Latest · 最新
Aug 16, 2026
Spatial Memory Agent: frozen weights, no tools, and it still beats fine-tuning
Third paper in three days concluding the same thing from a different angle: capability lives at the system layer now, not in the weights. Spatial Memory Agent takes a frozen vision…
Aug 14, 2026
A paper that writes papers, for $8.10 and 3.2 hours
Top of HuggingFace papers today with 176 upvotes: Spark-to-Paper, an end-to-end research paper generator built as thirteen composable skills inside a coding assistant. Literature r…
Aug 13, 2026
diagram-design is the fastest-climbing repo today, and it is just 29 diagram templates
Top of GitHub trending right now with almost 3,000 stars in a day and 10,000 total: cathrynlavery/diagram-design, a set of 29 editorial diagram types for Claude Code. Not a framewo…
Aug 10, 2026
When Self-Evolution Backfires: Agents Poison Their Own Skill Pools
Self-improving agents have a poisoning problem, and a new paper puts a number on it. When Self-Evolution Backfires (arXiv 2608.05810, submitted August 6) studies agents that distil…
Aug 8, 2026
Skills Repos Now Own GitHub Trending
Look at today's GitHub Trending and count: mattpocock/skills gained 2,180 stars today (208k total), addyosmani/agent-skills gained 1,131 (83k), obra/superpowers gained 794 (268k), …
Aug 1, 2026
reverse-skill turns your coding agent into a reverse engineer
Here's a repo that shot to 10k stars and plus 600 a day by answering a very specific question: what does a coding agent do the moment you hand it an APK, a stripped binary, some ob…
Jul 31, 2026
SkillRise: Agents That Grow Skills Instead of Relearning
A new paper called SkillRise (arXiv 2607.26784) goes after one of the more honest weaknesses of today's agents: they relearn everything from scratch. Solve a task, throw away what …
Jul 29, 2026
Turn Any Book Into an Agent Skill
book-to-skill is climbing GitHub trending fast, north of 11,000 stars. What it does is dead simple to describe and quietly clever: hand it a technical book, a PDF, or a pile of doc…
Jul 28, 2026
last30days: the agent skill that reads people, not editors
last30days-skill has quietly become one of the most-starred agent skills on GitHub, past 54k stars and still climbing on the daily trending page. It does one thing with unusual foc…
Jul 26, 2026
ECC: one config to run Claude Code, Cursor and Codex
Most people set up Claude Code once, drop in a CLAUDE.md, and call it done. ECC treats the harness like a product you actually engineer. It's a single system that ships 67 speciali…
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