Board Position
#2 · AI coding still leads, while agent products are starting to break out.
openai-agents-python is currently ranked #2 on the Momentum board. Prev #3. Active window: 24h.
Score78
Confidence78%
Surge+8%
Sourcesgithub
↑ 1
Reading Flow
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Tool Detail
openai-agents-python
Agent Tools
openai-agents-python
A lightweight, powerful framework for multi-agent workflows
Agent ToolsGitHubagentsaiframeworkgithub
Score78
Weekly growth+8%
Confidence78%
Primary statusMomentum #2
↑ 1 · Prev #3
Discovery statusRanked
Pool score 84, based on 1 contributing sources.
Tracked runs7
First seen Apr 16, 11:15, last updated Apr 16, 15:33.
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#2D1
#3D2
#2D3
#2D4
#2D5
#3D6
#2D7
Signal summary
openai-agents-python appears on 2 boards right now, with the primary position at #2 on Momentum.
This signal is supported by GitHub, spanning 1 source directions.
The system has tracked this tool for 7 runs, first seen Apr 16, 11:15 and most recently updated Apr 16, 15:33.
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: agent, toolIncludes product-like sourcesFresh source-page cache hitSource 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+11
1 matched · 1 still fresh
Stability6 consecutive runs
watchlist 6 · ranked 4 · strong 6
Recent snapshotBest 84
Last seen Apr 16, 14:32
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: agent
Board footprint
Momentum#2
↑ 1Prev #3
Score 78Confidence 78%Surge +8%
Durable Growth#2
5dUp for 5 straight days
Score 78Confidence 78%Surge +8%
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: 78. 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
2026-04-16 15:32
Stars 21051 / Forks 3439 / Watchers 191 / Issues 71 / Active 0d
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 successRecently fetched
GitHub - openai/openai-agents-python: A lightweight, powerful framework for multi-agent workflows
A lightweight, powerful framework for multi-agent workflows - openai/openai-agents-python
https://github.com/openai/openai-agents-pythonApr 16, 11:16
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 #2
Apr 16, 15:33A lightweight, powerful framework for multi-agent workflows
GitHubagentsai
GitHubMomentum #2
Apr 16, 15:33A lightweight, powerful framework for multi-agent workflows
GitHubagentsai
GitHubDurable Growth #2
Apr 16, 14:32A lightweight, powerful framework for multi-agent workflows
GitHubagentsai
GitHubMomentum #3
Apr 16, 14:32A lightweight, powerful framework for multi-agent workflows
GitHubagentsai
GitHubDurable Growth #2
Apr 16, 13:31A lightweight, powerful framework for multi-agent workflows
GitHubagentsai
GitHubMomentum #2
Apr 16, 13:31A lightweight, powerful framework for multi-agent workflows
GitHubagentsai
GitHubDurable Growth #2
Apr 16, 12:30A lightweight, powerful framework for multi-agent workflows
GitHubagentsai
GitHubMomentum #2
Apr 16, 12:30A lightweight, powerful framework for multi-agent workflows
GitHubagentsai
GitHubDurable Growth #2
Apr 16, 11:43A lightweight, powerful framework for multi-agent workflows
GitHubagentsai
GitHubMomentum #2
Apr 16, 11:43A lightweight, powerful framework for multi-agent workflows
GitHubagentsai
GitHubDurable Growth #2
Apr 16, 11:31A lightweight, powerful framework for multi-agent workflows
GitHubagentsai
GitHubMomentum #3
Apr 16, 11:31A lightweight, powerful framework for multi-agent workflows
GitHubagentsai
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