Board Position

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Tracked runs9
Last updatedJun 24, 05:17
DiscoveryNot in pool
Source count0

Fallback

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Tool Detail

Socratic

AI Coding

Socratic

🧠 Automate knowledge synthesis for vertical LLM agents, turning unstructured data into structured, domain-specific knowledge bases effortlessly.

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AI Coding
Signal Read 1

The system has tracked this tool for 9 runs, first seen Apr 22, 09:16 and most recently updated Jun 24, 05:17.

Score72
Weekly growth+9%
Confidence78%
Primary statusDetail-only tracking

This tool is not on a primary board right now, but its detail tracking is still available.

Discovery statusNot in discovery

This tool did not enter the discovery pool in the latest sync.

Tracked runs9

First seen Apr 22, 09:16, last updated Jun 24, 05:17.

Source coverage0

No source labels are available yet.

7-day score trend
GitHub signals are derived from stars, forks, watchers, and recent activity.
D1
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7-day rank movement
Lower numbers are closer to the top
#9D1
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Signal summary

The system has tracked this tool for 9 runs, first seen Apr 22, 09:16 and most recently updated Jun 24, 05:17.

Discovery assessment
Discovery originNot in discovery

No additional discovery-origin stats are available yet.

Candidate typeUnclassified

This tool has not entered the discovery pool yet.

Quality score--

No quality score has been recorded yet.

Manual ruleAutomatic

No manual rule is active, so the system judgement is still automatic.

Board footprint
No formal board footprint is available from this sync yet.
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
No readable timeline has been generated for this sync yet.
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.

3 pages
Cached pages3

Total number of fetched pages that are currently available to display.

Successful pages2

Pages fetched successfully with a readable title and summary.

Failed / stale1 / 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

Domain filter

Showing 3 / 3 pages

Sorted by fetch success, freshness, and summary richnessHigh value · 2
Linked signal

Untitled source page

sourcepage request failed after 1 attempts: Client error '404 Not Found' for url 'https://github.com/ou2121/generate-project-context' For more informa…

https://github.com/ou2121/generate-project-context
Jun 23, 22:35
FailedGitHubStale
System judgement

The latest fetch failed, so this page is kept as a clue for now, with lower confidence than successfully fetched pages.

This evidence is already linked to a raw signal record, so you can continue tracing the source from the signal detail page.

Raw signals
GitHubNewcomers #2
Jun 24, 05:17

🧠 Automate knowledge synthesis for vertical LLM agents, turning unstructured data into structured, domain-specific knowledge bases effortlessly.

NEWScore 72Confidence 78%Surge +9%
GitHubfine-tuningin
Matching page evidenceView crawl detailSnapshot live-20260624051749543687-170cd2Open source
GitHubMomentum #4
Jun 24, 05:17

🧠 Automate knowledge synthesis for vertical LLM agents, turning unstructured data into structured, domain-specific knowledge bases effortlessly.

NEWScore 72Confidence 78%Surge +9%
GitHubfine-tuningin
Matching page evidenceView crawl detailSnapshot live-20260624051749543687-170cd2Open source
GitHubNewcomers #4
Jun 23, 22:10

🧠 Automate knowledge synthesis for vertical LLM agents, turning unstructured data into structured, domain-specific knowledge bases effortlessly.

NEWScore 72Confidence 78%Surge +9%
GitHubfine-tuningin
Matching page evidenceView crawl detailSnapshot live-20260623221023159976-218becOpen source
GitHubMomentum #7
Jun 23, 22:10

🧠 Automate knowledge synthesis for vertical LLM agents, turning unstructured data into structured, domain-specific knowledge bases effortlessly.

NEWScore 72Confidence 78%Surge +9%
GitHubfine-tuningin
Matching page evidenceView crawl detailSnapshot live-20260623221023159976-218becOpen source
GitHubNewcomers #6
Jun 21, 22:11

GitHub repository tracked by Signal Atlas.

NEWScore 72Confidence 78%Surge +9%
GitHubai-toolsanthropic
Matching page evidenceView crawl detailSnapshot live-20260621221129854797-3c361dOpen source
GitHubMomentum #8
Jun 21, 22:11

GitHub repository tracked by Signal Atlas.

NEWScore 72Confidence 78%Surge +9%
GitHubai-toolsanthropic
Matching page evidenceView crawl detailSnapshot live-20260621221129854797-3c361dOpen source
GitHubNewcomers #8
Jun 13, 02:03

📦 Generate context files for your projects, streamlining inputs for Large Language Models with smart filtering and format options.

NEWScore 72Confidence 78%Surge +9%
GitHubai-code-generatorchatbot
Matching page evidenceView crawl detailSnapshot live-20260613020317055174-1a0e6fOpen source
GitHubMomentum #10
Jun 13, 02:03

📦 Generate context files for your projects, streamlining inputs for Large Language Models with smart filtering and format options.

NEWScore 72Confidence 78%Surge +9%
GitHubai-code-generatorchatbot
Matching page evidenceView crawl detailSnapshot live-20260613020317055174-1a0e6fOpen source
GitHubNewcomers #7
Jun 1, 07:48

GitHub repository tracked by Signal Atlas.

NEWScore 72Confidence 78%Surge +9%
GitHubai-toolsanthropic
Matching page evidenceView crawl detailSnapshot live-20260601074759917485-950e13Open source
GitHubMomentum #9
Jun 1, 07:48

GitHub repository tracked by Signal Atlas.

NEWScore 72Confidence 78%Surge +9%
GitHubai-toolsanthropic
Matching page evidenceView crawl detailSnapshot live-20260601074759917485-950e13Open source
GitHubNewcomers #9
May 27, 17:09

GitHub repository tracked by Signal Atlas.

NEWScore 72Confidence 78%Surge +9%
GitHubai-toolsanthropic
Matching page evidenceView crawl detailSnapshot live-20260527170928239422-9bdd21Open source
GitHubMomentum #11
May 27, 17:09

GitHub repository tracked by Signal Atlas.

NEWScore 72Confidence 78%Surge +9%
GitHubai-toolsanthropic
Matching page evidenceView crawl detailSnapshot live-20260527170928239422-9bdd21Open source
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Peer comparison
There are not enough comparable tools yet for a useful side-by-side comparison.