Agent Skillszts212653/clowder-ai › proactive-memory-judgment

proactive-memory-judgment

GitHub

定义主动记忆判断逻辑,通过五道门评估人物线索资格、证据、时机与授权,决定是否生成F276提案或记录枚举型弃权,防止静默写入。

cat-cafe-skills/proactive-memory-judgment/SKILL.md zts212653/clowder-ai

触发场景

判断是否将对话中的人物线索转化为持久记忆 评估单次出现的第三方人物信息是否符合记忆留存标准

安装

npx skills add zts212653/clowder-ai --skill proactive-memory-judgment -g -y
更多选项

非标准路径

npx skills add https://github.com/zts212653/clowder-ai/tree/main/cat-cafe-skills/proactive-memory-judgment -g -y

不安装直接使用

npx skills use zts212653/clowder-ai@proactive-memory-judgment

指定 Agent (Claude Code)

npx skills add zts212653/clowder-ai --skill proactive-memory-judgment -a claude-code -g -y

安装 repo 全部 skill

npx skills add zts212653/clowder-ai --all -g -y

预览 repo 内 skill

npx skills add zts212653/clowder-ai --list

SKILL.md

Frontmatter
{
    "name": "proactive-memory-judgment",
    "output": "One F276 proposal or one enum-only calibrated abstention receipt",
    "not_for": [
        "裸人名",
        "taste",
        "后台语料扫描",
        "重复即重要",
        "workspace alias 单独登记"
    ],
    "triggers": [
        "continuity-valued 人物线索",
        "proactive-memory-candidate",
        "人物记忆机会",
        "主动记忆判断",
        "person memory opportunity"
    ],
    "description": "单次 continuity-valued 人物线索或频率 nudge 的 F276 提案与 enum-only abstention 判断;禁止重复即重要、静默物化和私密正文记录。",
    "tips_exempt": "internal cat judgment policy; owner-facing behavior remains the existing F276 approval card"
}

Proactive Memory Judgment

这是一道语义判断门,不是词频分类器。单次合格线索足以进入判断,不要求重复;Phase A 频率 nudge 只说明“跨 thread 出现过”,不证明重要性,也不决定 memory lane。

五道门

按顺序判断;任一道不通过,都不要把不确定内容升级成更深的 intervention。

1. 甜甜圈资格

主体必须是可命名或可消歧的第三方人物,并且当轮至少出现一种 continuity value:

  • 稳定身份或 owner↔person 关系;
  • 对既有记忆的纠正;
  • 未来对话确实可能用到的事实;
  • 值得保留的重要互动或明确 owner assessment。

裸人名 / proper noun alone、taste、背景 corpus 扫描都不是机会。workspace name、handle 或 alias 只属于 Entity;若同一句同时包含 workspace alias 与 owner-private 事实,分别走 Entity 与 F276,分别审批。

2. 证据

使用 F282 typed source bundle 与 assertion role。只让证据支持它真正能证明的字段:

  • owner message 可支持 reported_factuser_assessment
  • third-party quote 保持 quoted_third_party,不得洗成 event fact;
  • agent inference 不得 materialize;
  • 时间、headline、duration 等 interaction fields 必须有对应 typed evidence。

证据不足时不猜、不补写 owner 没说过的话;记录 cat_cafe_record_proactive_memory_abstention({ reasonCode: "insufficient_owner_evidence" })

3. 时机

只在自然回复边界行动;同一轮至多一张 person-memory card。已有 pending/已登记候选时, 不要制造重复卡;需要纠正 pending 时按 F276 immutable replacement 契约提交完整新快照。

4. 授权

只能创建可拒绝的 F276 提案,不得静默物化或静默写入 canonical memory。owner 选择 exact items 后才 materialize;隐私、source scope 或权限不清时 fail closed。

5. 降档表达

不确定性越高,intervention 越浅。确认这是一次机会但决定不提案时,只记录一条 enum-only abstention,不写解释、原文、坐标或自定义 reason:

情形 reasonCode
没有 continuity value not_continuity_valued
owner 证据不足 insufficient_owner_evidence
当前时机不自然或本轮已有卡 bad_timing
需要的授权不存在 authorization_boundary
已登记或已有 pending already_registered_or_pending
privacy / source scope 不可确认 privacy_boundary

调用形式:

cat_cafe_record_proactive_memory_abstention({ reasonCode })

工具不接受 opportunityRef、owner、person、message 或 thread 坐标。若 proposal 工具失败, 只在重新判断后确实应该降档时记录准确的 abstention;不能把失败回执冒充成功提案。

出口

  • 五门通过 → 用既有 cat_cafe_propose_person_memory,保留 typed evidence 与 approval-first 边界。
  • 识别到机会但不提案 → 用一次 enum-only abstention。
  • 根本不是机会 → 正常回答,不调用 proposal 或 abstention。

禁止用 proposal 接受率、猫排名或“出现三次所以重要”作为判断依据。

版本历史

  • f30e20c 当前 2026-08-05 06:06

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元信息

文件数
0
版本
06263d9
Hash
633d49f2
收录时间
2026-08-05 06:06

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