Knowledge Base
Processed external intelligence. Not raw content. Filtered, synthesized, connected.
What This Is
This is not a bookmark folder. Every entry in the knowledge base has been captured, processed, and synthesized through the /capture pipeline. Raw URLs go in. Structured intelligence comes out.
The knowledge base holds processed content from TikTok, YouTube, Twitter, and GitHub repos. Each entry includes a summary, key takeaways, and a hype filter verdict that tells you whether it is worth acting on.
Folder Structure
Content is organized by source platform.
| Subfolder | Content Type |
|---|---|
| tiktok-favorites/ | TikTok video digests. Key points, creator info, actionability rating. |
| youtube-favorites/ | YouTube video digests. Summaries, timestamps, key takeaways. |
| twitter/ | Tweet digests. Thread summaries, quote context, source links. |
| repos/ | GitHub repo analyses. Monitored by Radar Scout for changes and signals. |
| INDEX.md | Master index of all captured content with links and verdicts. |
The Capture Pipeline
Every piece of external content goes through the same pipeline.
- You provide a URL as input
- The
/captureskill routes it to the right processor - Apify MCP extracts the raw content (video transcript, tweet text, repo data)
- The system synthesizes a digest and runs the hype filter
- Output is saved to the appropriate subfolder
- The creator gets tracked in
people/
The Hype Filter
Not everything you capture is worth acting on. The hype filter assigns one of three verdicts.
| Verdict | What It Means | What Happens Next |
|---|---|---|
| SKIP | Not actionable. Interesting but no clear next step. | Stored for reference only. No task created. |
| EVALUATE | Worth investigating further before committing. | A task is proposed to dig deeper and assess fit. |
| IMPLEMENT | Immediately actionable. Clear value, clear path. | A task is proposed with specific implementation steps. |
Creator Tracking
Every video and tweet has a creator. When content is captured, the creator gets a file in people/. This builds a network of thought leaders and sources the system learns from over time.
If you keep capturing great content from the same person, the system notices. That creator becomes a known signal source, and their future content gets weighted higher in the hype filter.