Agent Skills › vectorize-io/hindsight › memory-retain

memory-retain

GitHub

将任务结果、用户偏好或关键决策保存至长期记忆，供后续会话复用。

hindsight-integrations/grok-bot/skills/memory-retain/SKILL.md vectorize-io/hindsight

触发场景

任务完成时用户陈述事实或偏好时

安装

npx skills add vectorize-io/hindsight --skill memory-retain -g -y

更多选项

非标准路径

npx skills add https://github.com/vectorize-io/hindsight/tree/main/hindsight-integrations/grok-bot/skills/memory-retain -g -y

不安装直接使用

npx skills use vectorize-io/hindsight@memory-retain

指定 Agent (Claude Code)

npx skills add vectorize-io/hindsight --skill memory-retain -a claude-code -g -y

安装 repo 全部 skill

npx skills add vectorize-io/hindsight --all -g -y

预览 repo 内 skill

npx skills add vectorize-io/hindsight --list

SKILL.md

Frontmatter

{
    "name": "memory-retain",
    "description": "Save what was learned to Hindsight long-term memory. Use when a task finishes, when the user states a fact, decision or preference, and when you discover something a later run or another Bot would need."
}

Save what was learned

Memory is only useful if the next run can find it. Save the outcome and the reason, not a transcript.

Steps

Decide where it belongs:
- Only useful to this Bot's own work: this Bot's bank, grok-bot::<bot-name>.
- Useful to any Bot, or a fact about the user: grok-bot::shared.
Write a short, self-contained note that makes sense with no other context: what happened or was decided, who decided it, when, and why. "On 3 Oct the user chose Vendor B over Vendor A because A has no EU data residency" beats "user picked B".
Call retain with that note as content, and tags of source:grok-bot and bot:<bot-name>.

Rules

One note per distinct fact or decision. Do not paste whole conversations or tool output.
Never store passwords, one-time codes, API keys, card or account numbers, or health measurements.
Never write to banks that belong to the user's other tools.