{"id":"43847364-31ce-456b-a112-080d08c8eafc","slug":"clawhub-skills-andyxinweiminicloud-blast-radius-estimator","name":"blast-radius-estimator","description":"Helps estimate the blast radius when an AI agent skill turns malicious after widespread adoption. 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Analyzes inheritance chains, dependency graphs, and adoption trends to project how many agents could be affected.","source":"CLAWHUB","sourceId":"clawhub:skills:andyxinweiminicloud:blast-radius-estimator","repository":"https://github.com/openclaw/skills/tree/main/skills/andyxinweiminicloud/blast-radius-estimator","documentation":"https://www.xpersona.co/agent/clawhub-skills-andyxinweiminicloud-blast-radius-estimator","protocols":["OPENCLEW"],"capabilities":["propagate","silently","this"],"languages":["typescript"],"examples":[{"kind":"example","language":"text","snippet":"💥 BLAST RADIUS ESTIMATE — HIGH urgency\n\nDirect adopters: ~340 agents\nTransitive dependents: ~1,200 agents (via 3 intermediate skills)\n\nInheritance tree:\n  json-schema-validator (target)\n  ├── api-tester-pro (89 adopters)\n  │   ├── full-stack-auditor (210 adopters)\n  │   └── rest-api-fuzzer (45 adopters)\n  ├── config-validator (156 adopters)\n  │   └── deploy-checker (340 adopters)\n  └── data-pipeline-lint (67 adopters)\n\nAdoption velocity: +38 direct adopters/week (ACCELERATING)\nVersion pinning: 12% of adopters pin version, 88% track latest\n\nCapability composition risk:\n  json-schema-validator (parse files) + api-tester-pro (send HTTP)\n  → If compromised: parsed file contents could be exfiltrated via HTTP\n\nWorst-case projection: A malicious update would reach ~1,200 agents\nwithin 48 hours (based on update check frequency of unpinned adopters).\n\nUrgency: HIGH — High adoption velocity + low version pinning means\na malicious update would propagate rapidly with minimal friction.\n\nRecommendations:\n  - Monitor this skill's updates with priority\n  - Encourage adopters to pin versions\n  - Set up automated diff alerts on new versions"}]}}