research-alerts

research-alerts is a skill for Claude Code, Codex from Zaoqu-Liu/ScienceClaw. It costs 71 tokens per session (986 once invoked), scanned A, original, MIT.

A monitoring setup that checks PubMed and bioRxiv, a public server for research papers shared before formal peer review, for new papers on chosen topics.

In plain words
What is it for?
Use it to create, review, and stop topic watches and receive alerts when relevant publications appear.
Why use it?
It saves you from repeatedly searching for new literature yourself.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to create, review, and stop topic watches and receive alerts when relevant publications appear.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/zaoqu-liu/scienceclaw/research-alerts
Install

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.

Any agent
npx skills add Zaoqu-Liu/ScienceClaw --skill research-alerts
Clone the repo
git clone --depth 1 https://github.com/Zaoqu-Liu/ScienceClaw

Made for: Claude Code, Codex.

Wrote 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.

agentmods badge for research-alerts

README.md
[![agentmods](https://agentmods.dev/badge/skills/zaoqu-liu/scienceclaw/research-alerts/github.svg)](https://agentmods.dev/skills/zaoqu-liu/scienceclaw/research-alerts)
Your own site
<a href="https://agentmods.dev/skills/zaoqu-liu/scienceclaw/research-alerts"><img src="https://agentmods.dev/badge/skills/zaoqu-liu/scienceclaw/research-alerts/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.

agentmods 80×15 button for research-alerts

Your own site · 80×15
<a href="https://agentmods.dev/skills/zaoqu-liu/scienceclaw/research-alerts"><img src="https://agentmods.dev/badge/skills/zaoqu-liu/scienceclaw/research-alerts.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 71 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 986 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00071 $0.00986
Opus 5 $0.00036 $0.00493
Sonnet 5 $0.00014 $0.00197
Haiku 4.5 $0.00007 $0.00099

Measured 8d ago against content hash f00f06db34e2, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

research-alerts scanned grade A 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 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.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

curl -s "https://eutils.ncbi.nlm.nih.gov/entrez/eutils/esearch.fcgi?db=pubmed&retmode=json&retmax=5&sort=pub_date&term=QUERY&mindate=LAST_CHECK&maxdate=TODAY&datetype=pdat"
skills/research-alerts/SKILL.md · 110 lines

How it starts

The opening of the file, as written. The whole thing — 110 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Research Alerts

Monitor research topics and notify the user when new relevant papers appear on PubMed or bioRxiv.

When to Use

  • User says "/watch TOPIC" or "监控 X 的最新文献"
  • User says "有新文献告诉我" or "关注这个课题"
  • User says "/watches" to list active watches
  • User says "/unwatch TOPIC" to stop monitoring

How It Works

Watch Storage

Watches are stored as individual JSON files in ~/.scienceclaw/watches/:

{
  "topic": "THBS2 immunotherapy",
  "query": "THBS2 AND (immunotherapy OR immune checkpoint)",
  "created": "2026-03-10",
  "last_check": "2026-03-10",
  "interval_days": 7,
  "last_count": 47,
  "channel": "telegram"
}

File naming: ~/.scienceclaw/watches/<slug>.json (e.g., thbs2-immunotherapy.json)

Creating a Watch

When the user says /watch TOPIC:

  1. Parse the topic into a PubMed search query (add appropriate MeSH terms or Boolean operators)
  2. Run an initial search to get the baseline count
  3. Save the watch configuration
  4. Confirm: "已设置监控「TOPIC」,每周检查 PubMed 新文献。当前共 N 篇。"
mkdir -p ~/.scienceclaw/watches
cat > ~/.scienceclaw/watches/SLUG.json << 'EOF'
{"topic":"TOPIC","query":"PUBMED_QUERY","created":"DATE","last_check":"DATE","interval_days":7,"last_count":N,"channel":"current"}
EOF

Checking Watches at Session Start

At the start of each session (as part of Session Greeting):

  1. List files in ~/.scienceclaw/watches/
  2. For each watch, check if today - last_check >= interval_days
  3. For due watches, run a PubMed search with mindate=last_check:
curl -s "https://eutils.ncbi.nlm.nih.gov/entrez/eutils/esearch.fcgi?db=pubmed&retmode=json&retmax=5&sort=pub_date&term=QUERY&mindate=LAST_CHECK&maxdate=TODAY&datetype=pdat"
  1. If new results found, fetch brief summaries and report:
📩 文献监控更新 — TOPIC
  发现 N 篇新文献(自 LAST_CHECK 以来):
  1. "Title..." (Authors, Journal, Year) PMID: xxx
  2. "Title..." (Authors, Journal, Year) PMID: xxx
  
  要详细了解哪篇?或回复 /unwatch TOPIC 停止监控。
  1. Update last_check and last_count in the watch file

Read the full file on GitHub · 110 lines

Changes

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.

  1. 8d ago First seen · 110 lines · 71 tokens per session scan A f00f06db34e2

Subscribe to this mod's changes

research-alerts is a skill published in the GitHub repository Zaoqu-Liu/ScienceClaw (60 stars, last pushed 5mo ago), licensed MIT. It adds 71 tokens to every session and 986 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

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