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 skills/thisisyoyodev/claude-rag/statsnpx skills add ThisisYoYoDev/claude-rag --skill statsgit clone --depth 1 https://github.com/ThisisYoYoDev/claude-ragWhat 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 | $0.00019 | $0.00293 |
| Opus 5 | $0.00010 | $0.00147 |
| Sonnet 5 | $0.00004 | $0.00059 |
| Haiku 4.5 | $0.00002 | $0.00029 |
Grade B, and why
stats scanned grade B with 2 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 2d 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.
cat ~/.claude/plugins/claude-rag/config.json 2>/dev/null || echo '{"connection":{"endpoint":"https://api.clauderag.io"}}' Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
allowed-tools: Bash(curl *) What it actually says
RAG Statistics
Instructions
-
Read the plugin config:
cat ~/.claude/plugins/claude-rag/config.json 2>/dev/null || echo '{"connection":{"endpoint":"https://api.clauderag.io"}}' -
Fetch stats from the backend:
curl -s <endpoint>/api/v1/stats -
Display a comprehensive dashboard:
Overview
| Metric | Value |
|---|---|
| Total Events | X |
| Total Embeddings | X |
| Total Chunks | X (avg Y per event) |
| Sessions | X |
| Projects | X |
| Pending Embeddings | X |
By Content Type
Show bar chart (ascii) of user_prompt, ai_output, tool_call, tool_result, error
Top Tools
Ranked list of most used tools with counts
Languages Detected
List of programming languages found in indexed code
Projects
Table with project name, session count, event count
Recent Sessions
Last 5 sessions with name, project, event count, date
- If pending_embeddings > 0, mention that some events are still being processed.
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.
- 2d ago First seen · 50 lines · 19 tokens per session scan B 44680c1602cf
stats is a skill published in the GitHub repository ThisisYoYoDev/claude-rag (9 stars, last pushed 5mo ago), licensed MIT. It adds 19 tokens to every session and 293 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it B with 2 findings (reads agent configuration directories, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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