Board Position
#11 · AI coding still leads, while agent products are starting to break out.
outlier-site is currently ranked #11 on the Momentum board. Prev #11. Active window: 24h.
Score87
Confidence78%
Surge+20%
Sourcesgithub
→ 0
Reading Flow
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Tool Detail
outlier-site
AI Coding
outlier-site
Outlier — local-first AI desktop app for Mac. Runs entirely on-device, no cloud required. https://outlier.host
AI CodingGitHubapple-siliconclaude-code-alternativefallbackgithub
outlier-site appears on 2 boards right now, with the primary position at #11 on Momentum.
This signal is supported by GitHub, spanning 1 source directions.
The system has tracked this tool for 3 runs, first seen Jun 17, 19:12 and most recently updated Jun 22, 11:27.
Score87
Weekly growth+20%
Confidence78%
Primary statusMomentum #11
→ 0 · Prev #11
Discovery statusWatchlist
Pool score 90, based on 1 contributing sources.
Tracked runs3
First seen Jun 17, 19:12, last updated Jun 22, 11:27.
Source coverage1
GitHub
7-day score trend
GitHub hit rate limits, so the latest successful snapshot is being reused temporarily.7-day rank movement
Lower numbers are closer to the top#12D1
#12D2
#12D3
#12D4
#12D5
#11D6
#11D7
Signal summary
outlier-site appears on 2 boards right now, with the primary position at #11 on Momentum.
This signal is supported by GitHub, spanning 1 source directions.
The system has tracked this tool for 3 runs, first seen Jun 17, 19:12 and most recently updated Jun 22, 11:27.
Discovery assessment
Discovery originPrimary provider
1 sources contributed to the candidate judgement.
Candidate typeProduct candidate
Currently in the Watchlist stage.
Quality score76
Higher scores usually indicate a real product rather than editorial or noisy content.
Manual ruleAutomatic
No manual rule is active, so the system judgement is still automatic.
Includes product-like sources
System judgement
This section shows how source page evidence, multi-run stability, and auto-promotion logic are combined into the candidate judgement.
Source page evidence+4
1 matched
Stability2 consecutive runs
watchlist 2 · ranked 0 · strong 2
Recent snapshotBest 75
Last seen Jun 22, 10:25
Board footprint
Momentum#11
→ 0Prev #11
Score 87Confidence 78%Surge +20%
Durable Growth#11
7dUp for 7 straight days
Score 87Confidence 78%Surge +20%
Why it matters now
- GitHub is showing a clear upward signal and is worth adding to the watchlist first.
- Current category: AI Coding. A good fit for the watchlist.
- Current board score: 87. A useful starting point for the next round of real-data validation.
What could make it noisy
- The signal still mainly comes from a single source, so more cross-validation is recommended.
- This is still a short-window snapshot and lacks longer-term real history.
Source timeline
2026-06-22 10:24
Reused last successful momentum snapshot from 1h ago
Cached source page
Source page evidence
This panel aggregates source pages the system has already fetched and cached, so you can judge whether the tool points to a real product site, an editorial page, or just a seed domain.
Cached pages1
Total number of fetched pages that are currently available to display.
Successful pages1
Pages fetched successfully with a readable title and summary.
Failed / stale0 / 1
Failed pages will be retried, and stale pages will be refreshed in later syncs.
Domains covered1
Broader domain overlap usually suggests the signal is not just isolated noise.
Status filter
Showing 1 / 1 pages
Sorted by fetch success, freshness, and summary richnessHigh value · 1
Linked signalFetch successRich summary
GitHub - mattkerr09/outlier-site: Outlier — local-first AI desktop app for Mac. Runs entirely on-device, no cloud required. https://outlier.host
Outlier — local-first AI desktop app for Mac. Runs entirely on-device, no cloud required. https://outlier.host - mattkerr09/outlier-site
https://github.com/mattkerr09/outlier-siteJun 17, 19:27
FetchedGitHubgithub.comHTTP 200Stale
Why it is prioritized
This page was fetched successfully before, but the cache is stale now, so it is better used as supporting evidence than as the primary source.
This evidence is already linked to a raw signal record, so you can continue tracing the source from the signal detail page.
Raw signals
GitHubDurable Growth #11
Jun 22, 11:27Outlier — local-first AI desktop app for Mac. Runs entirely on-device, no cloud required. https://outlier.host
GitHubapple-siliconclaude-code-alternative
GitHubMomentum #11
Jun 22, 11:27Outlier — local-first AI desktop app for Mac. Runs entirely on-device, no cloud required. https://outlier.host
GitHubapple-siliconclaude-code-alternative
GitHubNewcomers #8
Jun 22, 10:25Outlier — local-first AI desktop app for Mac. Runs entirely on-device, no cloud required. https://outlier.host
GitHubapple-siliconclaude-code-alternative
GitHubMomentum #11
Jun 22, 10:25Outlier — local-first AI desktop app for Mac. Runs entirely on-device, no cloud required. https://outlier.host
GitHubapple-siliconclaude-code-alternative
GitHubNewcomers #9
Jun 17, 19:12Outlier — local-first AI desktop app for Mac. Runs entirely on-device, no cloud required. https://outlier.host
GitHubapple-siliconclaude-code-alternative
GitHubMomentum #12
Jun 17, 19:12Outlier — local-first AI desktop app for Mac. Runs entirely on-device, no cloud required. https://outlier.host
GitHubapple-siliconclaude-code-alternative
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