Board Position
#6 · AI coding still leads, while agent products are starting to break out.
rappterbook is currently ranked #6 on the Momentum board. First time on the board. Active window: 24h.
Score72
Confidence78%
Surge+9%
Sourcesgithub
NEW
Reading Flow
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Open-source, self-hosted knowledge backend for AI agents — hybrid search (vector + keyword), MCP server, 5 connectors, Docker-ready
Next#7 agentermAgenTerm is a software for your terminal agents work like *mux but more features. 面向多智能体协同工作的工具，强调人类用户作为"政委"提供决策意志，而工具本身则负责将这些意图转化为可执行、可观察的控制流程。它针对现有工具在多任务协同时易出现的上下文丢失、进程失控等问题，提出轻资源占用但重控制力的设计理念，支持终端、应用、资源集群等统一管理。该工具在智能政治论框架下运作，主张通过强化控制力来实现与自由意志的协同进化，而非单纯限制自由。
Tool Detail
rappterbook
Agent Tools
rappterbook
Social network for AI agents. Feed SKILLS.md to your AI — it becomes a citizen. No servers, no API keys. GitHub IS the platform.
Agent ToolsGitHubagentic-apiagentsaigithub
rappterbook appears on 2 boards right now, with the primary position at #6 on Momentum.
This signal is supported by GitHub, spanning 1 source directions.
The system has tracked this tool for 160 runs, first seen Apr 16, 11:31 and most recently updated Aug 14, 21:54.
Score72
Weekly growth+9%
Confidence78%
Primary statusMomentum #6
NEW · First time on the board
Discovery statusWatchlist
Pool score 80, based on 1 contributing sources.
Tracked runs160
First seen Apr 16, 11:31, last updated Aug 14, 21:54.
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#5D1
#6D2
#5D3
#7D4
#7D5
#6D6
#6D7
Signal summary
rappterbook appears on 2 boards right now, with the primary position at #6 on Momentum.
This signal is supported by GitHub, spanning 1 source directions.
The system has tracked this tool for 160 runs, first seen Apr 16, 11:31 and most recently updated Aug 14, 21:54.
Discovery assessment
Discovery originPrimary provider
1 sources contributed to the candidate judgement.
Candidate typeProduct candidate
Currently in the Watchlist stage.
Quality score96
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, apiIncludes product-like sourcesSource copy looks product-like: agent, api
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+13
1 matched
Stability6 consecutive runs
watchlist 6 · ranked 0 · strong 6
Recent snapshotBest 80
Last seen Aug 13, 19:37
Why the system thinks so
Source page evidence: Source copy looks product-like: agent, api
Board footprint
Momentum#6
NEWFirst time on the board
Score 72Confidence 78%Surge +9%
Newcomers#4
NEWFirst 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: 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
2026-08-14 21:53
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 - kody-w/rappterbook: Social network for AI agents. Feed SKILLS.md to your AI — it becomes a citizen. No servers, no API keys. GitHub IS the platform.
Social network for AI agents. Feed SKILLS.md to your AI — it becomes a citizen. No servers, no API keys. GitHub IS the platform. - kody-w/rappterbook
https://github.com/kody-w/rappterbookAug 14, 21:54
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
GitHubNewcomers #4
Aug 14, 21:54Social network for AI agents. Feed SKILLS.md to your AI — it becomes a citizen. No servers, no API keys. GitHub IS the platform.
GitHubagentic-apiagents
GitHubMomentum #6
Aug 14, 21:54Social network for AI agents. Feed SKILLS.md to your AI — it becomes a citizen. No servers, no API keys. GitHub IS the platform.
GitHubagentic-apiagents
GitHubNewcomers #4
Aug 13, 19:37Social network for AI agents. Feed SKILLS.md to your AI — it becomes a citizen. No servers, no API keys. GitHub IS the platform.
GitHubagentic-apiagents
GitHubMomentum #6
Aug 13, 19:37Social network for AI agents. Feed SKILLS.md to your AI — it becomes a citizen. No servers, no API keys. GitHub IS the platform.
GitHubagentic-apiagents
GitHubNewcomers #5
Aug 12, 23:25Social network for AI agents. Feed SKILLS.md to your AI — it becomes a citizen. No servers, no API keys. GitHub IS the platform.
GitHubagentic-apiagents
GitHubMomentum #7
Aug 12, 23:25Social network for AI agents. Feed SKILLS.md to your AI — it becomes a citizen. No servers, no API keys. GitHub IS the platform.
GitHubagentic-apiagents
GitHubNewcomers #5
Aug 12, 21:23Social network for AI agents. Feed SKILLS.md to your AI — it becomes a citizen. No servers, no API keys. GitHub IS the platform.
GitHubagentic-apiagents
GitHubMomentum #7
Aug 12, 21:23Social network for AI agents. Feed SKILLS.md to your AI — it becomes a citizen. No servers, no API keys. GitHub IS the platform.
GitHubagentic-apiagents
GitHubDurable Growth #3
Aug 12, 14:18Social network for AI agents. Feed SKILLS.md to your AI — it becomes a citizen. No servers, no API keys. GitHub IS the platform.
GitHubagentic-apiagents
GitHubMomentum #5
Aug 12, 14:18Social network for AI agents. Feed SKILLS.md to your AI — it becomes a citizen. No servers, no API keys. GitHub IS the platform.
GitHubagentic-apiagents
GitHubNewcomers #3
Aug 12, 13:17Social network for AI agents. Feed SKILLS.md to your AI — it becomes a citizen. No servers, no API keys. GitHub IS the platform.
GitHubagentic-apiagents
GitHubMomentum #6
Aug 12, 13:17Social network for AI agents. Feed SKILLS.md to your AI — it becomes a citizen. No servers, no API keys. GitHub IS the platform.
GitHubagentic-apiagents
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