macrothink
Compare original and translation side by side
🇺🇸
Original
English🇨🇳
Translation
ChineseStep back from the session's chosen path and ask several fresh reads what the current direction might be missing.
跳出会话已选择的路径,询问多个全新解读当前方向可能遗漏了什么。
Goal
目标
macrothinkThe product is a spread of independent reads. Divergence is the signal. Convergence is reassurance, never proof.
macrothink最终产出是一组独立的解读结果。分歧是核心信号,共识仅为定心丸,绝非定论。
Workflow
工作流程
This skill is not model-invoked automatically. When a user explicitly invokes it, the invoked run may create the bounded fresh sub-sessions below; they are read-only inputs to this pass, not separate authority to change the plan.
- Name the current direction: the decision the session is about to keep building on.
- Strip the prompt to the underlying problem: goal, constraints, and known facts. Remove the session's own examples, suggested answer, preferred naming, and framing-specific wording.
- Fan out independent fresh reads of that stripped restatement: 2 to 5, default 3. Same model is allowed because this pass does not claim cross-model verification.
- Collect each read without correcting it toward the session's current direction.
- Classify each read against the current direction:
- : challenges a premise the direction depends on.
divergent-incompatible - : adds or reframes something useful without discarding the direction.
divergent-compatible - : independently lands near the current direction.
convergent
- Cluster before reporting: when several reads diverge in the same direction, name the shared root they point at — the pattern behind the divergences is the finding, and the individual reads sit under it as evidence. Do not report five specifics that are one gap seen five times.
- Report first, then
divergent-incompatible, thendivergent-compatible. Label convergence as reassurance only.convergent - Return control to the main session. This skill is read-only and advisory; it does not rewrite the plan or pick the final answer.
该技能不会由模型自动触发。当用户明确触发它时,本次触发运行可能会创建以下受限的全新子会话;这些子会话仅作为本次检查流程的只读输入,不具备修改计划的独立权限。
- 明确当前方向:即会话即将继续推进的决策内容。
- 剥离提示语至核心问题:保留目标、约束条件和已知事实,移除会话自身的示例、建议答案、偏好命名及特定框架的措辞。
- 生成核心问题重述内容的独立全新解读:2到5次,默认3次。允许使用同一模型,因为本次流程并非跨模型验证。
- 收集每个解读结果,不向会话当前方向修正内容。
- 将每个解读结果与当前方向进行分类:
- :挑战当前方向所依赖的前提假设。
divergent-incompatible - :在不否定当前方向的前提下,补充或重构有用信息。
divergent-compatible - :独立得出与当前方向相近的结论。
convergent
- 报告前先聚类:当多个解读结果朝同一方向分歧时,指出它们指向的共同根源——分歧背后的模式才是发现,单个解读结果作为该模式下的证据。不要将同一个缺口的五种表现拆分成五个独立细节进行报告。
- 按以下顺序报告:先,再
divergent-incompatible,最后divergent-compatible。仅将共识标注为定心丸。convergent - 将控制权交回主会话。该技能为只读且仅提供建议;不会重写计划或选择最终答案。
Rules
规则
- Divergence first. The most important output is the strongest finding, if any.
divergent-incompatible - Roots over instances. A spread of specific divergences that share one underlying gap is one finding, not many; naming the root is what makes the pass actionable beyond the cases the reads happened to hit.
- No majority vote or averaging. Do not pick a winner by count, smooth away disagreement, or present agreement as consensus.
- Same model is allowed. The pass looks for session-framing blind spots, not model-independent truth.
- User-invoked fan-out only. Do not trigger this skill automatically. If the user invokes it, bounded read-only fresh sub-sessions are allowed to produce the required reads.
- Not consensus verification. Do not say the direction is verified, proved, validated, or settled by same-model convergence.
- Convergence is reassurance, not proof. It means this pass did not surface a better angle; it does not certify correctness.
- Read-only / advisory. Surface candidates and risks; leave decisions and edits to the main workflow.
- 优先报告分歧:最重要的输出是最强烈的发现(如果存在)。
divergent-incompatible - 根源优先于实例:多个特定分歧若源于同一潜在缺口,则视为一个发现,而非多个;明确根源才能让本次流程在解读结果覆盖的案例之外具备可操作性。
- 不进行多数投票或平均处理:不要按数量选择“胜者”,不要抹平分歧,不要将一致意见表述为共识。
- 允许使用同一模型:本次流程旨在寻找会话框架的盲区,而非模型无关的真相。
- 仅由用户触发生成多份解读:不要自动触发该技能。若用户触发,允许创建受限的只读全新子会话以生成所需解读结果。
- 非共识验证:不要因同模型共识就称方向已被验证、证明、确认或敲定。
- 共识仅为定心丸,绝非定论:这意味着本次流程未发现更优角度,但不代表方向正确无误。
- 只读/仅提供建议:呈现候选方案和风险;将决策与编辑留至主工作流程。
Verification
验证
Before finishing, confirm:
- The restatement removed the session's bait while preserving real constraints.
- Every read was classified as ,
divergent-incompatible, ordivergent-compatible.convergent - Divergences sharing one root were reported as that root, with the individual reads as evidence under it.
- The report put divergent-incompatible findings first.
- Any convergence was described as reassurance, not proof.
- The report did not use consensus, majority, averaging, verified, or proved wording.
完成前,确认:
- 重述内容已移除会话中的诱导信息,同时保留了真实约束条件。
- 每个解读结果均已被归类为、
divergent-incompatible或divergent-compatible。convergent - 源于同一根源的分歧已作为该根源进行报告,单个解读结果作为其下的证据。
- 报告将发现放在首位。
divergent-incompatible - 所有共识均被描述为定心丸,而非定论。
- 报告未使用“共识”“多数”“平均”“验证”“证明”等措辞。