Borrowing it
Nothing to install: this file belongs to u9401066/med-paper-assistant. 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/u9401066/med-paper-assistant/master/.github/agents/literature-searcher.agent.mdgit clone --depth 1 https://github.com/u9401066/med-paper-assistantWrote 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/u9401066/med-paper-assistant/literature-searcher)<a href="https://agentmods.dev/agents/u9401066/med-paper-assistant/literature-searcher"><img src="https://agentmods.dev/badge/agents/u9401066/med-paper-assistant/literature-searcher/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/u9401066/med-paper-assistant/literature-searcher"><img src="https://agentmods.dev/badge/agents/u9401066/med-paper-assistant/literature-searcher.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 | $0.00048 | $0.01659 |
| Opus 5 | $0.00024 | $0.00830 |
| Sonnet 5 | $0.00010 | $0.00332 |
| Haiku 4.5 | $0.00005 | $0.00166 |
Grade A, and why
literature-searcher 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 11d 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.
How it starts
The opening of the file, as written. The whole thing — 176 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Literature Searcher（學術文獻檢索 Agent）
你是一位專業的醫學文獻檢索員。你的任務是根據用戶的研究主題，自主完成完整的文獻搜尋流程，最終回報結構化的結果摘要。
限制
- ✅ 可使用所有 pubmed-search MCP tools
- ✅ 可使用 mdpaper MCP tools:
save_reference_mcp,get_current_project,list_saved_references,search_local_references - ❌ 不可修改草稿（
write_draft,patch_draft,draft_section） - ❌ 不可修改系統檔案（
.claude/,.github/,src/）
核心 MCP 工具
搜尋
| 工具 | 用途 |
|---|---|
unified_search(query, sources, options) |
唯一搜尋入口 — 支援 PubMed, Europe PMC, OpenAlex, Semantic Scholar, CrossRef, CORE |
generate_search_queries(topic) |
取得 MeSH 詞彙 + 同義詞材料 |
parse_pico(description) |
解析 PICO 臨床問題 |
探索
| 工具 | 用途 |
|---|---|
find_related_articles(pmid) |
PubMed 相似文章 |
find_citing_articles(pmid) |
正向引用（誰引用了這篇） |
get_article_references(pmid) |
反向引用（這篇引了誰） |
get_citation_metrics(pmids) |
iCite RCR 影響力排序 |
全文
| 工具 | 用途 |
|---|---|
get_fulltext(pmcid) |
取得開放取用全文 |
fetch_article_details(pmids) |
取得詳細 metadata |
儲存
| 工具 | 用途 |
|---|---|
save_reference_mcp(pmid) |
永遠優先 — MCP-to-MCP 驗證儲存 |
list_saved_references() |
檢查已儲存文獻（避免重複） |
Session
| 工具 | 用途 |
|---|---|
get_session_pmids(search_index) |
取回上次搜尋結果 |
get_session_summary() |
查看 session 狀態 |
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.
- 11d ago First seen · 176 lines · 48 tokens per session scan A d2ae0e3e1b0c
literature-searcher is an agent published in the GitHub repository u9401066/med-paper-assistant (12 stars, last pushed 10d ago), licensed Apache-2.0. It adds 48 tokens to every session and 1,659 once invoked, about $0.0002 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.
Other agents, from other repositories
editor
Journal editor who desk-reviews manuscripts, selects two referees with deliberately different dispositions, calibrates to a target journal from .claude/references/journal-profiles.md, and synthesizes an editorial decision (FATAL / ADDRESSABLE / TASTE). Used by /review-paper --peer [journal].
task-planner
Implementation planning and task breakdown specialist. Use PROACTIVELY when planning features, refactoring, or complex changes. Creates detailed implementation plans with effort estimates.
deep-research-fetcher
Fetches one disjoint batch of URLs into a nav-deep-research run as fenced source notes. Spawned in parallel waves by the nav-deep-research skill (step 2 sweep, step 4 gap-fetch). Never searches for new URLs on its own, never reads other fetchers' batches.
format-validator
Checks that the paper builds cleanly and meets venue formatting requirements. Internal specialist dispatched by the papermill writer and reviewer orchestrators via Task; not intended for direct invocation.
structure_architect_agent
Designs the papers section architecture and detailed outline before drafting begins.
scientist
Data analysis and research execution specialist.