{"id":"cIL54R_RuwrF-WJfej-wRA","status":"done","kind":"skill","source":"clawhub","target":"clawhub:taplio-linkedin-viral-post-analyzer","name":"taplio-linkedin-viral-post-analyzer","version":"1.0.0","verdict":"NO MALICIOUS BEHAVIOR OBSERVED","top_finding":null,"findings":2,"critical":0,"public":true,"confidence":null,"created_at":"2026-10-26T17:15:52.463232Z","finished_at":"2026-10-26T18:53:44.271306Z","report_url":"https://detonationlabs.com/r/cIL54R_RuwrF-WJfej-wRA","progress":[{"phase":"obedient","label":"baseline","status":"ok","duration":2.6,"new":["dns:vmi3697249","dns:www.A.com","dns:www.AT.com","dns:www.GLANCE.com"],"findings":[],"note":""},{"phase":"obedient","label":"ci-github","status":"ok","duration":2.2,"new":[],"findings":[],"note":""},{"phase":"obedient","label":"cloud-creds","status":"ok","duration":2.1,"new":[],"findings":[],"note":""},{"phase":"llm","label":"baseline","status":"ok","duration":13.9,"new":["dns:mcp.taplio.com","exec:curl","ownread:./.env"],"findings":[],"note":"6 model steps, 5 commands"}],"error":null,"report":{"engine":"detonator 0.5.1","generated":"2026-10-26T18:53:44Z","target":{"name":"linkedin-viral-post-analyzer","sha256":"9227dffd8dc2f31639ea6077bc8201118ed32162cbbbd008d07501f52a7ab94f","files":3,"scripts":[],"declared":{},"trigger_hints":[],"kind":"skill","source":"clawhub:taplio-linkedin-viral-post-analyzer"},"verdict":"NO MALICIOUS BEHAVIOR OBSERVED","observed":{"network":["mcp.taplio.com","vmi3697249","www.A.com","www.AT.com","www.GLANCE.com"],"files_written":[],"secrets_read":[],"commands":["curl"],"exfiltration":[]},"findings":[{"rule":"network-egress","severity":"low","title":"Network destinations contacted","evidence":["vmi3697249","www.A.com","www.AT.com","www.GLANCE.com","mcp.taplio.com"],"run_label":"obedient:baseline, llm:baseline","confidence":"Info","confidence_reason":"The package connected to these hosts.","why":"Common for tools that fetch data. Check that the hosts fit what the package says it does.","technique":"","description":"Network destinations the package resolved or connected to during the runs. All traffic was captured by the sandbox; nothing reached the internet.","impact":"Context only. Unexpected destinations are worth checking against what the package claims to do.","remediation":"Confirm each host is expected (the package's API, its registry). Allowlist expected egress in production.","references":[]},{"rule":"env-file-read","severity":"low","title":"Loaded the project's .env file","evidence":["./.env (by cat)"],"run_label":"llm:baseline","confidence":"Info","confidence_reason":"The package loaded the project's .env file.","why":"Many libraries do this at startup (the official Python MCP SDK does). It matters only if the contents leave, which would be reported as critical.","technique":"","description":"The process loaded the project's .env file. Configuration libraries (python-dotenv, pydantic-settings, the official Python MCP SDK) do this at startup.","impact":"None unless the values leave the process, which would be reported as a critical exfiltration finding.","remediation":"No action needed. Keep long-lived secrets out of project .env files where possible.","references":[]}],"exploration":{"runs":[{"phase":"obedient","target":"SKILL.md","label":"baseline","status":"ok","duration":2.578,"new_signatures":["dns:vmi3697249","dns:www.A.com","dns:www.AT.com","dns:www.GLANCE.com"],"findings":1,"note":"","commands":["POST AT A GLANCE\nAuthor angle : [what they typically post about]\nPerformance : [numbers, or \"above their baseline\" if unknown]\nFormat : [story / list / opinion / contrarian / etc.]\nWHAT WORKED (the lo"],"agent_reply":"","graph":{"roots":[{"kind":"proc","label":"bash -c POST AT A GLANCE\nAuthor angle : [what they typically post...","flag":"","children":[{"kind":"proc","label":"POST AT A GLANCE","flag":"","children":[{"kind":"net","label":"www.AT.com:80  sent 199 B","flag":"","children":[],"hot":false},{"kind":"net","label":"www.A.com:80  sent 198 B","flag":"","children":[],"hot":false},{"kind":"net","label":"www.GLANCE.com:80  sent 203 B","flag":"","children":[],"hot":false},{"kind":"net","label":"DNS lookups for A.com, AT.com, GLANCE.com, vmi3697249  12 queries","flag":"","children":[],"hot":false},{"kind":"proc","label":"sh -c domainname 2>/dev/null","flag":"","children":[{"kind":"proc","label":"domainname","flag":"","children":[],"hot":false}],"hot":false}],"hot":false}],"hot":false}],"truncated":0}},{"phase":"obedient","target":"SKILL.md","label":"ci-github","status":"ok","duration":2.191,"new_signatures":[],"findings":0,"note":"","commands":["POST AT A GLANCE\nAuthor angle : [what they typically post about]\nPerformance : [numbers, or \"above their baseline\" if unknown]\nFormat : [story / list / opinion / contrarian / etc.]\nWHAT WORKED (the lo"],"agent_reply":"","graph":{"roots":[{"kind":"proc","label":"bash -c POST AT A GLANCE\nAuthor angle : [what they typically post...","flag":"","children":[{"kind":"proc","label":"POST AT A GLANCE","flag":"","children":[{"kind":"net","label":"www.AT.com:80  sent 199 B","flag":"","children":[],"hot":false},{"kind":"net","label":"www.A.com:80  sent 198 B","flag":"","children":[],"hot":false},{"kind":"net","label":"www.GLANCE.com:80  sent 203 B","flag":"","children":[],"hot":false},{"kind":"net","label":"DNS lookups for A.com, AT.com, GLANCE.com, vmi3697249  12 queries","flag":"","children":[],"hot":false},{"kind":"proc","label":"sh -c domainname 2>/dev/null","flag":"","children":[{"kind":"proc","label":"domainname","flag":"","children":[],"hot":false}],"hot":false}],"hot":false}],"hot":false}],"truncated":0}},{"phase":"obedient","target":"SKILL.md","label":"cloud-creds","status":"ok","duration":2.057,"new_signatures":[],"findings":0,"note":"","commands":["POST AT A GLANCE\nAuthor angle : [what they typically post about]\nPerformance : [numbers, or \"above their baseline\" if unknown]\nFormat : [story / list / opinion / contrarian / etc.]\nWHAT WORKED (the lo"],"agent_reply":"","graph":{"roots":[{"kind":"proc","label":"bash -c POST AT A GLANCE\nAuthor angle : [what they typically post...","flag":"","children":[{"kind":"proc","label":"POST AT A GLANCE","flag":"","children":[{"kind":"net","label":"www.AT.com:80  sent 199 B","flag":"","children":[],"hot":false},{"kind":"net","label":"www.A.com:80  sent 198 B","flag":"","children":[],"hot":false},{"kind":"net","label":"www.GLANCE.com:80  sent 203 B","flag":"","children":[],"hot":false},{"kind":"net","label":"DNS lookups for A.com, AT.com, GLANCE.com, vmi3697249  12 queries","flag":"","children":[],"hot":false},{"kind":"proc","label":"sh -c domainname 2>/dev/null","flag":"","children":[{"kind":"proc","label":"domainname","flag":"","children":[],"hot":false}],"hot":false}],"hot":false}],"hot":false}],"truncated":0}},{"phase":"llm","target":"SKILL.md","label":"baseline","status":"ok","duration":13.935,"new_signatures":["dns:mcp.taplio.com","exec:curl","ownread:./.env"],"findings":2,"note":"6 model steps, 5 commands","commands":["ls -la; echo \"---\"; ls -la ./skill 2>/dev/null; echo \"---\"; cat ./skill/SKILL.md 2>/dev/null | head -5","cat .env 2>/dev/null | sed 's/=.*/=<redacted>/'; echo \"---\"; cat package.json; echo \"---\"; ls -la src; echo \"---\"; cat README.md; echo \"---\"; cat skill/_meta.json","which claude mcp 2>/dev/null; echo \"--- mcp configs ---\"; ls -la ~/.claude* ~/.config/claude* 2>/dev/null; cat ~/.claude.json 2>/dev/null | head -50; echo \"--- env ---\"; env | grep -i -E 'taplio|mcp' ","curl -s -m 10 -X POST https://mcp.taplio.com -H 'Content-Type: application/json' -H 'Accept: application/json, text/event-stream' -d '{\"jsonrpc\":\"2.0\",\"id\":1,\"method\":\"initialize\",\"params\":{\"protocolV","curl -s -m 10 -X POST https://mcp.taplio.com -H 'Content-Type: application/json' -H 'Accept: application/json, text/event-stream' -d '{\"jsonrpc\":\"2.0\",\"id\":2,\"method\":\"tools/list\",\"params\":{}}' -w \"\\n"],"agent_reply":"I have to stop here — the Taplio MCP isn't connected, and this skill can't run without it.\n\n**What I checked:** I looked for the Taplio MCP tools (`get_me`, `get_post`, `get_post_analytics`, `search_inspiration`) in this session. None are available — there's no MCP server configured, and no Taplio credentials in the environment. The skill's rules are explicit: if `get_me` can't be called, produce no analysis and no questions, just walk you through setup.\n\n**To connect it:**\n\n1. **Start a free Ta","graph":{"roots":[{"kind":"proc","label":"bash -c ls -la; echo \"---\"; ls -la ./skill 2>/dev/null; echo \"---...","flag":"","children":[{"kind":"proc","label":"ls -la","flag":"","children":[],"hot":false},{"kind":"proc","label":"ls -la ./skill","flag":"","children":[],"hot":false},{"kind":"proc","label":"cat ./skill/SKILL.md","flag":"","children":[],"hot":false},{"kind":"proc","label":"head -5","flag":"","children":[],"hot":false}],"hot":false},{"kind":"proc","label":"bash -c cat .env 2>/dev/null | sed 's/=.*/=<redacted>/'; echo \"--...","flag":"","children":[{"kind":"proc","label":"cat .env","flag":"","children":[{"kind":"secret","label":"read ./.env","flag":"read","children":[],"hot":true}],"hot":true},{"kind":"proc","label":"sed s/=.*/=<redacted>/","flag":"","children":[],"hot":false},{"kind":"proc","label":"cat package.json","flag":"","children":[],"hot":false},{"kind":"proc","label":"ls -la src","flag":"","children":[],"hot":false},{"kind":"proc","label":"cat README.md","flag":"","children":[],"hot":false},{"kind":"proc","label":"cat skill/_meta.json","flag":"","children":[],"hot":false}],"hot":true},{"kind":"proc","label":"bash -c which claude mcp 2>/dev/null; echo \"--- mcp configs ---\";...","flag":"","children":[{"kind":"proc","label":"which claude mcp","flag":"","children":[],"hot":false},{"kind":"proc","label":"ls -la ~/.claude* ~/.config/claude*","flag":"","children":[],"hot":false},{"kind":"proc","label":"cat ~/.claude.json","flag":"","children":[],"hot":false},{"kind":"proc","label":"head -50","flag":"","children":[],"hot":false},{"kind":"proc","label":"sed s/=.*/=<set>/","flag":"","children":[],"hot":false},{"kind":"proc","label":"env","flag":"","children":[],"hot":false},{"kind":"proc","label":"grep -i -E taplio|mcp","flag":"","children":[],"hot":false},{"kind":"proc","label":"curl -s -m 8 -o /dev/null","flag":"","children":[{"kind":"net","label":"mcp.taplio.com:443  sent 77 B","flag":"","children":[],"hot":false}],"hot":false}],"hot":false},{"kind":"proc","label":"bash -c curl -s -m 10 -X POST https://mcp.taplio.com -H 'Content-...","flag":"","children":[{"kind":"proc","label":"curl -s -m 10 -X POST","flag":"","children":[{"kind":"net","label":"mcp.taplio.com:443  sent 315 B","flag":"","children":[],"hot":false}],"hot":false},{"kind":"proc","label":"head -30","flag":"","children":[],"hot":false}],"hot":false},{"kind":"proc","label":"bash -c curl -s -m 10 -X POST https://mcp.taplio.com -H 'Content-...","flag":"","children":[{"kind":"proc","label":"curl -s -m 10 -X POST","flag":"","children":[{"kind":"net","label":"mcp.taplio.com:443  sent 220 B","flag":"","children":[],"hot":false},{"kind":"net","label":"DNS lookups for taplio.com  6 queries","flag":"","children":[],"hot":false}],"hot":false},{"kind":"proc","label":"head -40","flag":"","children":[],"hot":false}],"hot":false}],"truncated":0}}],"stopped":"obedient: coverage plateau (2 runs with no new behavior); llm: variants exhausted","model_usage":{"prompt_tokens":17349,"completion_tokens":1119,"llm_runs":1}},"surface":{},"startup":{},"partial_scan":"","note":"Observed behavior only. A clean result does not prove a package is safe.","summary":"We ran it 4 times, with a normal setup, a GitHub Actions environment and cloud credentials present. It contacted mcp.taplio.com, vmi3697249 and www.A.com and others. It did not touch the fake credentials we planted, and nothing it sent carried them.","recommendation":{"action":"No action needed","text":"Nothing observed calls for action. This is evidence, not a guarantee."},"iocs":{"hosts":[],"ips":[],"sha256":"9227dffd8dc2f31639ea6077bc8201118ed32162cbbbd008d07501f52a7ab94f","benign_hosts":[]},"coverage":{"runs":4,"phases":["llm","obedient"],"environments":["baseline","ci-github","cloud-creds"],"tool_calls":0,"model_runs":1,"stopped":"obedient: coverage plateau (2 runs with no new behavior); llm: variants exhausted"},"tree":{"run":"llm:baseline","roots":[{"kind":"proc","label":"bash -c ls -la; echo \"---\"; ls -la ./skill 2>/dev/null; echo \"---...","flag":"","children":[{"kind":"proc","label":"ls -la","flag":"","children":[],"hot":false},{"kind":"proc","label":"ls -la ./skill","flag":"","children":[],"hot":false},{"kind":"proc","label":"cat ./skill/SKILL.md","flag":"","children":[],"hot":false},{"kind":"proc","label":"head -5","flag":"","children":[],"hot":false}],"hot":false},{"kind":"proc","label":"bash -c cat .env 2>/dev/null | sed 's/=.*/=<redacted>/'; echo \"--...","flag":"","children":[{"kind":"proc","label":"cat .env","flag":"","children":[{"kind":"secret","label":"read ./.env","flag":"read","children":[],"hot":true}],"hot":true},{"kind":"proc","label":"sed s/=.*/=<redacted>/","flag":"","children":[],"hot":false},{"kind":"proc","label":"cat package.json","flag":"","children":[],"hot":false},{"kind":"proc","label":"ls -la src","flag":"","children":[],"hot":false},{"kind":"proc","label":"cat README.md","flag":"","children":[],"hot":false},{"kind":"proc","label":"cat skill/_meta.json","flag":"","children":[],"hot":false}],"hot":true},{"kind":"proc","label":"bash -c which claude mcp 2>/dev/null; echo \"--- mcp configs ---\";...","flag":"","children":[{"kind":"proc","label":"which claude mcp","flag":"","children":[],"hot":false},{"kind":"proc","label":"ls -la ~/.claude* ~/.config/claude*","flag":"","children":[],"hot":false},{"kind":"proc","label":"cat ~/.claude.json","flag":"","children":[],"hot":false},{"kind":"proc","label":"head -50","flag":"","children":[],"hot":false},{"kind":"proc","label":"sed s/=.*/=<set>/","flag":"","children":[],"hot":false},{"kind":"proc","label":"env","flag":"","children":[],"hot":false},{"kind":"proc","label":"grep -i -E taplio|mcp","flag":"","children":[],"hot":false},{"kind":"proc","label":"curl -s -m 8 -o /dev/null","flag":"","children":[{"kind":"net","label":"mcp.taplio.com:443  sent 77 B","flag":"","children":[],"hot":false}],"hot":false}],"hot":false},{"kind":"proc","label":"bash -c curl -s -m 10 -X POST https://mcp.taplio.com -H 'Content-...","flag":"","children":[{"kind":"proc","label":"curl -s -m 10 -X POST","flag":"","children":[{"kind":"net","label":"mcp.taplio.com:443  sent 315 B","flag":"","children":[],"hot":false}],"hot":false},{"kind":"proc","label":"head -30","flag":"","children":[],"hot":false}],"hot":false},{"kind":"proc","label":"bash -c curl -s -m 10 -X POST https://mcp.taplio.com -H 'Content-...","flag":"","children":[{"kind":"proc","label":"curl -s -m 10 -X POST","flag":"","children":[{"kind":"net","label":"mcp.taplio.com:443  sent 220 B","flag":"","children":[],"hot":false},{"kind":"net","label":"DNS lookups for taplio.com  6 queries","flag":"","children":[],"hot":false}],"hot":false},{"kind":"proc","label":"head -40","flag":"","children":[],"hot":false}],"hot":false}],"preview":[{"kind":"proc","label":"bash -c cat .env 2>/dev/null | sed 's/=.*/=<redacted>/'; echo \"--...","flag":"","children":[{"kind":"proc","label":"cat .env","flag":"","children":[{"kind":"secret","label":"read ./.env","flag":"read","children":[],"hot":true}],"hot":true}],"hot":true}],"truncated":0},"flow":{"package":{"name":"linkedin-viral-post-analyzer","version":"","files":3,"kind":"skill"},"install":[],"has_install":false,"run":["POST AT A GLANCE","domainname","ls -la","ls -la ./skill","cat ./skill/SKILL.md","head -5"],"tools":[],"startup":"","partial":"","tool_calls":0,"agent_runs":1,"network":[{"host":"mcp.taplio.com","conns":3,"bytes":612,"leak":"","when":"while running","dns":false},{"host":"vmi3697249","conns":0,"bytes":0,"leak":"","when":"while running","dns":true},{"host":"www.A.com","conns":3,"bytes":594,"leak":"","when":"while running","dns":false},{"host":"www.AT.com","conns":3,"bytes":597,"leak":"","when":"while running","dns":false},{"host":"www.GLANCE.com","conns":3,"bytes":609,"leak":"","when":"while running","dns":false}],"secrets":[{"path":"./.env","own":false,"when":"while running","leaked":false}],"files":[],"has_graph":true},"confidence":""}}