完成认知显影1.0.0
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artifact_type: model-card
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model_id: cognitive-imaging
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model_name: 认知显影
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aliases:
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- Cognitive Imaging
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- 认知显影术
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- 大脑暗房
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author: Wantsong
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version: 1.0.0
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created: 2026-06-01
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updated: 2026-06-01
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status: active
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model_type:
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- intermediate
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- workflow-model
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layer:
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- L2
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- L4
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- L5
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source_material:
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- workbench/raw/2026-01-06-the-darkroom-of-brain.md
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- workbench/raw/认知显影者1.1.md
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related_lite_prompts:
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- agents/lite/cognitive-imaging-practitioner.prompt.md
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related_agents: []
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related_skills: []
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related_runtimes: []
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---
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# 认知显影 / Cognitive Imaging
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## Model Name
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认知显影。
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## Aliases
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```text
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Cognitive Imaging
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认知显影术
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大脑暗房
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```
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## Source Material
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```text
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primary_article: workbench/raw/2026-01-06-the-darkroom-of-brain.md
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legacy_agent: workbench/raw/认知显影者1.1.md
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active_lite: agents/lite/cognitive-imaging-practitioner.prompt.md
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```
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## Model Type
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```text
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intermediate
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workflow-model
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output / evaluation lens
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```
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认知显影既是一个解释洞察力生成机制的中层认知模型，也是一个可执行的分析流程。它可以被 Agent 内化为文章、观点、提纲或复杂现象的深度审查方法，但模型本身不等同于 Agent 角色。
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## Core Problem
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认知系统会为了降低能耗、维持低自由能和快速闭合，将复杂现实压缩成熟悉、平滑、低分辨率的解释。认知显影要处理的问题是：
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```text
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如何在不被常识、情绪奖赏、流行解释和漂亮隐喻提前闭合的情况下，
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保留预测误差，悬置先验，引入正交模型，并把复杂现象显影为可证伪的结构洞察。
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```
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## Scope
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适用场景：
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```text
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- 文章正文、文章提纲、观点草稿的结构审查
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- 复杂社会、商业、技术现象的底层机制分析
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- 对反常识判断、强隐喻文本和跨学科解释的压力测试
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- 在写作或建模前识别预测误差、伪因果和过度压缩
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```
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不适用场景：
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```text
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- 普通事实问答
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- 轻量总结或润色
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- 只需要情绪支持的对话
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- 数据极低、噪声极高且无法补充底片的判断
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- 要求立即执行、没有暗房时间的高频操作任务
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```
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## Core Assumptions
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```text
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1. 洞察通常起源于预测误差，而不是顺滑的常识解释。
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2. 大脑倾向于用先验快速降噪，这有生存价值，但会遮蔽结构性异常。
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3. 单一学科或单一隐喻容易产生共线性解释，需要正交模型制造干涉。
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4. 解释必须经受反事实或干预测试，否则只是相关性叙事。
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5. 极简生成元有价值，但过度压缩会制造数字伪影、阴谋论或物理学沙文主义。
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6. 非标准认知不自动等于高质量认知；它必须可解释、可交付、可被现实压力测试。
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```
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## Mechanism
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认知显影把洞察力看成一组反节能但可校验的认知操作：
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```text
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预测误差捕捉
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→ 先验悬置
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→ 正交滤镜放大
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→ 因果干预曝光
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→ 生成元压缩
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→ 禁止线校验
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```
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核心机制不是“找到一个更漂亮的解释”，而是让异常数据在不同模型下反复曝光，剔除伪相关、修辞伪影和过度拟合，直到剩下一个仍能解释输入材料的最小结构。
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## Procedure
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### 1. 捕捉 / Capture
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识别文本或现象中的预测误差：
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```text
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- 哪个事实破坏了常识预期？
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- 哪个冲突被流行解释平滑掉了？
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- 哪些材料应该保留为 RAW 底片，而不是被 JPEG 直出？
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```
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### 2. 暗房 / The Darkroom
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悬置旧先验、情绪闭合和廉价解释：
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```text
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- 暂缓判断
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- 压低先验权重
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- 忍受认知失调
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- 防止过早转译为熟悉叙事
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```
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### 3. 放大 / The Enlarger
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引入正交模型进行多重曝光：
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```text
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- 跨学科滤镜必须解释同一张底片的不同结构层
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- 滤镜应减少共线性，而不是堆砌术语
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- 隐喻只有在承载机制时才有效
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```
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### 4. 曝光 / Exposure
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对候选生成元做干预测试：
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```text
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- 如果 do(x) 改变，结果是否随之改变？
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- 当前变量是否真的是可干预节点？
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- 是否混入了混杂因子？
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- 该解释是结构性生成元，还是解释性滤镜？
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```
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### 5. 显影 / Development
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把可通过测试的结构压缩为可复用洞察：
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```text
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- 输出核心算法
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- 标注作用域
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- 标注失效边界
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- 标注禁止线
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- 保留未解释的高频信号
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```
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## Inputs
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```text
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- 一句话观点
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- 文章提纲
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- 文章正文
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- 复杂现象描述
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- 用户提供的案例、数据或检索片段
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- 需要评审的模型、判断或因果链
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```
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## Outputs
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标准输出通常包括：
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```text
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1. 总体评估
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2. 过程分析
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- 捕捉
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- 暗房
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- 放大
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- 曝光
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- 显影
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3. 结构压力测试
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4. 结论与后续步骤
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```
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输出应保持中文、严厉、冷峻、可证伪，不为了安慰用户而削弱问题诊断。
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## Failure Modes
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```text
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1. 把所有噪点都当成深层结构线索，导致认知过载。
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2. 把漂亮隐喻误认为可干预的因果生成元。
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3. 把正交模型堆叠变成术语表演。
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4. 把反常识本身当成真理背书。
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5. 用极简代码过度压缩复杂适应系统。
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6. 忽略时间常数、算力限制、领域采样质量和现实交付约束。
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7. 把低质量非标准认知误判为洞察力。
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8. 在批判情绪奖赏后，又制造新的高级情绪闭合。
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```
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## Falsification Boundary
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认知显影在以下情况下应被判定为失效或需要降级：
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```text
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- RAW 数据无法通过补充材料提升信噪比。
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- 候选生成元无法通过反事实或干预测试。
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- 所谓正交滤镜不能产生新的可检验预测。
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- 输出只制造解释快感，不能定位变量、边界或行动含义。
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- 模型压缩后无法反向解释原始材料中的关键异常。
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- 分析需要立即行动，但流程无法在决策窗口内完成。
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```
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## Related Models
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当前作为概念依赖或相邻模型记录：
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```text
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- prediction-error
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- free-energy-principle
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- algorithmic-compression
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- causal-intervention
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- complex-adaptive-systems
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- orthogonal-modeling
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```
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这些依赖目前多为概念级关系，不代表都已经在 CCPE System 中形成独立 Model Card。
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## Related Agents
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```text
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active_lite:
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- agents/lite/cognitive-imaging-practitioner.prompt.md
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possible_future_agent_spec:
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- cognitive-imaging-practitioner.agent.md
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```
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当前不创建正式 Agent Spec。只有当认知显影者进入稳定委员会、需要交接协议、权限边界和协作契约时，再升级为 CCPE-Agent。
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## Related Skills
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```text
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active_skills: []
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possible_future_skills:
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- cognitive-imaging.skill.md
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- prediction-error-capture.skill.md
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- causal-exposure-test.skill.md
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```
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当前不创建 Skill。只有当 Codex 需要自动调用“认知显影”方法，或多个 Agent 需要复用同一执行过程时，再抽成 CCPE-Skill。
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## Runtime Usage
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```text
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active_runtimes: []
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possible_future_runtime_usage:
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- article-review-committee.runtime.md
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- modeling-committee.runtime.md
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```
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当前不创建 Runtime。文章评审委员会应等其他评审 Agent 升级后统一设计。
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## Version Status
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```text
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version: 1.0.0
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status: active
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release_type: first canonical model release
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internal_history:
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- extracted from original 认知显影者 1.1
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- refined through Lite 1.1.0 and 1.1.1 draft testing
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- promoted as active Model Card after user confirmation
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```
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@ -171,7 +171,7 @@ mode: Model Mining Mode
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| Model ID | Model Name | Type | Confidence | Status | Proposed Path | Notes |
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| ----------------- | ------------------------- | ---------------------------- | ---------- | --------- | --------------------------------------------------- | -------------------------------------------------------------------------------------------------- |
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| cognitive-imaging | 认知显影术 / Cognitive Imaging | intermediate; workflow-model | high | draft | model-cards/intermediate/cognitive-imaging-model.md | Model content partially provided in Cognitive Imaging Specialist example. Needs formal Model Card. |
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| cognitive-imaging | 认知显影 / Cognitive Imaging | intermediate; workflow-model | high | active | model-cards/intermediate/cognitive-imaging-model.md | Promoted after source review, Lite regression tests, and user confirmation. |
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| giant-cognition | 巨人认知 / Giant Cognition | intermediate | medium | candidate | TBD | Mentioned as an existing model-backed agent. Source material needed. |
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| cognitive-prism | 认知棱镜 / Cognitive Prism | intermediate; applied | medium | candidate | TBD | Mentioned as an existing review model. Source material needed. |
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@ -195,7 +195,7 @@ mode: Model Mining Mode
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### Agent Conversion Candidates
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```text
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- cognitive-imaging-specialist.agent.md
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- cognitive-imaging-practitioner.agent.md (deferred)
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- review-committee-chair.agent.md
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```
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Then run Model Mining Mode on source articles for Giant Cognition and Cognitive Prism.
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```
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## 2026-06-01 — 认知显影 Model Card Promotion
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### Source
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```text
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title: 大脑暗房：关于洞察力的显影术; 认知显影者1.1
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path: workbench/raw/2026-01-06-the-darkroom-of-brain.md; workbench/raw/认知显影者1.1.md
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author: Wantsong
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source_type: article; legacy agent prompt
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date_written: 2026-01-06; unknown
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```
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### Extraction Context
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```text
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reason_for_extraction: Promote the stable embedded cognitive model behind 认知显影者 Lite into a canonical Model Card and update the active Model Index.
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requested_by: Wantsong
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extractor: CCPE Forge
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mode: Model Mining Mode
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```
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### Extracted Models
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| Model ID | Model Name | Type | Confidence | Status | Proposed Path | Notes |
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| -------- | ---------- | ---- | ---------- | ------ | ------------- | ----- |
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| cognitive-imaging | 认知显影 / Cognitive Imaging | intermediate; workflow-model | high | active | model-cards/intermediate/cognitive-imaging-model.md | Stable named model. Active Lite prompt exists at agents/lite/cognitive-imaging-practitioner.prompt.md. |
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### Non-Model Ideas
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```text
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- 认知显影者 as a Web-style expert prompt.
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- Article review committee as a future orchestration pattern.
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- Scenario probe as a CCPE classification prerequisite.
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```
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### Skill Conversion Candidates
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```text
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- cognitive-imaging.skill.md
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- prediction-error-capture.skill.md
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- causal-exposure-test.skill.md
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```
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Skill conversion is deferred. It should happen only if Codex automatic invocation or cross-agent method reuse becomes necessary.
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### Agent Conversion Candidates
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```text
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- cognitive-imaging-practitioner.agent.md
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```
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Agent conversion is deferred. The active production artifact is currently the Lite prompt.
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### Runtime Usage Candidates
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```text
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- article-review-committee.runtime.md
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- modeling-committee.runtime.md
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```
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Runtime design is deferred until the other review or modeling agents are upgraded.
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### Open Questions
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```text
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1. Should prediction-error-capture become a separate Skill later?
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2. Should causal-exposure-test be generalized as a reusable evaluation Skill?
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3. Which future committee should first consume 认知显影 as a formal Agent node?
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```
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### Next Action
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```text
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Keep 认知显影 active as Model Card + Lite Prompt.
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Do not create Skill, Agent Spec, or Runtime until scenario demand appears.
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```
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## 6. Maintenance Rules
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When a new extraction is performed:
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|
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@ -68,29 +68,30 @@ Use this format for each model:
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#### Parent Models
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Potential parent models:
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Conceptual parent models:
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```text
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prediction-error
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free-energy-principle
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algorithmic-compression
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causal-intervention
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complex-adaptive-systems
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anti-entropy-insight
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orthogonal-modeling
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```
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|
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Status:
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```text
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candidate relationships; needs review
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active model relationship; conceptual dependencies are not all standalone Model Cards yet
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```
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#### Child Models / Derived Models
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Potential child or derived models:
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Potential child or derived procedures:
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```text
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prediction-error-capture
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darkroom-epoché
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darkroom-suspension
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multi-filter-enlarger
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do-operator-test
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conspiracy-breaker-check
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|
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@ -100,7 +101,7 @@ cognitive-development-report
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Status:
|
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```text
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candidate relationships; some may be Skills rather than Models
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candidate procedures; most should become Skills only if Codex invocation or cross-agent reuse is needed
|
||||
```
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#### Prerequisites
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||||
|
|
@ -149,8 +150,9 @@ TBD
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|||
|
||||
```text
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||||
cognitive-imaging.skill.md
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cognitive-imaging-specialist.agent.md
|
||||
review-committee.runtime.md
|
||||
model-cards/intermediate/cognitive-imaging-model.md
|
||||
agents/lite/cognitive-imaging-practitioner.prompt.md
|
||||
article-review-committee.runtime.md (future candidate)
|
||||
```
|
||||
|
||||
#### Tensions
|
||||
|
|
@ -167,7 +169,9 @@ May over-privilege anti-intuitive conclusions.
|
|||
|
||||
Cognitive Imaging appears to function both as an intermediate model and as a workflow model.
|
||||
|
||||
It should likely produce both a Model Card and a Skill.
|
||||
It now has an active Model Card and an active CCPE-Lite prompt.
|
||||
|
||||
Skill, Agent Spec, and Runtime expansion is deferred until scenario demand is confirmed.
|
||||
|
||||
### giant-cognition
|
||||
|
||||
|
|
|
|||
|
|
@ -95,7 +95,7 @@ L5: Output / Evaluation Lens
|
|||
|
||||
| Model ID | Model Name | Type | Layer | Status | Canonical Path | Source | Related Agents | Related Skills | Review Status |
|
||||
| ----------------- | ------------------------- | ---------------------------- | ------ | --------- | --------------------------------------------------- | ------ | ---------------------------- | ----------------- | ----------------------- |
|
||||
| cognitive-imaging | 认知显影术 / Cognitive Imaging | intermediate; workflow-model | L2; L4 | draft | model-cards/intermediate/cognitive-imaging-model.md | TBD | cognitive-imaging-specialist | cognitive-imaging | needs-user-confirmation |
|
||||
| cognitive-imaging | 认知显影 / Cognitive Imaging | intermediate; workflow-model | L2; L4; L5 | active | model-cards/intermediate/cognitive-imaging-model.md | workbench/raw/2026-01-06-the-darkroom-of-brain.md; workbench/raw/认知显影者1.1.md | cognitive-imaging-practitioner-lite | TBD | reviewed |
|
||||
| giant-cognition | 巨人认知 / Giant Cognition | intermediate | L2 | candidate | TBD | TBD | TBD | TBD | needs-source-check |
|
||||
| cognitive-prism | 认知棱镜 / Cognitive Prism | intermediate; applied | L2; L3 | candidate | TBD | TBD | TBD | TBD | needs-source-check |
|
||||
|
||||
|
|
@ -113,7 +113,7 @@ Move confirmed active models here after user approval.
|
|||
|
||||
| Model ID | Model Name | Canonical Path | Primary Usage | Notes |
|
||||
| -------- | ---------- | -------------- | ------------- | ----- |
|
||||
| TBD | TBD | TBD | TBD | TBD |
|
||||
| cognitive-imaging | 认知显影 / Cognitive Imaging | model-cards/intermediate/cognitive-imaging-model.md | Web-style expert review; article critique; cognitive model pressure testing | Active Lite: agents/lite/cognitive-imaging-practitioner.prompt.md |
|
||||
|
||||
## 9. Deprecated / Merged Models
|
||||
|
||||
|
|
|
|||
|
|
@ -91,7 +91,7 @@ It can be used by several Agents.
|
|||
### 4.3 Initial Examples
|
||||
|
||||
```text
|
||||
认知显影术 / Cognitive Imaging
|
||||
认知显影 / Cognitive Imaging
|
||||
巨人认知 / Giant Cognition
|
||||
认知棱镜 / Cognitive Prism
|
||||
```
|
||||
|
|
@ -302,7 +302,7 @@ Should it remain candidate?
|
|||
|
||||
| Model ID | Model Name | Primary Category | Layer | Notes |
|
||||
| ----------------- | ------------------------- | ---------------------- | ------ | ---------------------------- |
|
||||
| cognitive-imaging | 认知显影术 / Cognitive Imaging | Intermediate; Workflow | L2; L4 | Needs full Model Card review |
|
||||
| cognitive-imaging | 认知显影 / Cognitive Imaging | Intermediate; Workflow; Evaluation Lens | L2; L4; L5 | Active Model Card; active Lite prompt |
|
||||
| giant-cognition | 巨人认知 / Giant Cognition | Intermediate | L2 | Candidate |
|
||||
| cognitive-prism | 认知棱镜 / Cognitive Prism | Intermediate; Applied | L2; L3 | Candidate |
|
||||
|
||||
|
|
|
|||
|
|
@ -66,79 +66,67 @@ Use this format:
|
|||
|
||||
### Model Name
|
||||
|
||||
认知显影术 / Cognitive Imaging
|
||||
认知显影 / Cognitive Imaging
|
||||
|
||||
### Status
|
||||
|
||||
```text
|
||||
draft
|
||||
active
|
||||
```
|
||||
|
||||
### Prompt Cards
|
||||
|
||||
Potential:
|
||||
|
||||
```text
|
||||
agents/lite/cognitive-imaging-specialist.prompt.md
|
||||
agents/lite/cognitive-imaging-practitioner.prompt.md
|
||||
```
|
||||
|
||||
### Agents
|
||||
|
||||
Potential:
|
||||
|
||||
```text
|
||||
agents/agent-specs/cognitive-imaging-specialist.agent.md
|
||||
TBD
|
||||
```
|
||||
|
||||
### Skills
|
||||
|
||||
Potential:
|
||||
|
||||
```text
|
||||
skills/cognitive/cognitive-imaging.skill.md
|
||||
skills/cognitive/prediction-error-capture.skill.md
|
||||
skills/cognitive/do-operator-test.skill.md
|
||||
TBD
|
||||
```
|
||||
|
||||
### Runtimes
|
||||
|
||||
Potential:
|
||||
|
||||
```text
|
||||
runtimes/hybrid/review-committee.runtime.md
|
||||
runtimes/interactive/modeling-committee.runtime.md
|
||||
TBD
|
||||
```
|
||||
|
||||
### Committees
|
||||
|
||||
Potential:
|
||||
|
||||
```text
|
||||
Review Committee
|
||||
Modeling Committee
|
||||
Article Review Committee (future candidate)
|
||||
Modeling Committee (future candidate)
|
||||
```
|
||||
|
||||
### Knowledge Workflows
|
||||
|
||||
Potential:
|
||||
|
||||
```text
|
||||
article-review-workflow
|
||||
model-mining-workflow
|
||||
cognitive-model-pressure-test
|
||||
```
|
||||
|
||||
### Notes
|
||||
|
||||
Currently known as a self-contained model embedded in the Cognitive Imaging Specialist Agent.
|
||||
|
||||
Recommended future structure:
|
||||
Currently active as:
|
||||
|
||||
```text
|
||||
Model Card
|
||||
+ Cognitive Skill
|
||||
+ Agent Spec
|
||||
+ optional Lite Prompt
|
||||
+ optional Review Committee Runtime node
|
||||
model-cards/intermediate/cognitive-imaging-model.md
|
||||
agents/lite/cognitive-imaging-practitioner.prompt.md
|
||||
```
|
||||
|
||||
Deferred future structure, only if scenario requires it:
|
||||
|
||||
```text
|
||||
CCPE-Skill for Codex invocation
|
||||
CCPE-Agent for stable committee membership
|
||||
CCPE-Runtime node for article review committee orchestration
|
||||
```
|
||||
|
||||
## giant-cognition
|
||||
|
|
|
|||
Loading…
Reference in New Issue