Audits.
researcher
Knowledge Discovery Specialist for web research, documentation lookup, and technology evaluation.
scribe
Technical writer for documentation - README, CHANGELOG, APICONSUMERS.md, VERSION management.
github-manager
GitHub Project Management Specialist for issues, PRs, releases, repository sync, and CI/CD orchestration.
architect
System architect for high-level planning, design decisions, and module structure.
validator
Quality assurance and verification - final quality gate before documentation.