📦 Memory Distiller — 提炼用户记忆

v0.1.0

自动提取重复偏好、成功模式与长效规则，生成可复用记忆笔记或 prompt 上下文块，让 AI 后续对话更懂你。

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by @danxbuidl

AI模型访问智能体工作流

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最后更新

2026/3/18

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OpenClaw

安全

high confidence

An instruction-only skill that coherently transforms user-provided conversation and task material into durable memory notes; it requests no credentials, installs, or unrelated system access.

评估建议

This skill appears internally consistent and low-risk: it only needs the conversation or notes you explicitly provide and asks for no credentials or installs. Before using it, avoid feeding sensitive secrets or full transcripts containing credentials (because distilled memories could capture them). Review distilled outputs before persisting them in any external memory store, and test with non-sensitive examples first to confirm the format and conservatism meet your expectations.

详细分析 ▾

✓ 用途与能力

The name/description (distilling durable preferences and working rules) matches the instructions and included reference docs. There are no extraneous environment variables, binaries, or config paths requested that would be unrelated to the stated purpose.

✓ 指令范围

SKILL.md limits work to user-provided source material (conversations, task outcomes, prior notes) and gives clear rules for evidence thresholds and what to exclude (temporary state, one-offs, guesses). It does not instruct reading system files, environment variables, or contacting external endpoints. It explicitly forbids hidden/background memory injection in runtime code paths.

✓ 安装机制

There is no install spec and no code files to write or execute; the skill is instruction-only, which minimizes on-disk risk.

✓ 凭证需求

The skill declares no required credentials, env vars, or config paths. The instructions do not request secrets or unrelated credentials. The requested scope (user-provided text) is proportionate to the goal of creating memory notes.

✓ 持久化与权限

The skill is user-invocable and not marked always:true. Registry metadata allows model invocation by default, but the included agents/openai.yaml sets policy.allow_implicit_invocation: false (reducing implicit/autonomous invocation). There is no instruction to modify other skills or system-wide settings.

安全有层次，运行前请审查代码。

运行时依赖

无特殊依赖

版本

latestv0.1.02026/3/18

Initial release of memory-distiller skill. - Distills user preferences, working patterns, and durable rules into reusable memory notes or prompt-ready context blocks. - Focuses on preserving only evidence-backed, lasting information—not summarizing entire conversations or transient states. - Supports capturing recurring habits, successful patterns, anti-patterns, and transforming prior outcomes into structured future-facing rules. - Provides clear output selection: memory profile, cleaned memory list, context block, or review/report. - Includes robust guidelines for excluding weak or noisy candidates and ensuring memory durability. - Offers workflow and example-driven guidance for practical use and safe, high-quality outputs.

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安装命令

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官方npx clawhub@latest install danxbuidl-memory-distiller

镜像加速npx clawhub@latest install danxbuidl-memory-distiller --registry https://cn.longxiaskill.com

数据来源：ClawHub ↗ · 中文优化：龙虾技能库