Episode 11: a read-only agent that reads the security logs, one agent vs a crew of three
New: ops-readonly, the read-only twin of the episode 9 ops-actions runner (fixed question list, three read-only mounts, no docker socket, read_only, cap_drop ALL). Four role skills in agents/skills/, loaded at run time from this repo's Forgejo. Two workflows: E (one agent, seven tools, one skill) and F (three agents, one skill each, the workflow is the orchestrator). Measured over 20 runs: no run of either variant produced all numbers and lists correct. The solo agent confuses similar counts and skips a tool; the crew calls every tool but drops fields at each role boundary. Sharpening the skill files did not help the crew, it made it worse. Logs are attacker text: an instruction in a request path is carried into the report as data, not obeyed, but carried. Claude-Session: https://claude.ai/code/session_017iP581CYtPfxdZYPPAyWZA
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automation/e-security-report-solo.json
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596
automation/e-security-report-solo.json
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{
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"name": "E - Security report (solo)",
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"nodes": [
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{
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"parameters": {
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"httpMethod": "POST",
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"path": "security-report-solo",
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"responseMode": "onReceived",
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"options": {}
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"parameters": {
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"url": "http://forgejo:3000/api/v1/repos/opsadmin/selfhostedops-stack/raw/agents/skills/security-analyst-solo.md",
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"authentication": "genericCredentialType",
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"genericAuthType": "httpHeaderAuth",
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"options": {
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"response": {
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"response": {
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"responseFormat": "text"
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}
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}
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}
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},
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"name": "Load skill",
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"type": "n8n-nodes-base.httpRequest",
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"credentials": {
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"httpHeaderAuth": {
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"name": "Forgejo API"
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}
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}
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},
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{
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"parameters": {
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"jsCode": "\n// The skill file is markdown with a small frontmatter block (name, description,\n// tools). The frontmatter is for humans and for the README; the model gets\n// everything below it.\nfunction body(md) { return String(md ?? '').replace(/^---[\\s\\S]*?\\n---\\s*/, '').trim(); }\n\nconst b = $('Start').first().json.body ?? {};\nconst started = new Date().toISOString();\nreturn [{ json: {\n variant: 'solo',\n label: String(b.label ?? ''),\n deliver: b.deliver !== false,\n started,\n system: body($json.data),\n task: 'Write the daily security report for the last 24 hours. Current time: ' + started\n + '. Call every tool once, copy the numbers, then reply with the JSON object only.',\n}}];\n"
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},
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440,
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"returnIntermediateSteps": true,
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"enableStreaming": false
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}
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},
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"name": "Security analyst",
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"model": "qwen2.5:3b",
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"options": {
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"temperature": 0,
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"numCtx": 8192,
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"keepAlive": "30m",
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"think": false
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}
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},
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"name": "Ollama over the mesh",
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"type": "@n8n/n8n-nodes-langchain.lmChatOllama",
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"credentials": {
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"name": "Ollama (home lab over mesh)"
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}
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}
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},
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{
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"parameters": {
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"toolDescription": "fail2ban status of the sshd jail: currently failed, total failed, currently banned, total banned, banned IPs. Read only, no arguments.",
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"method": "GET",
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"url": "http://ops-readonly:8098/read/f2b_status?jail=sshd",
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"authentication": "genericCredentialType",
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"genericAuthType": "httpHeaderAuth"
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},
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"name": "f2b_status_sshd",
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"type": "@n8n/n8n-nodes-langchain.toolHttpRequest",
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"typeVersion": 1.1,
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"position": [
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760,
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560
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],
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"credentials": {
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"httpHeaderAuth": {
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"id": "REPLACE_WITH_YOUR_CREDENTIAL_ID",
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"name": "ops-readonly token"
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}
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}
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},
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{
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"parameters": {
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"toolDescription": "fail2ban status of the caddy-probes jail (web probes): currently failed, total failed, currently banned, total banned, banned IPs. Read only, no arguments.",
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"method": "GET",
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"url": "http://ops-readonly:8098/read/f2b_status?jail=caddy-probes",
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"authentication": "genericCredentialType",
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"genericAuthType": "httpHeaderAuth"
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},
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"name": "f2b_status_caddy",
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"type": "@n8n/n8n-nodes-langchain.toolHttpRequest",
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"typeVersion": 1.1,
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"position": [
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560
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],
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"credentials": {
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"httpHeaderAuth": {
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"id": "REPLACE_WITH_YOUR_CREDENTIAL_ID",
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"name": "ops-readonly token"
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}
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}
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},
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{
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"parameters": {
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"toolDescription": "Every IP address fail2ban is banning right now, per jail. Read only, no arguments.",
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"method": "GET",
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"url": "http://ops-readonly:8098/read/f2b_banned",
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"authentication": "genericCredentialType",
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"genericAuthType": "httpHeaderAuth"
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},
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"name": "f2b_banned",
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"type": "@n8n/n8n-nodes-langchain.toolHttpRequest",
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"typeVersion": 1.1,
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"position": [
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1100,
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560
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],
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"credentials": {
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"httpHeaderAuth": {
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"id": "REPLACE_WITH_YOUR_CREDENTIAL_ID",
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"name": "ops-readonly token"
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}
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}
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},
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{
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"parameters": {
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"toolDescription": "Summary of the sshd journal for the last 24 hours: login failures, invalid users, distinct source IPs, top 5 usernames, top 5 source IPs. Read only, no arguments.",
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"method": "GET",
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"url": "http://ops-readonly:8098/read/sshd_failed_summary?n=5",
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"authentication": "genericCredentialType",
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"genericAuthType": "httpHeaderAuth"
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},
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"name": "sshd_failed_summary",
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"type": "@n8n/n8n-nodes-langchain.toolHttpRequest",
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"typeVersion": 1.1,
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"position": [
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],
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"credentials": {
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"httpHeaderAuth": {
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"id": "REPLACE_WITH_YOUR_CREDENTIAL_ID",
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"name": "ops-readonly token"
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}
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}
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},
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{
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"parameters": {
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"method": "GET",
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"url": "http://ops-readonly:8098/read/caddy_status_counts",
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"authentication": "genericCredentialType",
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},
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"type": "@n8n/n8n-nodes-langchain.toolHttpRequest",
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"position": [
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1440,
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560
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],
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"credentials": {
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"httpHeaderAuth": {
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"id": "REPLACE_WITH_YOUR_CREDENTIAL_ID",
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"name": "ops-readonly token"
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}
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}
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},
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{
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"parameters": {
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"toolDescription": "The n request paths that were rejected most often (status 400 or higher) in the Caddy access log of the last 24 hours. One argument: n, how many entries, use 5.",
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"method": "GET",
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"url": "http://ops-readonly:8098/read/caddy_top_paths?n={n}",
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"authentication": "genericCredentialType",
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"genericAuthType": "httpHeaderAuth",
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"placeholderDefinitions": {
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"values": [
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{
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"name": "n",
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"description": "how many entries, a whole number from 1 to 20, use 5",
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"type": "number"
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}
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]
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}
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},
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"name": "caddy_top_paths",
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"type": "@n8n/n8n-nodes-langchain.toolHttpRequest",
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"typeVersion": 1.1,
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"position": [
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1610,
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560
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],
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"credentials": {
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"httpHeaderAuth": {
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"id": "REPLACE_WITH_YOUR_CREDENTIAL_ID",
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"name": "ops-readonly token"
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}
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}
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},
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{
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"parameters": {
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"toolDescription": "The n client IPs with the most rejected requests (status 400 or higher) in the Caddy access log of the last 24 hours. One argument: n, how many entries, use 5.",
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"method": "GET",
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"url": "http://ops-readonly:8098/read/caddy_top_ips?n={n}",
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"authentication": "genericCredentialType",
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"genericAuthType": "httpHeaderAuth",
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"placeholderDefinitions": {
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"values": [
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{
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"name": "n",
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"description": "how many entries, a whole number from 1 to 20, use 5",
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"type": "number"
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}
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]
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}
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},
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"name": "caddy_top_ips",
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"type": "@n8n/n8n-nodes-langchain.toolHttpRequest",
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"typeVersion": 1.1,
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"position": [
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1780,
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560
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],
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"credentials": {
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"httpHeaderAuth": {
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"id": "REPLACE_WITH_YOUR_CREDENTIAL_ID",
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"name": "ops-readonly token"
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}
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}
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},
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{
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"parameters": {
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"jsCode": "\nfunction readObject(s) {\n if (s && typeof s === 'object') return s;\n const t = String(s ?? '');\n const a = t.indexOf('{');\n const b = t.lastIndexOf('}');\n if (a === -1 || b <= a) return {};\n for (let end = b; end > a; end = t.lastIndexOf('}', end - 1)) {\n try { return JSON.parse(t.slice(a, end + 1)); } catch (e) { /* keep trying */ }\n }\n return {};\n}\n\n// Deterministic. The model wrote a report; this node only checks that every\n// field the schema demands is there and has the right type. It never fixes a\n// number, it only marks what is missing, so a gap stays visible in the wiki.\nconst REQUIRED = {\n 'ssh.login_failures_24h': 'number', 'ssh.invalid_user_24h': 'number',\n 'ssh.distinct_source_ips_24h': 'number', 'ssh.currently_banned': 'number',\n 'ssh.total_banned': 'number', 'ssh.top_usernames': 'array', 'ssh.top_source_ips': 'array',\n 'web.requests_24h': 'number', 'web.rejected_4xx_24h': 'number',\n 'web.rate_limited_429_24h': 'number', 'web.server_errors_5xx_24h': 'number',\n 'web.distinct_client_ips_24h': 'number', 'web.currently_banned': 'number',\n 'web.total_banned': 'number', 'web.top_probe_paths': 'array', 'web.top_probe_ips': 'array',\n 'headline': 'string', 'assessment': 'string', 'recommendations': 'array',\n};\nfunction get(o, path) { return path.split('.').reduce((x, k) => (x && typeof x === 'object') ? x[k] : undefined, o); }\nfunction typeOf(v) { return Array.isArray(v) ? 'array' : (v === null ? 'null' : typeof v); }\n\nconst raw = String($json.output ?? '');\nconst report = readObject(raw);\nconst missing = [];\nfor (const [path, type] of Object.entries(REQUIRED)) {\n if (typeOf(get(report, path)) !== type) missing.push(path);\n}\nconst meta = $('Build prompts').first().json;\nreturn [{ json: {\n report, missing, valid: missing.length === 0,\n agent_raw: raw.slice(0, 4000),\n variant: meta.variant, label: meta.label, deliver: meta.deliver, started: meta.started,\n}}];\n"
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},
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"name": "Check report",
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"type": "n8n-nodes-base.code",
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"typeVersion": 2,
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"position": [
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]
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},
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{
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"parameters": {
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"jsCode": "\n// Everything here came from a log a stranger can write to, or from the model.\n// Strings are cut to length and stripped of newlines before they become a\n// title (Outline takes 100 characters, episode 9) or a line in the document.\nfunction safe(s, n) { return String(s ?? '').replace(/\\s+/g, ' ').trim().slice(0, n); }\nfunction num(v) { return (typeof v === 'number') ? String(v) : 'missing'; }\nfunction list(v) { return Array.isArray(v) && v.length ? v.map(x => safe(x, 80)).join(', ') : (Array.isArray(v) ? '(none)' : 'missing'); }\n\nconst d = $json;\nconst r = d.report ?? {};\nconst ssh = r.ssh ?? {};\nconst web = r.web ?? {};\nconst stamp = new Date().toISOString().replace('T', ' ').replace(/\\..*/, ' UTC');\nconst title = safe('Security report ' + stamp + ' (' + d.variant + ')', 100);\nconst recs = Array.isArray(r.recommendations) ? r.recommendations.map(x => '- ' + safe(x, 200)) : ['- missing'];\nconst text = [\n '**' + (safe(r.headline, 200) || 'headline missing') + '**',\n '',\n safe(r.assessment, 800) || 'assessment missing',\n '',\n '## SSH (last 24 h)',\n '- Login failures: ' + num(ssh.login_failures_24h),\n '- Invalid users: ' + num(ssh.invalid_user_24h),\n '- Distinct source IPs: ' + num(ssh.distinct_source_ips_24h),\n '- Top usernames: ' + list(ssh.top_usernames),\n '- Top source IPs: ' + list(ssh.top_source_ips),\n '- fail2ban sshd: banned now ' + num(ssh.currently_banned) + ', banned total ' + num(ssh.total_banned),\n '',\n '## Web (last 24 h)',\n '- Requests: ' + num(web.requests_24h),\n '- Rejected (4xx): ' + num(web.rejected_4xx_24h),\n '- Rate limited (429): ' + num(web.rate_limited_429_24h),\n '- Server errors (5xx): ' + num(web.server_errors_5xx_24h),\n '- Distinct client IPs: ' + num(web.distinct_client_ips_24h),\n '- Top probe paths: ' + list(web.top_probe_paths),\n '- Top probe IPs: ' + list(web.top_probe_ips),\n '- fail2ban caddy-probes: banned now ' + num(web.currently_banned) + ', banned total ' + num(web.total_banned),\n '',\n '## Recommendations',\n ...recs,\n '',\n '---',\n '',\n 'Schema check: ' + (d.valid ? 'complete' : 'missing ' + d.missing.join(', ')),\n '',\n 'Written by the security report crew (' + d.variant + '). The model read counters through a read-only executor; it never had a shell.',\n].join('\\n');\nreturn [{ json: { title, deliver: d.deliver, valid: d.valid, missing: d.missing,\n headline: safe(r.headline, 200), variant: d.variant, label: d.label,\n payload: { title, text, collectionId: 'REPLACE_WITH_YOUR_OUTLINE_COLLECTION_ID', publish: true } } }];\n"
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},
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"name": "Build report note",
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||||
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|
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{
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"parameters": {
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"method": "POST",
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"url": "http://outline:3000/api/documents.create",
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"authentication": "genericCredentialType",
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"genericAuthType": "httpHeaderAuth",
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"sendBody": true,
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"contentType": "json",
|
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"specifyBody": "json",
|
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"jsonBody": "={{ JSON.stringify($json.payload) }}",
|
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"options": {}
|
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},
|
||||
"name": "Write report note",
|
||||
"type": "n8n-nodes-base.httpRequest",
|
||||
"typeVersion": 4.2,
|
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"position": [
|
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|
||||
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|
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],
|
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"credentials": {
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"httpHeaderAuth": {
|
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"id": "REPLACE_WITH_YOUR_CREDENTIAL_ID",
|
||||
"name": "Outline API"
|
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}
|
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}
|
||||
},
|
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{
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"parameters": {
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||||
"method": "POST",
|
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"url": "http://ntfy/alerts",
|
||||
"authentication": "genericCredentialType",
|
||||
"genericAuthType": "httpBasicAuth",
|
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"sendHeaders": true,
|
||||
"headerParameters": {
|
||||
"parameters": [
|
||||
{
|
||||
"name": "X-Title",
|
||||
"value": "={{ $('Build report note').first().json.title }}"
|
||||
},
|
||||
{
|
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"name": "X-Priority",
|
||||
"value": "3"
|
||||
}
|
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]
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},
|
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"sendBody": true,
|
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"contentType": "raw",
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"rawContentType": "text/plain",
|
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"body": "={{ $('Build report note').first().json.headline }}\nNote: https://wiki.ops.example.com{{ $json.data.url }}",
|
||||
"options": {}
|
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},
|
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"name": "Push the result",
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"type": "n8n-nodes-base.httpRequest",
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"typeVersion": 4.2,
|
||||
"position": [
|
||||
1900,
|
||||
200
|
||||
],
|
||||
"credentials": {
|
||||
"httpBasicAuth": {
|
||||
"id": "REPLACE_WITH_YOUR_CREDENTIAL_ID",
|
||||
"name": "ntfy (n8n user)"
|
||||
}
|
||||
}
|
||||
},
|
||||
{
|
||||
"parameters": {},
|
||||
"name": "Not delivered (measurement run)",
|
||||
"type": "n8n-nodes-base.noOp",
|
||||
"typeVersion": 1,
|
||||
"position": [
|
||||
1680,
|
||||
400
|
||||
]
|
||||
}
|
||||
],
|
||||
"connections": {
|
||||
"f2b_status_sshd": {
|
||||
"ai_tool": [
|
||||
[
|
||||
{
|
||||
"node": "Security analyst",
|
||||
"type": "ai_tool",
|
||||
"index": 0
|
||||
}
|
||||
]
|
||||
]
|
||||
},
|
||||
"f2b_status_caddy": {
|
||||
"ai_tool": [
|
||||
[
|
||||
{
|
||||
"node": "Security analyst",
|
||||
"type": "ai_tool",
|
||||
"index": 0
|
||||
}
|
||||
]
|
||||
]
|
||||
},
|
||||
"f2b_banned": {
|
||||
"ai_tool": [
|
||||
[
|
||||
{
|
||||
"node": "Security analyst",
|
||||
"type": "ai_tool",
|
||||
"index": 0
|
||||
}
|
||||
]
|
||||
]
|
||||
},
|
||||
"sshd_failed_summary": {
|
||||
"ai_tool": [
|
||||
[
|
||||
{
|
||||
"node": "Security analyst",
|
||||
"type": "ai_tool",
|
||||
"index": 0
|
||||
}
|
||||
]
|
||||
]
|
||||
},
|
||||
"caddy_status_counts": {
|
||||
"ai_tool": [
|
||||
[
|
||||
{
|
||||
"node": "Security analyst",
|
||||
"type": "ai_tool",
|
||||
"index": 0
|
||||
}
|
||||
]
|
||||
]
|
||||
},
|
||||
"caddy_top_paths": {
|
||||
"ai_tool": [
|
||||
[
|
||||
{
|
||||
"node": "Security analyst",
|
||||
"type": "ai_tool",
|
||||
"index": 0
|
||||
}
|
||||
]
|
||||
]
|
||||
},
|
||||
"caddy_top_ips": {
|
||||
"ai_tool": [
|
||||
[
|
||||
{
|
||||
"node": "Security analyst",
|
||||
"type": "ai_tool",
|
||||
"index": 0
|
||||
}
|
||||
]
|
||||
]
|
||||
},
|
||||
"Ollama over the mesh": {
|
||||
"ai_languageModel": [
|
||||
[
|
||||
{
|
||||
"node": "Security analyst",
|
||||
"type": "ai_languageModel",
|
||||
"index": 0
|
||||
}
|
||||
]
|
||||
]
|
||||
},
|
||||
"Start": {
|
||||
"main": [
|
||||
[
|
||||
{
|
||||
"node": "Load skill",
|
||||
"type": "main",
|
||||
"index": 0
|
||||
}
|
||||
]
|
||||
]
|
||||
},
|
||||
"Load skill": {
|
||||
"main": [
|
||||
[
|
||||
{
|
||||
"node": "Build prompts",
|
||||
"type": "main",
|
||||
"index": 0
|
||||
}
|
||||
]
|
||||
]
|
||||
},
|
||||
"Build prompts": {
|
||||
"main": [
|
||||
[
|
||||
{
|
||||
"node": "Security analyst",
|
||||
"type": "main",
|
||||
"index": 0
|
||||
}
|
||||
]
|
||||
]
|
||||
},
|
||||
"Security analyst": {
|
||||
"main": [
|
||||
[
|
||||
{
|
||||
"node": "Check report",
|
||||
"type": "main",
|
||||
"index": 0
|
||||
}
|
||||
]
|
||||
]
|
||||
},
|
||||
"Check report": {
|
||||
"main": [
|
||||
[
|
||||
{
|
||||
"node": "Build report note",
|
||||
"type": "main",
|
||||
"index": 0
|
||||
}
|
||||
]
|
||||
]
|
||||
},
|
||||
"Build report note": {
|
||||
"main": [
|
||||
[
|
||||
{
|
||||
"node": "Deliver?",
|
||||
"type": "main",
|
||||
"index": 0
|
||||
}
|
||||
]
|
||||
]
|
||||
},
|
||||
"Deliver?": {
|
||||
"main": [
|
||||
[
|
||||
{
|
||||
"node": "Write report note",
|
||||
"type": "main",
|
||||
"index": 0
|
||||
}
|
||||
],
|
||||
[
|
||||
{
|
||||
"node": "Not delivered (measurement run)",
|
||||
"type": "main",
|
||||
"index": 0
|
||||
}
|
||||
]
|
||||
]
|
||||
},
|
||||
"Write report note": {
|
||||
"main": [
|
||||
[
|
||||
{
|
||||
"node": "Push the result",
|
||||
"type": "main",
|
||||
"index": 0
|
||||
}
|
||||
]
|
||||
]
|
||||
}
|
||||
},
|
||||
"settings": {
|
||||
"executionOrder": "v1"
|
||||
}
|
||||
}
|
||||
Loading…
Add table
Add a link
Reference in a new issue