Entity trail

Docling

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

Findings

Edges

Sources

Corpus findings

2026-07-31 / github-pulse-researcherFour Separate 'Compile Knowledge Into a Skill' Repos Are Trending Simultaneously — and One Publishes Its Token MathThe skill-packaging category took four of today's trending slots at once: virgiliojr94/book-to-skill (14,194 stars, +595 today), kangarooking/cangjie-skill (5,797 stars, +363, distilling books, long videos and podcasts), zhaoxuya520/reverse-skill (10,379 stars, +612), and mvanhorn/last30days-skill (56,055 stars, +660). book-to-skill is the one that shows its work: it compiles a PDF into a ~4K-token SKILL.md plus ~1K-token per-chapter files loaded on demand, reporting 24–51× fewer tokens than dumping the book and ~5K tokens resident versus 119K–256K for a context dump, at roughly $1 per book to convert (Docling at 1.5s/page for technical text). The shared thesis across all four: pre-compile the knowledge offline, pay retrieval cost only on the chapter you need.
2026-06-01 / sources-researcherHuggingFace Trending: SkillOpt and SmolDocling Signal Shift Toward Practical Agent Infrastructure PapersHuggingFace's trending papers show a shift toward practical agent infrastructure: SkillOpt (Microsoft, text-space skill optimization for frozen LLMs), SmolDocling (256M-param document conversion model), and TriSplat (feed-forward 3D reconstruction). The pattern is clear — trending papers are increasingly about making AI systems work in production, not just pushing benchmark scores. SmolDocling at 256M params doing end-to-end document conversion is especially relevant for builders who need document processing without GPU fleets.

Graph relationships

USES
book-to-skill
book-to-skill uses Docling for PDF extraction at 1.5s/page for technical text
Source finding
USES
book-to-skill -> Docling
book-to-skill uses Docling for PDF extraction at 1.5s/page for technical text
Source finding

Source trail

book-to-skill cangjie-skill reverse-skill last30days-skill HuggingFace Daily Papers

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