Board Position
#8 · AI coding still leads, while agent products are starting to break out.
pev is currently ranked #8 on the Momentum board. Prev #8. Active window: 24h.
Score88
Confidence78%
Surge+22%
Sourcesgithub
→ 0
Reading Flow
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Tool Detail
pev
AI Coding
pev
Open-source tool for Monad builders: score your contract's parallelizability, spot hot storage slots, and find the chain's biggest throughput killers. Live data from Monad mainnet.
AI CodingGitHubblockchain-explorerdeveloper-toolsfallbackgithub
pev appears on 2 boards right now, with the primary position at #8 on Momentum.
This signal is supported by GitHub, spanning 1 source directions.
The system has tracked this tool for 2 runs, first seen Jun 19, 07:56 and most recently updated Jun 19, 08:57.
Score88
Weekly growth+22%
Confidence78%
Primary statusMomentum #8
→ 0 · Prev #8
Discovery statusRanked
Pool score 94, based on 1 contributing sources.
Tracked runs2
First seen Jun 19, 07:56, last updated Jun 19, 08:57.
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#8D1
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Signal summary
pev appears on 2 boards right now, with the primary position at #8 on Momentum.
This signal is supported by GitHub, spanning 1 source directions.
The system has tracked this tool for 2 runs, first seen Jun 19, 07:56 and most recently updated Jun 19, 08:57.
Discovery assessment
Discovery originPrimary provider
1 sources contributed to the candidate judgement.
Candidate typeProduct candidate
Currently in the Ranked stage.
Quality score91
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.
Text looks more like product copy: build, toolIncludes product-like sourcesFresh source-page cache hitSource copy looks product-like: build
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+11
1 matched · 1 still fresh
Stability1 consecutive runs
watchlist 1 · ranked 0 · strong 1
Recent snapshotBest 76
Last seen Jun 19, 07:56
Why the system thinks so
Source page evidence: Fresh source-page cache hit
Why the system thinks so
Source page evidence: Source copy looks product-like: build
Board footprint
Momentum#8
→ 0Prev #8
Score 88Confidence 78%Surge +22%
Durable Growth#8
7dUp for 7 straight days
Score 88Confidence 78%Surge +22%
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: 88. 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
2026-06-19 07:55
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 / 0
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
High-value hitLinked signalFetch successRich summary
GitHub - Silk-Nodes/pev: Open-source tool for Monad builders: score your contract's parallelizability, spot hot storage slots, and find the chain's biggest throughput killers. Live data from Monad mainnet.
Open-source tool for Monad builders: score your contract's parallelizability, spot hot storage slots, and find the chain's biggest throughput killers.…
https://github.com/Silk-Nodes/pevJun 19, 07:56
FetchedGitHubgithub.comHTTP 200
Why it is prioritized
The fetch succeeded and the cache is still fresh, which makes this page a strong signal for judging whether the product is active and real.
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 #8
Jun 19, 08:57Open-source tool for Monad builders: score your contract's parallelizability, spot hot storage slots, and find the chain's biggest throughput killers. Live data from Monad mainnet.
GitHubblockchain-explorerdeveloper-tools
GitHubMomentum #8
Jun 19, 08:57Open-source tool for Monad builders: score your contract's parallelizability, spot hot storage slots, and find the chain's biggest throughput killers. Live data from Monad mainnet.
GitHubblockchain-explorerdeveloper-tools
GitHubNewcomers #5
Jun 19, 07:56Open-source tool for Monad builders: score your contract's parallelizability, spot hot storage slots, and find the chain's biggest throughput killers. Live data from Monad mainnet.
GitHubblockchain-explorerdeveloper-tools
GitHubMomentum #8
Jun 19, 07:56Open-source tool for Monad builders: score your contract's parallelizability, spot hot storage slots, and find the chain's biggest throughput killers. Live data from Monad mainnet.
GitHubblockchain-explorerdeveloper-tools
Continue reading
Peer comparison
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