**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/

## Reach and consumption

| Metric | Current | 7-day impact | 30-day impact |
|---|---:|---:|---:|
| 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 impact | 30-day impact |
|---|---:|---:|---:|
| 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 impact | 30-day impact |
|---|---:|---:|---:|
| 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 impact | 30-day impact |
|---|---:|---:|---:|
| 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 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.

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