Board Position

#10 · AI coding still leads, while agent products are starting to break out.

NEW

Ralph-Workflow is currently ranked #10 on the Momentum board. First time on the board. Active window: 24h.

Score72
Confidence78%
Surge+9%
Sourcesgithub
aiai-agents

Reading Flow

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Tool Detail

Ralph-Workflow

AI Coding

Ralph-Workflow

Autopilot for AI Coding Agents, supports OpenCode, Claude Code, pi.dev, Cursor, and many more

Visit website
AI CodingGitHubaiai-agentsclaude-codegithub
Signal Read 1

Ralph-Workflow appears on 2 boards right now, with the primary position at #10 on Momentum.

Signal Read 2

This signal is supported by GitHub, spanning 1 source directions.

Signal Read 3

The system has tracked this tool for 4 runs, first seen May 26, 23:43 and most recently updated Oct 15, 22:26.

Score72
Weekly growth+9%
Confidence78%
Primary statusMomentum #10

NEW · First time on the board

Discovery statusWatchlist

Pool score 76, based on 1 contributing sources.

Tracked runs4

First seen May 26, 23:43, last updated Oct 15, 22:26.

Source coverage1

GitHub

7-day score trend
GitHub signals are derived from stars, forks, watchers, and recent activity.
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7-day rank movement
Lower numbers are closer to the top
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Signal summary

Ralph-Workflow appears on 2 boards right now, with the primary position at #10 on Momentum.

This signal is supported by GitHub, spanning 1 source directions.

The system has tracked this tool for 4 runs, first seen May 26, 23:43 and most recently updated Oct 15, 22:26.

Discovery assessment
Discovery originPrimary provider

1 sources contributed to the candidate judgement.

Candidate typeProduct candidate

Currently in the Watchlist stage.

Quality score83

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: agentIncludes 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

Stability3 consecutive runs

watchlist 3 · ranked 0 · strong 3

Recent snapshotBest 75

Last seen Sep 20, 17:45

Why the system thinks so

Source page evidence: Source copy looks product-like: agent

Board footprint
Momentum#10
NEW

First time on the board

Score 72Confidence 78%Surge +9%
Newcomers#7
NEW

First time on the board

Score 72Confidence 78%Surge +9%
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: 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 22:25

Stars 5 / Forks 3 / Watchers 2 / Issues 0 / 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.

1 pages
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
Raw signals
GitHubNewcomers #7
Oct 15, 22:26

Autopilot for AI Coding Agents, supports OpenCode, Claude Code, pi.dev, Cursor, and many more

NEWScore 72Confidence 78%Surge +9%
GitHubaiai-agents
Matching page evidenceView crawl detailSnapshot live-20261015222604420453-40699eOpen source
GitHubMomentum #10
Oct 15, 22:26

Autopilot for AI Coding Agents, supports OpenCode, Claude Code, pi.dev, Cursor, and many more

NEWScore 72Confidence 78%Surge +9%
GitHubaiai-agents
Matching page evidenceView crawl detailSnapshot live-20261015222604420453-40699eOpen source
GitHubNewcomers #4
Sep 20, 17:45

Autopilot for AI Coding Agents, supports OpenCode, Claude Code, pi.dev, Cursor, and many more

NEWScore 72Confidence 78%Surge +9%
GitHubaiai-agents
Matching page evidenceView crawl detailSnapshot live-20260920174533689656-3ae361Open source
GitHubMomentum #6
Sep 20, 17:45

Autopilot for AI Coding Agents, supports OpenCode, Claude Code, pi.dev, Cursor, and many more

NEWScore 72Confidence 78%Surge +9%
GitHubaiai-agents
Matching page evidenceView crawl detailSnapshot live-20260920174533689656-3ae361Open source
GitHubNewcomers #6
Jun 6, 24:04

The operating system for autonomous coding

NEWScore 72Confidence 78%Surge +9%
GitHubaiai-agents
Matching page evidenceView crawl detailSnapshot live-20260606000443251497-6d87d2Open source
GitHubMomentum #8
Jun 6, 24:04

The operating system for autonomous coding

NEWScore 72Confidence 78%Surge +9%
GitHubaiai-agents
Matching page evidenceView crawl detailSnapshot live-20260606000443251497-6d87d2Open source
GitHubNewcomers #4
May 26, 23:43

The operating system for autonomous coding

NEWScore 72Confidence 78%Surge +9%
GitHubaiai-agents
Matching page evidenceView crawl detailSnapshot live-20260526234341672173-adaa1eOpen source
GitHubMomentum #6
May 26, 23:43

The operating system for autonomous coding

NEWScore 72Confidence 78%Surge +9%
GitHubaiai-agents
Matching page evidenceView crawl detailSnapshot live-20260526234341672173-adaa1eOpen source
Continue reading
Peer comparison
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