bomb.sh / automation
[READ-ONLY] Mirror of https://github.com/bombshell-dev/automation. GitHub Actions for the Bombshell organization
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bombshell-bot (Mar 19, 2026, 1:05 AM UTC) b8a60d14 7415a425

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+37 -5
dist/detect-agent.mjs
··· 633 633 } 634 634 }; 635 635 } 636 + function h(e) { 637 + return e ? e === `organic` ? { 638 + label: `Organic activity`, 639 + description: `No automation signals detected in the analyzed events.` 640 + } : e === `mixed` ? { 641 + label: `Mixed activity`, 642 + description: `Activity patterns show a mix of organic and automated signals.` 643 + } : { 644 + label: `Automation signals`, 645 + description: `Activity patterns show signs of automation.` 646 + } : { 647 + label: `Analysis unavailable`, 648 + description: `Classification is not available for this account.` 649 + }; 650 + } 636 651 //#endregion 637 652 //#region src/detect-agent.ts 638 653 const jsonMode = process.argv.includes("--json"); 654 + const log = jsonMode ? console.error : console.log; 639 655 const { GITHUB_TOKEN, PR_AUTHOR } = process.env; 640 656 if (!GITHUB_TOKEN || !PR_AUTHOR) throw new Error(`Missing input.\nRequired environment variables: GITHUB_TOKEN, PR_AUTHOR\n`); 641 657 const headers = { ··· 660 676 createdAt: user.created_at, 661 677 events 662 678 }); 663 - const isAgent = classification === "automation"; 664 - const comment = `### 🤖 Automated account detected 679 + let verifiedAutomationList = []; 680 + try { 681 + const response = await fetch(`https://api.github.com/repos/matteogabriele/agentscan/contents/data/verified-automations-list.json`, { headers }); 682 + if (!response.ok) throw new Error(`Failed to fetch verified automations list: ${response.status}`); 683 + const data = await response.json(); 684 + if ("content" in data) { 685 + const content = Buffer.from(data.content, "base64").toString("utf-8"); 686 + verifiedAutomationList = JSON.parse(content); 687 + } 688 + } catch (error) { 689 + log("Could not fetch verified automations list"); 690 + } 691 + const details = !!verifiedAutomationList.find((account) => account.username === PR_AUTHOR) ? { 692 + label: "Flagged by community", 693 + description: "This account has been flagged as potentially automated by the community." 694 + } : h(classification); 695 + const flagsTable = flags.map((f) => `| ${f.label} | ${f.points > 0 ? "+" : ""}${f.points} | ${f.detail} |`).join("\n"); 696 + const comment = `### ${details.label} 665 697 666 - [@${PR_AUTHOR}](https://github.com/${PR_AUTHOR}) has been flagged as a likely automated account. 698 + [@${PR_AUTHOR}](https://github.com/${PR_AUTHOR}) ${details.description} 667 699 668 700 **Classification:** \`${classification}\` (score: ${score}) 669 701 670 702 | Signal | Points | Detail | 671 703 |--------|--------|--------| 672 - ${flags.map((f) => `| ${f.label} | ${f.points > 0 ? "+" : ""}${f.points} | ${f.detail} |`).join("\n")} 704 + ${flagsTable} 673 705 674 706 <sub>Analyzed ${events.length} public events via <a href="https://www.npmx.dev/package/voight-kampff-test">voight-kampff-test</a></sub>`; 675 - const log = jsonMode ? console.error : console.log; 676 707 log(`Classification: ${classification} (score: ${score})`); 677 708 for (const flag of flags) log(` [${flag.points > 0 ? "+" : ""}${flag.points}] ${flag.label}: ${flag.detail}`); 709 + const isAgent = classification === "automation"; 678 710 if (jsonMode) console.log(JSON.stringify({ 679 711 classification, 680 712 score,
+1 -1
dist/detect-agent.mjs.map
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events.`}:e===`mixed`?{label:`Mixed activity`,description:`Activity patterns show a mix of organic and automated signals.`}:{label:`Automation signals`,description:`Activity patterns show signs of automation.`}:{label:`Analysis unavailable`,description:`Classification is not available for this account.`}}export{h as getClassificationDetails,m as identifyReplicant};","import { identifyReplicant } from \"voight-kampff-test\";\nimport { setOutput } from \"./utils\";\n\nconst jsonMode = process.argv.includes(\"--json\");\n\nconst { GITHUB_TOKEN, PR_AUTHOR } = process.env;\nif (!GITHUB_TOKEN || !PR_AUTHOR) {\n\tthrow new Error(\n\t\t`Missing input.\\nRequired environment variables: GITHUB_TOKEN, PR_AUTHOR\\n`,\n\t);\n}\n\nconst headers = {\n\tAccept: \"application/vnd.github+json\",\n\tAuthorization: `Bearer ${GITHUB_TOKEN}`,\n\t\"X-GitHub-Api-Version\": \"2022-11-28\",\n};\n\nconst userRes = await fetch(`https://api.github.com/users/${PR_AUTHOR}`, {\n\theaders,\n});\nif (!userRes.ok) 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flagged as a likely automated account.\n\n**Classification:** \\`${classification}\\` (score: ${score})\n\n| Signal | Points | Detail |\n|--------|--------|--------|\n${flagsTable}\n\n<sub>Analyzed ${events.length} public events via <a href=\"https://www.npmx.dev/package/voight-kampff-test\">voight-kampff-test</a></sub>`;\n\nconst log = jsonMode ? console.error : console.log;\nlog(`Classification: ${classification} (score: ${score})`);\nfor (const flag of flags) {\n\tlog(` [${flag.points > 0 ? \"+\" : \"\"}${flag.points}] ${flag.label}: ${flag.detail}`);\n}\n\nif (jsonMode) {\n\tconsole.log(JSON.stringify({ classification, score, isAgent, comment }));\n} else {\n\tsetOutput(\"CLASSIFICATION\", classification);\n\tsetOutput(\"SCORE\", String(score));\n\tsetOutput(\"IS_AGENT\", isAgent ? \"true\" : \"false\");\n\tsetOutput(\"COMMENT\", 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t=e.map(e=>(0,f.default)(e.created_at)).sort((e,t)=>e.valueOf()-t.valueOf()),n=0,r=0;for(let e=0;e<t.length;e++){let i=t[e];for(;i&&i.diff(t[r],`hour`,!0)>24;)r++;let a=e-r+1;n=Math.max(n,a)}n>=l.CREATE_BURST_EXTREME?i.push({label:`Concentrated repository creation`,points:l.POINTS_CREATE_BURST_EXTREME,detail:`${n} repositories created in a short timeframe (within 24 hours)`}):n>=l.CREATE_BURST_HIGH&&i.push({label:`Frequent repository creation`,points:l.POINTS_CREATE_BURST_HIGH,detail:`${n} repositories created in a short timeframe (within 24 hours)`})}let t=new Map;if(r.forEach(e=>{let n=(0,f.default)(e.created_at).hour();t.set(n,(t.get(n)||0)+1)}),r.length>0&&t.size>0){let e=t.size,n=Array.from(t.values()),a=r.length/e,o=a,s=n.reduce((e,t)=>e+(t-o)**2,0)/n.length,c=Math.sqrt(s)/o,u=Array.from(t.keys()).sort((e,t)=>e-t),d=u[0],f=u[u.length-1],p=d!==void 0&&f!==void 0?24-f+d:0;for(let e=0;e<u.length-1;e++){let t=u[e],n=u[e+1];t!==void 0&&n!==void 0&&(p=Math.max(p,n-t-1))}let m=c<.3,h=p<3,g=a>=l.EVENTS_PER_HOUR_MIN;if(e>=l.HOURS_ACTIVE_EXTREME&&g&&(m||h)){let t=l.POINTS_24_7_ACTIVITY;m&&h&&(t=Math.round(t*1.5)),i.push({label:`24/7 activity pattern`,points:t,detail:`Active ${e}/24 hours, ${p}h max rest, ${a.toFixed(1)} events/hour`})}}let n=new Set(r.map(e=>e.type)),a=n.has(`IssueCommentEvent`)||n.has(`PullRequestReviewEvent`)||n.has(`PullRequestReviewCommentEvent`),o=n.has(`WatchEvent`);n.size<=l.EVENT_TYPE_DIVERSITY_MIN&&!a&&!o&&i.push({label:`Narrow activity focus`,points:l.POINTS_LOW_DIVERSITY,detail:`Activity concentrated on ${n.size} specific event types without interpersonal interactions`});let s=r.filter(e=>e.type===`IssueCommentEvent`);if(s.length>=l.ISSUE_COMMENT_MIN_FOR_SPRAY){let e=s.map(e=>({event:e,time:(0,f.default)(e.created_at)})).sort((e,t)=>e.time.valueOf()-t.time.valueOf()),t=0,n=0,r=0,a=0,o=l.ISSUE_COMMENT_SPAM_WINDOW_MINUTES;for(let i=0;i<e.length;i++){let s=e[i]?.time;for(;e[a]&&s&&s.diff(e[a].time,`minute`,!0)>o;)a++;let c=new Set(e.slice(a,i+1).map(e=>e.event.repo?.name).filter(e=>e!==void 0));c.size>t&&(t=c.size,n=a,r=i)}if(t>=l.ISSUE_COMMENT_SPRAY_EXTREME){let a=e[n]?.time,o=e[r]?.time,s=r-n+1,c=o&&a?Math.round(o.diff(a,`minute`,!0)*10)/10:0,u=c>0?Math.round(s/c*10)/10:s;i.push({label:`Issue comment spam`,points:l.POINTS_ISSUE_COMMENT_SPRAY_EXTREME,detail:`${s} comments to ${t} different repos in ${c} minutes (${u} comments/min)`})}else if(t>=l.ISSUE_COMMENT_SPRAY_HIGH){let a=e[n]?.time,o=e[r]?.time,s=r-n+1,c=o&&a?Math.round(o.diff(a,`minute`,!0)*10)/10:0,u=c>0?Math.round(s/c*10)/10:s;i.push({label:`High comment frequency across repos`,points:l.POINTS_ISSUE_COMMENT_SPRAY_HIGH,detail:`${s} comments to ${t} different repos in ${c} minutes (${u} comments/min)`})}}}if(c&&r.length>=l.MIN_EVENTS_FOR_ANALYSIS){let e=n.toLowerCase(),a=r.filter(e=>e.type===`PushEvent`);if(a.length>=l.MIN_EVENTS_FOR_ANALYSIS){let e=a.map(e=>(0,f.default)(e.created_at)).sort((e,t)=>e.valueOf()-t.valueOf()),t=0,n=0;for(let r=0;r<e.length;r++){let i=e[r];for(;i&&i.diff(e[n],`hour`,!0)>1;)n++;let a=r-n+1;t=Math.max(t,a)}t>=l.HOURLY_ACTIVITY_EXTREME?i.push({label:`Extreme commit burst`,points:l.POINTS_EXTREME_ACTIVITY_DENSITY,detail:`${t} commits within 1 hour`}):t>=l.HOURLY_ACTIVITY_HIGH&&i.push({label:`High commit burst`,points:l.POINTS_HIGH_ACTIVITY_DENSITY,detail:`${t} commits within 1 hour`});let r=0;for(let t=1;t<e.length;t++)e[t]!==void 0&&e[t-1]!==void 0&&e[t].diff(e[t-1],`second`)<=l.TIGHT_COMMIT_SECONDS&&r++;r>=l.TIGHT_COMMIT_THRESHOLD&&i.push({label:`High commit frequency`,points:l.POINTS_TIGHT_BURST,detail:`${r+1} commits within very short intervals`})}let u=r.filter(e=>e.type===`PullRequestEvent`);if(u.length>=l.MIN_EVENTS_FOR_ANALYSIS){let e=u.map(e=>(0,f.default)(e.created_at)),t=f.default.min(e),n=f.default.max(e);if(n){let e=Math.max(1,n.diff(t,`day`)),r=u.length/e;r>=l.ACTIVITY_DENSITY_EXTREME/2?i.push({label:`Very high PR 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Set(e.map(e=>e.getUTCHours())).size>=l.HOURS_PER_DAY_INHUMAN&&g.push(t)}),g.length>=l.CONSECUTIVE_INHUMAN_DAYS_EXTREME){g.sort();let e=1,t=1;for(let n=1;n<g.length;n++){let r=(0,f.default)(g[n-1]);(0,f.default)(g[n]).diff(r,`day`)===1?(e++,t=Math.max(t,e)):e=1}t>=l.CONSECUTIVE_INHUMAN_DAYS_EXTREME?i.push({label:`Extended daily coding`,points:l.POINTS_NONSTOP_ACTIVITY,detail:`${t} days in a row with ${l.HOURS_PER_DAY_INHUMAN}+ hours of coding`}):g.length>=l.FREQUENT_MARATHON_DAYS&&i.push({label:`Frequent long coding days`,points:l.POINTS_FREQUENT_MARATHON,detail:`${g.length} days with ${l.HOURS_PER_DAY_INHUMAN}+ hours of coding each`})}let _=new Set;r.forEach(e=>{_.add((0,f.default)(e.created_at).format(`YYYY-MM-DD`))});let v=Array.from(_).map(e=>(0,f.default)(e,`YYYY-MM-DD`)).sort((e,t)=>e.valueOf()-t.valueOf()),y=1,b=1;for(let e=1;e<v.length;e++){let t=v[e-1],n=v[e];n&&t&&n.diff(t,`day`)===1?(b++,y=Math.max(y,b)):b=1}if(y>=l.CONSECUTIVE_DAYS_STREAK&&i.push({label:`Long activity streak`,points:l.POINTS_CONTINUOUS_ACTIVITY,detail:`${y} days in a row with activity`}),c){let t=new Set(r.map(e=>e.repo?.name).filter(t=>t?t.split(`/`)[0]?.toLowerCase()!==e:!1));t.size>=l.REPO_SPREAD_EXTREME?i.push({label:`Highly distributed activity`,points:l.POINTS_EXTREME_REPO_SPREAD_YOUNG,detail:`Activity spread across ${t.size} external repositories`}):t.size>=l.REPO_SPREAD_HIGH&&i.push({label:`Distributed activity`,points:l.POINTS_WIDE_REPO_SPREAD_YOUNG,detail:`Activity spread across ${t.size} external repositories`})}let x=u.filter(t=>{let n=t.repo?.name?.split(`/`)[0]?.toLowerCase();return n&&n!==e}),S=(0,f.default)(),C=S.subtract(1,`week`),w=S.subtract(1,`day`),T=x.filter(e=>(0,f.default)(e.created_at).isAfter(C)),E=x.filter(e=>(0,f.default)(e.created_at).isAfter(w));if(E.length>=l.PRS_TODAY_EXTREME?i.push({label:`High PR volume in the past 24 hours`,points:l.POINTS_PR_BURST,detail:`${E.length} PRs to other repos in the last 24 hours`}):T.length>=l.PRS_WEEK_HIGH&&i.push({label:`High PR volume during last week`,points:l.POINTS_HIGH_PR_FREQUENCY,detail:`${T.length} PRs to other repos this week`}),x.length>=l.EXTERNAL_PRS_MIN&&t<l.PERSONAL_REPOS_LOW){let e=`${x.length} PRs to other repos, but only ${t} of their own`;t===0&&(e=`${x.length} PRs to other repos, none of their own`),i.push({label:`Primarily external contributions`,points:l.POINTS_PR_ONLY_CONTRIBUTOR,detail:e})}let D=o.length/r.length;!s&&D>=l.FOREIGN_RATIO_HIGH&&t<l.PERSONAL_REPOS_LOW&&i.push({label:`Mostly external activity`,points:l.POINTS_EXTERNAL_FOCUS,detail:`${Math.round(D*100)}% of activity on other people's repos`})}let u=i.reduce((e,t)=>e+=t.points,0),d=Math.max(0,100-u),p=`automation`;return d>=l.THRESHOLD_HUMAN?p=`organic`:d>=l.THRESHOLD_SUSPICIOUS&&(p=`mixed`),{score:d,classification:p,flags:i,profile:{age:a,repos:t}}}function h(e){return e?e===`organic`?{label:`Organic activity`,description:`No automation signals detected in the analyzed events.`}:e===`mixed`?{label:`Mixed activity`,description:`Activity patterns show a mix of organic and automated signals.`}:{label:`Automation signals`,description:`Activity patterns show signs of automation.`}:{label:`Analysis unavailable`,description:`Classification is not available for this account.`}}export{h as getClassificationDetails,m as identifyReplicant};","import { identifyReplicant, getClassificationDetails } from \"voight-kampff-test\";\nimport { setOutput } from \"./utils\";\n\nconst jsonMode = process.argv.includes(\"--json\");\nconst log = jsonMode ? console.error : console.log;\n\nconst { GITHUB_TOKEN, PR_AUTHOR } = process.env;\nif (!GITHUB_TOKEN || !PR_AUTHOR) {\n\tthrow new Error(\n\t\t`Missing input.\\nRequired environment variables: GITHUB_TOKEN, PR_AUTHOR\\n`,\n\t);\n}\n\nconst headers = {\n\tAccept: \"application/vnd.github+json\",\n\tAuthorization: `Bearer ${GITHUB_TOKEN}`,\n\t\"X-GitHub-Api-Version\": \"2022-11-28\",\n};\n\nconst userRes = await fetch(`https://api.github.com/users/${PR_AUTHOR}`, {\n\theaders,\n});\nif (!userRes.ok) {\n\tthrow new Error(`Failed to fetch user ${PR_AUTHOR}: ${userRes.status}`);\n}\nconst user = await userRes.json();\n\n// Fetch up to 2 pages of public events (200 max)\nconst events = [];\nfor (let page = 1; page <= 2; page++) {\n\tconst eventsRes = await fetch(\n\t\t`https://api.github.com/users/${PR_AUTHOR}/events/public?per_page=100&page=${page}`,\n\t\t{ headers },\n\t);\n\tif (!eventsRes.ok) break;\n\tconst pageEvents = await eventsRes.json();\n\tevents.push(...pageEvents);\n\tif (pageEvents.length < 100) break;\n}\n\nconst { classification, score, flags } = identifyReplicant({\n\taccountName: PR_AUTHOR,\n\treposCount: user.public_repos,\n\tcreatedAt: user.created_at,\n\tevents,\n});\n\ntype AutomationListItem = {\n username: string;\n reason: string;\n createdAt: string;\n issueUrl: string;\n};\n\nlet verifiedAutomationList: AutomationListItem[] = [] \n\ntry {\n\tconst automationJSONPath = 'data/verified-automations-list.json'\n\tconst response = await fetch(\n\t\t`https://api.github.com/repos/matteogabriele/agentscan/contents/${automationJSONPath}`,\n\t\t{ headers },\n\t);\n\n\tif (!response.ok) {\n\t\tthrow new Error(`Failed to fetch verified automations list: ${response.status}`);\n\t}\n\n\tconst data = await response.json();\n\n\tif (\"content\" in data) {\n\t\tconst content = Buffer.from(data.content, \"base64\").toString(\"utf-8\");\n\t\tverifiedAutomationList = JSON.parse(content)\n\t}\n} catch (error) {\n\tlog(\"Could not fetch verified automations list\");\n}\n\nconst verifiedAutomation: AutomationListItem | undefined = verifiedAutomationList.find(\n\t(account) => account.username === PR_AUTHOR,\n);\n\nconst communityFlagDetails = {\n\tlabel: \"Flagged by community\",\n\tdescription:\n\t\t\"This account has been flagged as potentially automated by the community.\",\n}\n\nconst hasCommunityFlag: boolean = !!verifiedAutomation;\nconst details = hasCommunityFlag ? communityFlagDetails : getClassificationDetails(classification);\n\nconst flagsTable = flags\n\t.map((f) => `| ${f.label} | ${f.points > 0 ? \"+\" : \"\"}${f.points} | ${f.detail} |`)\n\t.join(\"\\n\");\nconst comment = `### ${details.label}\n\n[@${PR_AUTHOR}](https://github.com/${PR_AUTHOR}) ${details.description}\n\n**Classification:** \\`${classification}\\` (score: ${score})\n\n| Signal | Points | Detail |\n|--------|--------|--------|\n${flagsTable}\n\n<sub>Analyzed ${events.length} public events via <a href=\"https://www.npmx.dev/package/voight-kampff-test\">voight-kampff-test</a></sub>`;\n\n\nlog(`Classification: ${classification} (score: ${score})`);\nfor (const flag of flags) {\n\tlog(` [${flag.points > 0 ? \"+\" : \"\"}${flag.points}] ${flag.label}: ${flag.detail}`);\n}\n\nconst isAgent = classification === \"automation\";\n\nif (jsonMode) {\n\tconsole.log(JSON.stringify({ classification, score, isAgent, comment }));\n} else {\n\tsetOutput(\"CLASSIFICATION\", classification);\n\tsetOutput(\"SCORE\", String(score));\n\tsetOutput(\"IS_AGENT\", isAgent ? \"true\" : \"false\");\n\tsetOutput(\"COMMENT\", 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