Board Position

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

→ 0

Castwright is currently ranked #8 on the Momentum board. Prev #8. Active window: 24h.

Score88
Confidence78%
Surge+22%
Sourcesgithub
aiaudiobook

Tool Detail

Castwright

AI Coding

Castwright

Any book, performed by a full cast — effortlessly. A local, multi-voice audiobook generator: an LLM casts every character in its own voice, kept consistent across a whole series, with voice design, cloning, per-line emotion and M4B export. Runs on your own machine — you own the files. Qwen3-TTS · Kokoro · XTTS.

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AI CodingGitHubaiaudiobookfallbackgithub
Signal Read 1

Castwright appears on 2 boards right now, with the primary position at #8 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 2 runs, first seen Jun 24, 07:19 and most recently updated Jun 24, 08:20.

Score88
Weekly growth+22%
Confidence78%
Primary statusMomentum #8

→ 0 · Prev #8

Discovery statusRanked

Pool score 92, based on 1 contributing sources.

Tracked runs2

First seen Jun 24, 07:19, last updated Jun 24, 08:20.

Source coverage1

GitHub

7-day score trend
GitHub hit rate limits, so the latest successful snapshot is being reused temporarily.
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7-day rank movement
Lower numbers are closer to the top
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Signal summary

Castwright 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 24, 07:19 and most recently updated Jun 24, 08:20.

Discovery assessment
Discovery originPrimary provider

1 sources contributed to the candidate judgement.

Candidate typeProduct candidate

Currently in the Ranked stage.

Quality score80

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 sourcesFresh source-page cache hit
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+8

1 matched · 1 still fresh

Stability1 consecutive runs

watchlist 1 · ranked 0 · strong 1

Recent snapshotBest 74

Last seen Jun 24, 07:19

Why the system thinks so

Source page evidence: Fresh source-page cache hit

Board footprint
Momentum#8
→ 0

Prev #8

Score 88Confidence 78%Surge +22%
Durable Growth#8
7d

Up 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 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 / 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
Raw signals
GitHubDurable Growth #8
Jun 24, 08:20

Any book, performed by a full cast — effortlessly. A local, multi-voice audiobook generator: an LLM casts every character in its own voice, kept consistent across a whole series, with voice design, cloning, per-line emotion and M4B export. Runs on your own machine — you own the files. Qwen3-TTS · Kokoro · XTTS.

7dScore 88Confidence 78%Surge +22%
GitHubaiaudiobook
Matching page evidenceView crawl detailSnapshot live-20260624082057717596-10e0d8Open source
GitHubMomentum #8
Jun 24, 08:20

Any book, performed by a full cast — effortlessly. A local, multi-voice audiobook generator: an LLM casts every character in its own voice, kept consistent across a whole series, with voice design, cloning, per-line emotion and M4B export. Runs on your own machine — you own the files. Qwen3-TTS · Kokoro · XTTS.

→ 0Score 88Confidence 78%Surge +22%
GitHubaiaudiobook
Matching page evidenceView crawl detailSnapshot live-20260624082057717596-10e0d8Open source
GitHubNewcomers #4
Jun 24, 07:19

Any book, performed by a full cast — effortlessly. A local, multi-voice audiobook generator: an LLM casts every character in its own voice, kept consistent across a whole series, with voice design, cloning, per-line emotion and M4B export. Runs on your own machine — you own the files. Qwen3-TTS · Kokoro · XTTS.

NEWScore 72Confidence 78%Surge +9%
GitHubaiaudiobook
Matching page evidenceView crawl detailSnapshot live-20260624071946281570-7f8a14Open source
GitHubMomentum #8
Jun 24, 07:19

Any book, performed by a full cast — effortlessly. A local, multi-voice audiobook generator: an LLM casts every character in its own voice, kept consistent across a whole series, with voice design, cloning, per-line emotion and M4B export. Runs on your own machine — you own the files. Qwen3-TTS · Kokoro · XTTS.

NEWScore 72Confidence 78%Surge +9%
GitHubaiaudiobook
Matching page evidenceView crawl detailSnapshot live-20260624071946281570-7f8a14Open source
Continue reading
Peer comparison
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