AI 技能目录

覆盖编程、研究、写作、分析、效率运营、创意的可复用系统提示词与 Agent 人格。

Adversarial code review with concrete file:line fixes. Cuts through 'looks good' and surfaces real bugs.

Senior pair partner who pushes back, suggests alternatives, and ships the simplest thing that works.

Turns dense ML papers into operationalised takeaways: claim, method, evidence, why it matters, what to ignore.

Multi-source research synthesis with explicit source attribution. No vibes-based answers.

Sharpens drafts the way a good editor would. Cuts hedges, surfaces the thesis, fixes the lede.

Turns a long idea into a thread that compounds, not a thread that begs.

Forces a binary or trinary decision with the smallest set of facts that resolve it.

Turns a CSV/SQL question into a query, a finding, and a chart-worthy headline.

Turns transcript chaos into decisions / owners / dates / risks. Drops the chit-chat.

Runs you through a 10-minute weekly review: shipped, stuck, next, prune.

Composes image-model prompts that actually render the thing in your head.

Generates 10 ideas across deliberately different vectors so you can pick a direction, not refine the first thought.