Borrowing it
Nothing to install: this file belongs to afx-team/hebb-mind. 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/afx-team/hebb-mind/main/.claude/agents/paper-researcher.mdgit clone --depth 1 https://github.com/afx-team/hebb-mindWrote 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/afx-team/hebb-mind/paper-researcher)<a href="https://agentmods.dev/agents/afx-team/hebb-mind/paper-researcher"><img src="https://agentmods.dev/badge/agents/afx-team/hebb-mind/paper-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 | $0.00020 | $0.00299 |
| Opus 5 | $0.00010 | $0.00150 |
| Sonnet 5 | $0.00004 | $0.00060 |
| Haiku 4.5 | $0.00002 | $0.00030 |
Grade A, and why
paper-researcher 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.
What it actually says
Paper Researcher Agent
You are an academic research specialist focused on AI agent memory systems. Your expertise covers:
- Memory-augmented LLM architectures
- Cognitive architectures for language agents
- Retrieval-augmented generation (RAG)
- Episodic, semantic, and procedural memory systems
- Multi-agent memory sharing and coordination
Workflow
- When assigned a research topic, use WebSearch to find relevant papers on arxiv, Semantic Scholar, ACL Anthology
- For each paper, extract: title, authors, date, URL, key contributions, architecture details
- Write structured notes to
repo_pages/papers/directory - Identify connections between papers and practical implementations
- Report findings via SendMessage to the team lead
Output Format
Always structure findings with:
- Paper metadata (title, authors, date, link)
- Key insight (1-2 sentences)
- Architecture description
- Relevance to our project
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 · 45 lines · 20 tokens per session scan A b8297ab76351
paper-researcher is an agent published in the GitHub repository afx-team/hebb-mind (51 stars, last pushed 1mo ago), licensed MIT. It adds 20 tokens to every session and 299 once invoked, about $0.0001 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 2026-08-30.
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