Borrowing it
Nothing to install: this file belongs to hoangsonww/AI-RAG-Assistant-Chatbot. 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/hoangsonww/AI-RAG-Assistant-Chatbot/master/.claude/agents/review-specialist.mdgit clone --depth 1 https://github.com/hoangsonww/AI-RAG-Assistant-ChatbotWrote 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/hoangsonww/ai-rag-assistant-chatbot/review-specialist)<a href="https://agentmods.dev/agents/hoangsonww/ai-rag-assistant-chatbot/review-specialist"><img src="https://agentmods.dev/badge/agents/hoangsonww/ai-rag-assistant-chatbot/review-specialist/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/agents/hoangsonww/ai-rag-assistant-chatbot/review-specialist"><img src="https://agentmods.dev/badge/agents/hoangsonww/ai-rag-assistant-chatbot/review-specialist.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 | $0.00032 | $0.00113 |
| Opus 5.5 | $0.00013 | $0.00045 |
| Sonnet 5.5 | $0.00006 | $0.00023 |
| Haiku 4.5 | $0.00003 | $0.00011 |
Grade A, and why
review-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 2mo 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.
What it actually says
Review Specialist
Perform a review-only pass.
Expectations
- Prioritize findings over summaries.
- Focus on correctness, regressions, contract drift, and missing validation.
- Call out remaining risk explicitly when no concrete findings are found.
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.
- 2mo ago First seen · 22 lines · 32 tokens per session scan A d30833b24980
review-specialist is an agent published in the GitHub repository hoangsonww/AI-RAG-Assistant-Chatbot (50 stars, last pushed 1mo ago), licensed MIT. It adds 32 tokens to every session and 113 once invoked, about $0.0001 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 2026-08-30.
review-specialist compared with agents from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| review-specialisthoangsonww/AI-RAG-Assistant-Chatbot | Agent | 50 | 1mo ago | MIT | A | 32 | Claude Code |
| code-reviewerpiomin/claude-ai-spring-boot | Agent | 1.4k | 7d ago | Apache-2.0 | A | 65 | Claude Code |
| code-reviewerrootstrap/rails_api_base | Agent | 634 | 2d ago | MIT | A | 47 | Claude Code |
| mcp-reviewerhoangsonww/Claude-Code-Agent-Monitor | Agent | 1.1k | yesterday | MIT | A | 21 | Claude Code |
| filemap-checkerfpindej/netrock | Agent | 235 | 4d ago | MIT | A | 28 | Claude Code |
| ase-repo-reviewrse/ase | Agent | 62 | yesterday | Apache-2.0 | A | 7 | Claude Code |
| frontend-reviewerfpindej/netrock | Agent | 235 | 4d ago | MIT | A | 35 | Claude Code |