beyondtahir/beyondwords
A goal-driven AI book production house for Amazon KDP: research niches, create books, publish, manage ads and deliver client services.
Latest metrics (snapshot 2026-10-17)
| stars | 75 |
|---|---|
| forks | 25 |
| issues | 4 |
| pushed_at | 2026-10-09T12:18:39Z |
History
History chart: 1 daily snapshot so far (archive started 2026-10-14). The line fills in as the daily archive grows; full series via the API.
| Date | GitHub stars |
|---|---|
| 2026-10-17 | 75 |
ADC Momentum: 42/100
| Growth velocity | 46 |
|---|---|
| Consistency | 37 |
| Recency | 68 |
| Agent demand | 0 |
| Basis | bootstrap |
ADC Momentum (0-100) = 45% growth velocity (stars/likes gained per day in our daily archive, relative and absolute, percentile-ranked within the category) + 20% consistency (share of recent days with growth) + 20% recency (latest push/update/release, decaying) + 15% agent demand (how often AI agents looked it up via our API/MCP this week). MCP servers use release cadence; LLMs use price cuts, context and recency. Recomputed daily; scores marked "bootstrap" use lifetime rates until the archive has enough days. Method
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[](https://agentdataco.com/repo/beyondtahir/beyondwords)<a href="https://agentdataco.com/repo/beyondtahir/beyondwords"><img src="https://agentdataco.com/badge/repo/beyondtahir/beyondwords.svg" alt="ADC Momentum"></a>Details
| description | A goal-driven AI book production house for Amazon KDP: research niches, create books, publish, manage ads and deliver client services. |
|---|---|
| url | https://github.com/beyondtahir/beyondwords |
| language | Python |
| license | MIT |
| topics | ai-skills amazon-kdp book-production book-writing ebooks mcp publishing python self-publishing |
| created_at | 2026-10-02T22:47:58Z |
| homepage | https://www.beyondtahir.com |
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