jevbooks

技巧图谱

十四种真正被用在生产里的 Jev 写法。某个 README 属于哪几种，也是 Jev 自己判的。

  1. 一个 state 多题平铺

    Many questions, one request

    138 个项目
    判定这条技巧的问题
    Does the text describe sending several independent questions about the same state in a single Jev request?
    不算
    One question per request, or questions spread over separate calls.

    查看全部 138 个 →

  2. 投机式头

    Speculative heads

    4 个项目
    判定这条技巧的问题
    Does the text describe asking questions for every possible branch up front and consuming only the ones matching the chosen branch?
    不算
    Asking follow-up questions only after the first answer arrives.

  3. 互不可见交叉题

    Independent cross-check

    7 个项目
    判定这条技巧的问题
    Does the text describe a second question that independently verifies the main answer, such as goal_done or stuck alongside the action choice?
    不算
    A single question, or verification done by code rather than by another question.

  4. 便宜宽筛再窄查

    Cheap screen, then deep check

    13 个项目
    判定这条技巧的问题
    Does the text describe a cheap broad Jev pass whose positives are then sent to a slower, more expensive stage such as an LLM or a detailed chain?
    不算
    A single-stage pipeline.

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  5. 概率分档

    Tiered thresholds

    27 个项目
    判定这条技巧的问题
    Does the text describe two or more probability cut-offs mapping to different actions, such as act / flag / clear or deny / ask / allow?
    不算
    A single yes-or-no threshold at 0.5.

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  6. 无判定区

    No-judgment band

    5 个项目
    判定这条技巧的问题
    Does the text describe treating probabilities near 0.5 as 'unknown' that neither pass nor fail?
    不算
    Reading 0.5 as a medium score.

  7. 双阈值防抖

    Enter / exit thresholds

    4 个项目
    判定这条技巧的问题
    Does the text describe different thresholds for entering and leaving a state, or feeding the previous decision back to prevent flip-flopping?
    不算
    A single static threshold.

  8. 决策即代码

    Decision as code

    13 个项目
    判定这条技巧的问题
    Does the text describe the final decision being computed in code from Jev probabilities, with weights, journals, or replay of logged answers?
    不算
    Acting directly on the raw model answer.

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  9. 失败模式旋钮

    Explicit fail-open / fail-closed

    22 个项目
    判定这条技巧的问题
    Does the text state what happens when Jev errors or times out: allow, deny, escalate, circuit breaker?
    不算
    No stated behaviour on error.

    查看全部 22 个 →

  10. 答案契约校验

    Answer contract validation

    5 个项目
    判定这条技巧的问题
    Does the text describe checking Jev's answer shape before acting, such as choice in candidates, probabilities summing to one, or discarding out-of-range values?
    不算
    Trusting the response as-is.

  11. 规则即问题

    Rules compiled into questions

    3 个项目
    判定这条技巧的问题
    Does the text describe natural-language rules or rubrics being turned into typed Jev questions, possibly compiled once by a larger model?
    不算
    Hand-written one-off questions.

  12. 代码枚举候选，模型只选序号

    Code enumerates, model picks

    11 个项目
    判定这条技巧的问题
    Does the text describe code listing the candidates such as DOM nodes, diff hunks, or files, and Jev choosing an index among them?
    不算
    Asking the model to produce a selector, coordinate, or free-text answer.

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  13. 只放要判的东西

    Minimal state

    8 个项目
    判定这条技巧的问题
    Does the text describe deliberately sending only the item under judgment, such as the last message or a single paragraph, rather than the whole history?
    不算
    Sending full transcripts or documents.

  14. 题目体检

    Question health measured

    23 个项目
    判定这条技巧的问题
    Does the text describe measuring the questions themselves: fire rate, Brier score, precision on historical samples, or an A/B against another model?
    不算
    Anecdotal claims of accuracy.

    查看全部 23 个 →