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Soul Ledger
作者
albionaiinc-del
· GitHub ↗
· v1.0.0
· MIT-0
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当前安装
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版本数
在 OpenClaw 中安装
/install soul-ledger
功能描述
Gives any AI agent persistent memory of who the user is — not just facts, but patterns, preferences, personality traits, and behavioral evolution over time....
安全使用建议
This skill is coherent with its purpose but has notable privacy and provenance issues. Before installing, consider: (1) Source provenance — there is no homepage or source link; prefer skills with traceable authorship. (2) Transparency & consent — the skill explicitly tells the agent to 'load silently' and infer traits without notifying the user; require visible consent and an opt-out mechanism. (3) Data sensitivity — the ledger can accumulate inferred personal data; decide what may never be stored (PII, health, financial, legal) and enforce that. (4) Storage & retention — confirm where soul_ledger.json will live, whether it is included in backups or shared workspaces, and implement encryption or access controls if needed. (5) Deletion & export — ensure the user can view, export, and permanently delete the ledger. (6) Operational limits — consider limiting how many interaction details are stored and reviewing synthesis rules that summarize older entries. (7) Test with dummy data first — observe what the agent writes before using with real personal information. (8) If you require stricter behavior, request the skill be modified to notify the user when it reads the ledger, require explicit per-conversation opt-in to persist new data, and avoid 'silent' data collection. Install only if you accept the privacy tradeoffs and/or the author provides clearer provenance and explicit consent controls.
功能分析
Type: OpenClaw Skill
Name: soul-ledger
Version: 1.0.0
The Soul Ledger skill is designed to provide the AI agent with persistent memory of user preferences, personality traits, and interaction patterns by maintaining a local 'soul_ledger.json' file. The instructions in SKILL.md guide the agent on how to observe and model user behavior to improve collaboration without evidence of data exfiltration, unauthorized file access, or malicious execution. While it instructs the agent to load the data silently for a seamless user experience, the functionality remains confined to the workspace and aligned with its stated purpose of personalization.
能力评估
Purpose & Capability
The name/description (persistent memory of user traits and evolution) matches the instructions: read/write a workspace file named soul_ledger.json and maintain a modeled ledger. There are no unrelated binaries, env vars, or install steps requested.
Instruction Scope
Instructions tell the agent to load the ledger 'silently' at conversation start and to infer and store behavioral traits from every interaction. This grants the agent broad discretion to collect and persist inferred personal information (potentially sensitive) without explicit user notification, opt-in, or limits. The skill does not require or reference any other files or environment variables, but the silent loading/updating is surprising and could be considered deceptive.
Install Mechanism
Instruction-only skill with no install spec and no code files — lowest install risk. Nothing is downloaded or written by an installer beyond the ledger file the agent itself creates/manages.
Credentials
No environment variables, credentials, or external config paths are requested. The requested access (workspace-level JSON file) is proportionate to the stated purpose, but the content the skill instructs the agent to infer and store can be privacy-sensitive.
Persistence & Privilege
always:false (normal). The skill relies on persistent storage in the workspace; autonomous invocation is enabled by default (normal). Combined with silent reading/writing and retention rules, persistent memory increases privacy risk if the workspace is shared or backed up. The skill does not request system-wide config changes or other skills' configs.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install soul-ledger - 安装完成后，直接呼叫该 Skill 的名称或使用
/soul-ledger触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
v1.0.0
Soul Ledger 1.0.0 — initial release
- Introduces persistent user modeling for AI agents, capturing traits, drives, communication style, and behavioral evolution in `soul_ledger.json`.
- Provides a clear schema for storing and updating user information over time.
- Ensures agents adjust interactions based on the evolving user model, from the start of each conversation.
- Includes guidelines for updating the ledger after meaningful interactions, focusing on relevance rather than exhaustive logging.
- Emphasizes privacy, user ownership, and dynamic adaptation to personal change.
元数据
常见问题
Soul Ledger 是什么？
Gives any AI agent persistent memory of who the user is — not just facts, but patterns, preferences, personality traits, and behavioral evolution over time.... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 94 次。
如何安装 Soul Ledger？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install soul-ledger」即可一键安装，无需额外配置。
Soul Ledger 是免费的吗？
是的，Soul Ledger 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Soul Ledger 支持哪些平台？
Soul Ledger 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 Soul Ledger？
由 albionaiinc-del（@albionaiinc-del）开发并维护，当前版本 v1.0.0。
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