AIBAST impact reporting

Weekly & monthly impact

A shareable, automation-ready view of every measurable AIBAST library signal. The report preserves unavailable and partial coverage rather than manufacturing zeros.

Snapshot 2026-11-15T05:25:21Z microsoft/aibast-agents-library 7-day baseline: 2026-11-07T05:25:11Z 30-day baseline: 2026-10-15T05:34:53Z
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Reach and consumption

MetricCurrent7-day impact30-day impact
AIBAST observed repository downloads 30,610available +3,116 observed - partial +12,116 observed - partial
Git clones 29,099available +3,116 observed +12,108 observed
Clones excluding CI estimate 29,099available +4,684 (+19.2%) +12,523 (+75.5%)
AIBAST repository and Pages views 1,361available +48 observed +243 observed
jsDelivr file hits 525available +0 observed +8 observed
Release asset downloads 986available +271 (+37.9%) +572 (+138.2%)
AIBAST direct agent file downloads 976available +283 (+40.8%) +728 (+293.5%)
AIBAST skill file downloads 105available +0 (+0.0%) +6 (+6.1%)
AIBAST installer file downloads 302available +50 (+19.8%) +123 (+68.7%)
Unique cloners (14-day window) 804available +95 (+13.4%) snapshot change +433 (+116.7%) snapshot change
Unique visitors (14-day window) 73available -2 (-2.7%) snapshot change +45 (+160.7%) snapshot change

Community engagement

MetricCurrent7-day impact30-day impact
GitHub stars 8available +0 (+0.0%) +0 (+0.0%)
GitHub forks 9available +1 (+12.5%) +2 (+28.6%)
GitHub watchers 0available +0 (+0.0%) +0 (+0.0%)
Open GitHub issues 16available -1 (-5.9%) +1 (+6.7%)
Agent upvotes Unavailableunavailable Unavailable Unavailable
Signed-in agent acquisitions Unavailableunavailable Unavailable Unavailable
Workshop usage events 1,180partial +688 (+139.8%) - partial +1,080 (+1080.0%) - partial
Workshop views (14-day top paths) Unavailableunavailable Unavailable Unavailable
Workshop file downloads 497available +270 (+118.9%) +406 (+446.2%)
Workshop bundle downloads 683available +421 (+160.7%) +683
Workshop feedback reports 0available +0 (+0.0%) +0 (+0.0%)

Learning impact

MetricCurrent7-day impact30-day impact
Verified achievement participants 1available +0 (+0.0%) +0 (+0.0%)
Verified achievement points 5available +0 (+0.0%) +0 (+0.0%)
Verified achievements 1available +0 (+0.0%) +0 (+0.0%)
Workshop starts 1available +0 (+0.0%) +0 (+0.0%)
Workshop completions 0available +0 (+0.0%) +0 (+0.0%)
Manual-mode completions 0available +0 (+0.0%) +0 (+0.0%)
Workshop completion rate 0.0%available +0.0 pp +0.0 pp
Manual-mode completion rate 0.0%available +0.0 pp +0.0 pp
Achievement completion rate 16.7%available +0.0 pp +0.0 pp

Library footprint

MetricCurrent7-day impact30-day impact
Tracked repository files 13,187available +2,954 (+28.9%) +3,822 (+40.8%)
Files covered by download observations 13,187available +2,954 (+28.9%) +3,822 (+40.8%)
Catalog agents 94available +1 (+1.1%) +8 (+9.3%)
Tracked SKILL.md files 607available +76 (+14.3%) +116 (+23.6%)
Canonical workshops 72available +0 (+0.0%) +7 (+10.8%)
Deployable stacks 73available +0 (+0.0%) +7 (+10.6%)
Industry verticals 13available +0 (+0.0%) +1 (+8.3%)

Top weekly movers

Workshop usage

  1. Deal Progression Agent: +43 (current 76)
  2. Account Intelligence Agent: +30 (current 88)
  3. Field Service Dispatch Agent: +12 (current 19)
  4. Retail Store Associate Copilot: +12 (current 16)
  5. Reporting Package Validation Agent: +11 (current 15)

Agent downloads

  1. Account Intelligence Agent: +8 (current 26)
  2. Deal Progression Agent: +6 (current 17)
  3. Field Service Dispatch Agent: +6 (current 19)
  4. Retail Store Associate Copilot: +6 (current 13)
  5. Benefits Enrollment Agent: +4 (current 8)

Top monthly movers

Workshop usage

  1. Deal Progression Agent: +76 (current 76)
  2. Account Intelligence Agent: +71 (current 88)
  3. Field Service Dispatch Agent: +19 (current 19)
  4. Win/Loss Analysis Agent: +19 (current 19)
  5. Engineering Standards Agent: +17 (current 17)

Agent downloads

  1. Account Intelligence Agent: +17 (current 26)
  2. Deal Progression Agent: +14 (current 17)
  3. Field Service Dispatch Agent: +14 (current 19)
  4. Win Loss Analysis Agent: +13 (current 16)
  5. 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

Interpretation 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.