Subject: AIBAST weekly and monthly impact report - November 15, 2026 AIBAST - WEEKLY & MONTHLY IMPACT Snapshot: 2026-11-15T05:25:21Z Site: https://microsoft.github.io/aibast-agents-library/ Weekly compares the current snapshot with a snapshot at least 7 days old. Monthly compares with a snapshot at least 30 days old. Exact daily clone/view/CDN activity is summed directly where available. REACH AND CONSUMPTION --------------------- Metric Current 7-day 30-day AIBAST observed repository downloads 30,610 +3,116 observed - partial +12,116 observed - partial Git clones 29,099 +3,116 observed +12,108 observed Clones excluding CI estimate 29,099 +4,684 (+19.2%) +12,523 (+75.5%) AIBAST repository and Pages views 1,361 +48 observed +243 observed jsDelivr file hits 525 +0 observed +8 observed Release asset downloads 986 +271 (+37.9%) +572 (+138.2%) AIBAST direct agent file downloads 976 +283 (+40.8%) +728 (+293.5%) AIBAST skill file downloads 105 +0 (+0.0%) +6 (+6.1%) AIBAST installer file downloads 302 +50 (+19.8%) +123 (+68.7%) Unique cloners (14-day window) 804 +95 (+13.4%) snapshot change +433 (+116.7%) snapshot change Unique visitors (14-day window) 73 -2 (-2.7%) snapshot change +45 (+160.7%) snapshot change COMMUNITY ENGAGEMENT -------------------- Metric Current 7-day 30-day GitHub stars 8 +0 (+0.0%) +0 (+0.0%) GitHub forks 9 +1 (+12.5%) +2 (+28.6%) GitHub watchers 0 +0 (+0.0%) +0 (+0.0%) Open GitHub issues 16 -1 (-5.9%) +1 (+6.7%) Agent upvotes Unavailable Unavailable Unavailable Signed-in agent acquisitions Unavailable Unavailable Unavailable Workshop usage events 1,180 +688 (+139.8%) - partial +1,080 (+1080.0%) - partial Workshop views (14-day top paths) Unavailable Unavailable Unavailable Workshop file downloads 497 +270 (+118.9%) +406 (+446.2%) Workshop bundle downloads 683 +421 (+160.7%) +683 Workshop feedback reports 0 +0 (+0.0%) +0 (+0.0%) LEARNING IMPACT --------------- Metric Current 7-day 30-day Verified achievement participants 1 +0 (+0.0%) +0 (+0.0%) Verified achievement points 5 +0 (+0.0%) +0 (+0.0%) Verified achievements 1 +0 (+0.0%) +0 (+0.0%) Workshop starts 1 +0 (+0.0%) +0 (+0.0%) Workshop completions 0 +0 (+0.0%) +0 (+0.0%) Manual-mode completions 0 +0 (+0.0%) +0 (+0.0%) Workshop completion rate 0.0% +0.0 pp +0.0 pp Manual-mode completion rate 0.0% +0.0 pp +0.0 pp Achievement completion rate 16.7% +0.0 pp +0.0 pp LIBRARY FOOTPRINT ----------------- Metric Current 7-day 30-day Tracked repository files 13,187 +2,954 (+28.9%) +3,822 (+40.8%) Files covered by download observations 13,187 +2,954 (+28.9%) +3,822 (+40.8%) Catalog agents 94 +1 (+1.1%) +8 (+9.3%) Tracked SKILL.md files 607 +76 (+14.3%) +116 (+23.6%) Canonical workshops 72 +0 (+0.0%) +7 (+10.8%) Deployable stacks 73 +0 (+0.0%) +7 (+10.6%) Industry verticals 13 +0 (+0.0%) +1 (+8.3%) TOP WEEKLY MOVERS ----------------- Workshop usage: - Deal Progression Agent: +43 (current 76) - Account Intelligence Agent: +30 (current 88) - Field Service Dispatch Agent: +12 (current 19) - Retail Store Associate Copilot: +12 (current 16) - Reporting Package Validation Agent: +11 (current 15) Agent downloads: - Account Intelligence Agent: +8 (current 26) - Deal Progression Agent: +6 (current 17) - Field Service Dispatch Agent: +6 (current 19) - Retail Store Associate Copilot: +6 (current 13) - Benefits Enrollment Agent: +4 (current 8) TOP MONTHLY MOVERS ------------------ Workshop usage: - Deal Progression Agent: +76 (current 76) - Account Intelligence Agent: +71 (current 88) - Field Service Dispatch Agent: +19 (current 19) - Win/Loss Analysis Agent: +19 (current 19) - Engineering Standards Agent: +17 (current 17) Agent downloads: - Account Intelligence Agent: +17 (current 26) - Deal Progression Agent: +14 (current 17) - Field Service Dispatch Agent: +14 (current 19) - Win Loss Analysis Agent: +13 (current 16) - Building Permit Processing Agent: +12 (current 18) MEASUREMENT STATUS ------------------ - Traffic: live (as of 2026-11-15T05:25:21Z) - File Downloads: complete (as of 2026-11-15T05:25:21Z) - Agent Upvotes: partial (as of 2026-11-15T05:25:21Z) - Agent Acquisitions: partial (as of 2026-11-15T05:25:21Z) - Workshops: partial (as of 2026-11-15T05:25:21Z) - Achievements: available (as of 2026-11-15T05:25:21Z) IMPORTANT NOTES --------------- - This report uses AIBAST-only public GitHub, Discussion, jsDelivr, release, and opt-in issue signals. RAR is excluded from every count. It contains no private analytics or tracking pixel. - Raw GitHub, raw.githubusercontent.com, and direct GitHub Pages file downloads expose no public per-file counter, so download figures are a measurable floor rather than total use. - GitHub traffic and popular paths require repository Administration: read. Unavailable traffic remains unavailable instead of becoming a fabricated zero. - Workshop usage combines mixed-window public events and is not a user count. Agent rating upvotes, signed-in acquisitions, and achievement points remain separate signals. - Verified achievements confirm authenticated GitHub issue authorship and schema only; the underlying self-reported completion is not independently proven. - A native upvote on an agent rating Discussion records preference. A native upvote on its acquisition Discussion records one signed-in account's declared download, copy, or install. Neither replaces observable CDN or release file-transfer counts. Open the formatted report: https://microsoft.github.io/aibast-agents-library/reports/impact-report.html Download the PDF: https://microsoft.github.io/aibast-agents-library/reports/impact-report.pdf View live metrics: https://microsoft.github.io/aibast-agents-library/metrics.html