@xnjiang

Xin Jiang

@xnjiangJoined March 2026

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Xin Jiang's blogs

Qumge Buildsqumge.hashnode.dev6 posts

Switching clients or models should not mean rewriting your skills

Switching clients or models should not mean rewriting your skills The Thursday standup is where it happens. Fifteen minutes in, after the sprint board has been walked, your lead says the sentence you'

Oct 10 · 21 min readqumge.hashnode.dev

I published a SKILL.md and nobody installed it. Here's how to write one people actually keep.

I published a SKILL.md and nobody installed it. Here's how to write one people actually keep. Friday, 11:20 p.m. You've just finished the file. A release checklist you've retyped at the start of every

Oct 10 · 22 min readqumge.hashnode.dev

I picked the skill with more stars. Its repo had 46 skills tied for first place.

I picked the skill with more stars. Its repo had 46 skills tied for first place. Tuesday afternoon. Two skills, same job: turn a messy commit history into release notes. The first one lives in a repo

Oct 10 · 21 min readqumge.hashnode.dev

Five kinds of skills that earn their place in your agent

Five kinds of skills that earn their place in your agent The Monday morning standup is the moment it hits you. You're going around the room, and when it's your turn, you open your mouth to tell everyo

Oct 10 · 21 min readqumge.hashnode.dev

Audited on a skill means 30 regexes. It is not a guarantee

Audited on a skill means 30 regexes. It is not a guarantee It is 11:37 on a Tuesday night, and you are two tabs deep into a decision you should not be making this late: this skill or that one. The fir

Oct 10 · 21 min readqumge.hashnode.dev

Xin Jiang

About

Available for

Xin Jiang's blogs

Switching clients or models should not mean rewriting your skills

I published a SKILL.md and nobody installed it. Here's how to write one people actually keep.

I picked the skill with more stars. Its repo had 46 skills tied for first place.

Five kinds of skills that earn their place in your agent

Audited on a skill means 30 regexes. It is not a guarantee

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Xin Jiang

About

Available for

Xin Jiang's blogs

Switching clients or models should not mean rewriting your skills

I published a SKILL.md and nobody installed it. Here's how to write one people actually keep.

I picked the skill with more stars. Its repo had 46 skills tied for first place.

Five kinds of skills that earn their place in your agent

Audited on a skill means 30 regexes. It is not a guarantee