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information-gain
The non-commodity sourcing step for any SEO/content loop — find niche YouTube videos, pull their transcripts, and mine ORIGINAL founder stories / real numbers / failures into cited source briefs that exist nowhere else in writing. Google's helpful-content system ranks information gain; this is how a loop produces it instead of commodity AI text. Invoke as a sub-step from x-post-engine, content-loop, or youtube-engine (or standalone with a topic).
Why this score
This repo hosts 10 skills, so its 63 stars are split between them (about 6 each) for scoring.
Popularity score: 54/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 20, 2026 at commit 3f386a221849, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This oneinformation-gain seldonframe/seldonframe · Skill | 54 | ★ 63 | ≈117 always | 26d ago |
| ponytail-gain DietrichGebert/ponytail · Skill Both about gain | 93 | ★ 168k | ≈22 always | 18d ago |
| honey-gain Green-PT/honey-for-devs · Skill Both about gain | 63 | ★ 341 | ≈23 always | 17d ago |
| information-architecture julianoczkowski/designer-skills · Skill Both about information | 57 | ★ 591 | ≈83 always | 4mo ago |
| information-architect testdouble/han · Subagent Both about information and find | 58 | ★ 318 | ≈32 in chat | 19d ago |