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 skills add Zaoqu-Liu/ScienceClaw --skill research-alertsgit clone --depth 1 https://github.com/Zaoqu-Liu/ScienceClawWrote 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/skills/zaoqu-liu/scienceclaw/research-alerts)<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.
<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>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 | $0.00071 | $0.00986 |
| Opus 5 | $0.00036 | $0.00493 |
| Sonnet 5 | $0.00014 | $0.00197 |
| Haiku 4.5 | $0.00007 | $0.00099 |
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" 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:
- Parse the topic into a PubMed search query (add appropriate MeSH terms or Boolean operators)
- Run an initial search to get the baseline count
- Save the watch configuration
- 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):
- List files in
~/.scienceclaw/watches/ - For each watch, check if
today - last_check >= interval_days - 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"
- 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。
- Update
last_checkandlast_countin the watch file
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 · 110 lines · 71 tokens per session scan A f00f06db34e2
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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