Board Position
#8 · AI coding still leads, while agent products are starting to break out.
markgitup-research-desk is currently ranked #8 on the Momentum board. Prev #10. Active window: 24h.
Score72
Confidence78%
Surge+1%
Sourcesgithub
↑ 2
Reading Flow
Keep reading along this board
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Tool Detail
markgitup-research-desk
Agent Tools
markgitup-research-desk
Autonomous hourly research desk: a local LLM picks a fresh angle from 24 standing AI/policy/markets topic families, SearXNG gathers the evidence, and nothing publishes without 2+ independent sources. Static site, zero dependencies, built with Hermes Agent.
Agent ToolsGitHubagentic-aiaiai-policygithub
markgitup-research-desk 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 5 runs, first seen Oct 6, 16:02 and most recently updated Oct 15, 05:14.
Score72
Weekly growth+1%
Confidence78%
Primary statusMomentum #8
↑ 2 · Prev #10
Discovery statusWatchlist
Pool score 77, based on 1 contributing sources.
Tracked runs5
First seen Oct 6, 16:02, last updated Oct 15, 05:14.
Source coverage1
GitHub
7-day score trend
GitHub signals are derived from stars, forks, watchers, and recent activity.7-day rank movement
Lower numbers are closer to the top#9D1
#9D2
#9D3
#8D4
#8D5
#10D6
#8D7
Signal summary
markgitup-research-desk 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 5 runs, first seen Oct 6, 16:02 and most recently updated Oct 15, 05:14.
Discovery assessment
Discovery originPrimary provider
1 sources contributed to the candidate judgement.
Candidate typeProduct candidate
Currently in the Watchlist stage.
Quality score87
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: agent, toolIncludes product-like sourcesSource copy looks product-like: agent
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+7
1 matched
Stability4 consecutive runs
watchlist 4 · ranked 0 · strong 4
Recent snapshotBest 78
Last seen Oct 15, 04:14
Why the system thinks so
Source page evidence: Source copy looks product-like: agent
Board footprint
Momentum#8
↑ 2Prev #10
Score 72Confidence 78%Surge +1%
Durable Growth#3
6dUp for 6 straight days
Score 72Confidence 78%Surge +1%
Why it matters now
- GitHub is showing a clear upward signal and is worth adding to the watchlist first.
- Current category: Agent Tools. A good fit for the watchlist.
- Current board score: 72. 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
2026-10-15 05:14
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 - c1t1zen1/markgitup-research-desk: Autonomous hourly research desk: a local LLM picks a fresh angle from 24 standing AI/policy/markets topic families, SearXNG gathers the evidence, and nothing publishes without 2+ independent sources. Static site, zero dependencies, built with Hermes Agent.
Autonomous hourly research desk: a local LLM picks a fresh angle from 24 standing AI/policy/markets topic families, SearXNG gathers the evidence, and…
https://github.com/c1t1zen1/markgitup-research-deskOct 15, 05:14
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 #3
Oct 15, 05:14Autonomous hourly research desk: a local LLM picks a fresh angle from 24 standing AI/policy/markets topic families, SearXNG gathers the evidence, and nothing publishes without 2+ independent sources. Static site, zero dependencies, built with Hermes Agent.
GitHubagentic-aiai
GitHubMomentum #8
Oct 15, 05:14Autonomous hourly research desk: a local LLM picks a fresh angle from 24 standing AI/policy/markets topic families, SearXNG gathers the evidence, and nothing publishes without 2+ independent sources. Static site, zero dependencies, built with Hermes Agent.
GitHubagentic-aiai
GitHubNewcomers #7
Oct 15, 04:14Autonomous hourly research desk: a local LLM picks a fresh angle from 24 standing AI/policy/markets topic families, SearXNG gathers the evidence, and nothing publishes without 2+ independent sources. Static site, zero dependencies, built with Hermes Agent.
GitHubagentic-aiai
GitHubMomentum #10
Oct 15, 04:14Autonomous hourly research desk: a local LLM picks a fresh angle from 24 standing AI/policy/markets topic families, SearXNG gathers the evidence, and nothing publishes without 2+ independent sources. Static site, zero dependencies, built with Hermes Agent.
GitHubagentic-aiai
GitHubNewcomers #5
Oct 10, 21:07Autonomous hourly research desk: a local LLM picks a fresh angle from 24 standing AI/policy/markets topic families, SearXNG gathers the evidence, and nothing publishes without 2+ independent sources. Static site, zero dependencies, built with Hermes Agent.
GitHubagentic-aiai
GitHubMomentum #8
Oct 10, 21:07Autonomous hourly research desk: a local LLM picks a fresh angle from 24 standing AI/policy/markets topic families, SearXNG gathers the evidence, and nothing publishes without 2+ independent sources. Static site, zero dependencies, built with Hermes Agent.
GitHubagentic-aiai
GitHubNewcomers #6
Oct 10, 13:02Autonomous hourly research desk: a local LLM picks a fresh angle from 24 standing AI/policy/markets topic families, SearXNG gathers the evidence, and nothing publishes without 2+ independent sources. Static site, zero dependencies, built with Hermes Agent.
GitHubagentic-aiai
GitHubMomentum #8
Oct 10, 13:02Autonomous hourly research desk: a local LLM picks a fresh angle from 24 standing AI/policy/markets topic families, SearXNG gathers the evidence, and nothing publishes without 2+ independent sources. Static site, zero dependencies, built with Hermes Agent.
GitHubagentic-aiai
GitHubNewcomers #6
Oct 6, 16:02Autonomous hourly research desk: a local LLM picks a fresh angle from 24 standing AI/policy/markets topic families, SearXNG gathers the evidence, and nothing publishes without 2+ independent sources. Static site, zero dependencies, built with Hermes Agent.
GitHubagentic-aiai
GitHubMomentum #9
Oct 6, 16:02Autonomous hourly research desk: a local LLM picks a fresh angle from 24 standing AI/policy/markets topic families, SearXNG gathers the evidence, and nothing publishes without 2+ independent sources. Static site, zero dependencies, built with Hermes Agent.
GitHubagentic-aiai
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