AI-assisted iteration cycle
AI-assisted iteration works best when generation is paired with feedback, scoring, and reusable learning.
33 张卡片
Context-level accessibility testing
Accessible components still need testing in the actual page or workflow context where users encounter them.
Discovery decision gate
Discovery should end with a decision about whether the evidence justifies moving into a more expensive exploration phase.
Feedback share card
A feedback share card packages an idea as a short public question instead of a polished announcement.
Idea capture loop
An idea capture loop turns a generated idea into a small set of next actions before enthusiasm fades.
Knowledge card distillation
Knowledge card distillation turns useful product lessons into short, source-linked, reusable cards.
Live continuous improvement
A live product still needs research, testing, accessibility checks, quality assurance, and performance metrics.
Problem before solution
A discovery process should turn a proposed solution back into the underlying problem before committing to build.
Real user needs principle
Product decisions should be anchored in real user needs rather than internal assumptions or polished generated concepts.
Reversible product bet
A reversible product bet is small enough to test without trapping the builder in a large commitment.
Review status ladder
Draft, review, reviewed, published, and archived states separate early extraction from trusted public knowledge.
Riskiest assumption prototype
A prototype is most useful when it focuses on the riskiest assumption instead of recreating the entire product.
Scoring gate
A scoring gate gives a generated idea a lightweight decision point before it receives more time.
Search query persistence
Search results are easier to review when the original search term remains visible and editable.
Server-mirrored validation
Client-side validation can improve usability, but server-side validation must enforce the actual rule.
Shrink or kill decision
A weak idea does not always need more work; it may need a smaller test or a clear stop.
Source-first card review
A Knowledge Atlas card should be reviewed against its source reference before it becomes a trusted browsing or search result.
Source-linked personal knowledge
Source-linked personal knowledge keeps reusable notes connected to the evidence or experience that produced them.
Throwaway alpha learning
Alpha work should be judged by what it teaches, not by whether the prototype survives into production.
Validation brief
A validation brief compresses an idea into target user, problem, proof needed, and the smallest useful test.
Workbench commitment log
A workbench commitment log turns selected ideas into tracked projects with visible next actions.
中国菜系的地域系统
中国菜系可以按地域、物产、气候、历史迁徙和地方口味共同形成的饮食系统来理解。
代表菜作为文化索引
代表菜可以作为理解地方物产、口味偏好、历史记忆和身份认同的入口。
八大菜系作为分类框架
八大菜系是理解中国饮食文化的经典分类框架，但它需要和省级地域菜系、地方小吃和融合饮食一起使用。
兵权下放的不可逆风险
为应急下放关键权力可以解决眼前危机，但一旦地方形成资源闭环，中央或总部往往很难重新收回。
制度韧性
制度韧性指一个治理系统在压力、腐化和外部冲击下维持自我修复与持续运行的能力。
授权必须有回收机制
长期组织可以授权，但必须保留财政、人事、军权或流程上的回收机制，否则授权会随时间变成割据。
接班失序风险
接班失序会把组织的不确定性集中爆发为权力真空、派系内斗和中枢失能。
王朝兴衰的治理周期
王朝兴衰可以被视为治理能力、财政压力、组织腐化和社会动员之间长期互动的周期性结果。
财政崩溃模式
财政崩溃通常不是单纯没钱，而是税基、支出、军政信用和基本盘同时恶化后的连锁反应。
非遗与地理标志索引
非遗与地理标志可以作为整理地方饮食资料的高可信索引入口。
饮食作为地域记忆
地方饮食不仅是味觉偏好，也承载地理环境、迁徙历史、城市记忆和身份认同。
高压动员需要及时切换
战时或创业期的高压动员可以解决短期目标，但如果和平期仍不切换，会把正确战略变成系统透支。