Speedrunlab/reverse-engineer-anything-self-learning-loop
Agent skill: examine a product you're authorised to rebuild, build your own, then test against the original and fix gaps until every must-have on a written checklist passes. Inspired by REA (@morluto), not affiliated. MIT.
Latest metrics (snapshot 2026-10-31)
| stars | 117 |
|---|---|
| forks | 9 |
| issues | 0 |
| pushed_at | 2026-10-25T23:55:53Z |
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 |
|---|---|
| 2026-10-31 | 117 |
ADC Momentum: 57/100
| Growth velocity | 68 |
|---|---|
| Consistency | 54 |
| Recency | 77 |
| 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/Speedrunlab/reverse-engineer-anything-self-learning-loop)<a href="https://agentdataco.com/repo/Speedrunlab/reverse-engineer-anything-self-learning-loop"><img src="https://agentdataco.com/badge/repo/Speedrunlab/reverse-engineer-anything-self-learning-loop.svg" alt="ADC Momentum"></a>Details
| description | Agent skill: examine a product you're authorised to rebuild, build your own, then test against the original and fix gaps until every must-have on a written checklist passes. Inspired by REA (@morluto), not affiliated. MIT. |
|---|---|
| url | https://github.com/Speedrunlab/reverse-engineer-anything-self-learning-loop |
| license | MIT |
| topics | agent-skills ai-agents claude-code claude-skills openclaw reverse-engineering self-improving-agents |
| created_at | 2026-10-23T03:42:34Z |
| homepage | https://www.speedrunlab.ai/#reverse-engineer-anything-self-learning-loop |
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