AbuseIPDB API reference. IP reputation and abuse report lookups.
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VirusTotal API v3 reference. File, IP, domain, and URL analysis endpoints.
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查看安装方法安装前可以查看交给 AI 代理的指令内容。
https://www.virustotal.com/api/v3
Header: x-apikey: $VIRUSTOTAL_API_KEY
Check for key: echo $VIRUSTOTAL_API_KEY
If empty, inform the user to run scripts/setup.sh or set the environment variable.
# Lookup by hash (MD5, SHA-1, SHA-256)
curl -s "https://www.virustotal.com/api/v3/files/{hash}" \
-H "x-apikey: $VIRUSTOTAL_API_KEY"
Useful response fields:
data.attributes.last_analysis_stats — detection counts (malicious, suspicious, undetected)data.attributes.popular_threat_classification — malware familydata.attributes.names — file namesdata.attributes.type_description — file typedata.attributes.size — file sizedata.attributes.tags — behavioral tagsdata.attributes.sandbox_verdicts — sandbox resultscurl -s "https://www.virustotal.com/api/v3/ip_addresses/{ip}" \
-H "x-apikey: $VIRUSTOTAL_API_KEY"
Useful fields: last_analysis_stats, as_owner, country, reputation, last_https_certificate
Relationships (communicating files, downloaded files, URLs):
curl -s "https://www.virustotal.com/api/v3/ip_addresses/{ip}/communicating_files?limit=10" \
-H "x-apikey: $VIRUSTOTAL_API_KEY"
curl -s "https://www.virustotal.com/api/v3/domains/{domain}" \
-H "x-apikey: $VIRUSTOTAL_API_KEY"
Useful fields: last_analysis_stats, registrar, creation_date, last_dns_records, reputation, categories
URLs must be base64-encoded (without trailing =):
URL_ID=$(echo -n "https://example.com/path" | base64 | tr -d '=')
curl -s "https://www.virustotal.com/api/v3/urls/$URL_ID" \
-H "x-apikey: $VIRUSTOTAL_API_KEY"
Return a summary: detection ratio, community score, key context.
curl -s "https://www.virustotal.com/api/v3/files/{hash}/behaviours" \
-H "x-apikey: $VIRUSTOTAL_API_KEY"
curl -s "https://www.virustotal.com/api/v3/intelligence/search?query={query}" \
-H "x-apikey: $VIRUSTOTAL_API_KEY"
Note: Intelligence search requires premium API.
Return results as:
indicator: <value>
type: <ip|domain|hash|url>
detection_ratio: X/Y
community_score: <number>
verdict: malicious|suspicious|clean|unknown
key_findings:
- <finding 1>
- <finding 2>
raw_api_response: <truncated key fields>
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AbuseIPDB API reference. IP reputation and abuse report lookups.
中文简介正在准备中。当前显示原文说明。
Analysis of Competing Hypotheses — structured technique for evaluating multiple explanations against evidence. Use when facing ambiguous attribution or multiple plausible scenarios. Prefers graded evidence items from /quality-of-information-check and runs that skill first when handed raw URLs or text. Runs on ungraded evidence when asked, labelled as such, unweighted, and capped at Moderate confidence.
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Use when documenting a named campaign across time and victims, the user asks to start or update a campaign record, or another skill identified a multi-incident cluster that warrants formal tracking. Provides the template (timeline, attribution, victimology, attack chain, Diamond Model mapping, IOC clusters) and the lifecycle from active to historical.
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Use when the user asks about carding, BIN attacks, payment-card breach markets, fullz/CVV2 trade, autoshops (BidenCash, Brian's Club, Russianmarket, B1ack's Stash), or financial-fraud TTPs. Self-updating knowledge cell.
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Censys API v2 reference. Host reconnaissance and certificate data.
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Use when the user asks about Chinese state-sponsored cyber operations or specific PRC-aligned actors (APT41, Volt Typhoon, Mustang Panda, APT10, APT31, Salt Typhoon, etc.), MSS/PLA-attributed campaigns, or PRC sector targeting. Self-updating knowledge cell.
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