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

proactive-memory-judgment

GitHub

定义人物记忆主动判断的语义门控流程,涵盖资格、证据、时机、授权及降档处理。用于在F276提案、延期或弃权间做出决策,确保仅对合格线索进行干预,禁止静默写入。

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

Trigger Scenarios

判断是否应将人物线索转化为记忆提案 评估已有记忆的更新或纠正需求 决定对模糊人物信息的降级处理策略

Install

npx skills add zts212653/clowder-ai --skill proactive-memory-judgment -g -y
More Options

Non-standard path

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

Use without installing

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 rejectable F276 proposal, one content-free known-person deferred receipt, or one enum-only abstention",
    "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": "Use when 人物线索需在 F276 即时提案、known-person defer、abstention 间判断。Not for 裸人名、taste、后台扫描或 workspace alias。Output: 可拒绝 proposal、无正文 receipt 或 abstention;永不静默物化。",
    "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;若本轮已形成 opportunity exposure,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 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。人物已登记不等于没有 新关系/互动:若当前任务适合,立即提完整 delta 卡;若提卡会打断主任务且 exact owner sources 已经明确,调用 cat_cafe_defer_person_memory_delta,只传 subject、source coordinates 与稳定 clientRequestId。defer 不存正文,daily clerk 也不会扫描对话,只会把 exact refs 转回普通审批卡。

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。defer 是“证据足、人物已登记、只是当前不宜打断”,不是 证据不足的垃圾桶。确认不应 proposal/defer 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
当前时机不自然且不是可安全 defer 的 known-person delta,或本轮已有卡 bad_timing
需要的授权不存在 authorization_boundary
已有 pending,或当前内容只重复既有人物事实、没有新 delta 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。

defer 调用只接受路由坐标,不接受私密正文:

cat_cafe_defer_person_memory_delta({
  subject,
  sources: [{ kind: "message", messageId }],
  clientRequestId
})

附件/ASR 未绑定 owner 的明确准确性确认时,不得产生 interaction fact。可以得到 awaiting_confirmation receipt,但它不会进入 daily queue;不得把这当成已提案或已写入。

Common Mistakes

  • 人物已登记 → 仍可能有新的 relationship/interaction delta;不要继续整类 suppression。
  • 主任务正忙 → exact known-person delta 用 defer;不要把本应稍后提卡的机会洗成 bad_timing
  • 纠正错字 → 原子替换完整人物卡;不要把“这次纠错”新增成 interaction event。
  • receipt 已产生 proposal → 后续删除走 exact proposal lifecycle;不要只删 receipt 冒充事实已忘记。

出口

  • 五门通过且时机自然 → 用 cat_cafe_propose_person_memory,保留 typed evidence 与 approval-first 边界。
  • 已登记人物 + exact sources + 当前不宜打断 → 用一次 cat_cafe_defer_person_memory_delta
  • opportunity exposure 已发生但不应 proposal/defer → 用一次 enum-only abstention。
  • 没有 exposure、只是普通裸人名 → 正常回答,不制造 opportunity receipt。

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。

Version History

  • 4155d65 Current 2026-08-13 09:28

    细化时机判断逻辑,明确defer仅用于已登记人物的精确来源场景;规范abstention调用参数限制;增加附件/ASR未绑定确认时的处理约束。

  • f30e20c 2026-08-05 06:06

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Indexed
2026-08-05 06:06

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