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Oraclaw Bayesian
作者
Whatsonyourmind
· GitHub ↗
· v1.0.0
· MIT-0
102
总下载
0
收藏
0
当前安装
1
版本数
在 OpenClaw 中安装
/install oraclaw-bayesian
功能描述
Bayesian inference engine for AI agents. Update beliefs with new evidence. Prior + evidence = posterior. Multi-factor prediction with calibration tracking.
安全使用建议
This skill claims to perform Bayesian updates but asks for an API key and lists paid usage while providing no network or API call details. Before installing: (1) Ask the publisher how ORACLAW_API_KEY is used — what endpoint, what data is sent, and what permissions the key grants. (2) Verify billing details and the 'Base x402' payment flow separately. (3) Prefer a limited-scope/test API key (or a revocable key) when trying it. (4) If you cannot obtain clear docs showing that network calls are limited to the stated inference service, treat the key as sensitive and avoid installing. (5) Consider asking for an implementation that either performs inference locally (no API key) or explicitly documents the remote API calls it will make.
功能分析
Type: OpenClaw Skill
Name: oraclaw-bayesian
Version: 1.0.0
The oraclaw-bayesian skill is a legitimate tool for performing Bayesian inference and belief updating. The SKILL.md file provides clear instructions for an AI agent to calculate posterior probabilities based on priors and weighted evidence, and it requires a standard API key (ORACLAW_API_KEY) for its external service (oraclaw.dev). No malicious code, data exfiltration, or prompt-injection attacks were identified.
能力评估
Purpose & Capability
Name/description match a Bayesian inference tool, but the manifest declares a required ORACLAW_API_KEY (primary credential) and pricing/billing info even though the SKILL.md contains no network endpoints, API call examples, or instructions that actually use the key. It's unclear whether this skill is local-only or proxies requests to a remote service — the credential requirement is not justified by the included instructions.
Instruction Scope
SKILL.md defines a predict_bayesian JSON interface and describes how to update priors and weights; it does not instruct the agent to read any local files or other environment variables, nor does it instruct data exfiltration. However, it omits any concrete API endpoint, headers, or network call pattern despite declaring an API key and pricing, leaving runtime behavior ambiguous.
Install Mechanism
No install spec and no code files are present (instruction-only), which minimizes disk-write and code-execution risk. This is the lowest-risk install scenario.
Credentials
The skill asks for exactly one credential (ORACLAW_API_KEY), which is proportionate if a hosted API is used. Because the SKILL.md doesn't show how the key is used, it's not possible to confirm the key's scope (billing-only vs. access to user data). The single key is plausible but unexplained.
Persistence & Privilege
The skill is not always-enabled, is user-invocable, and requests no config paths or system privileges. There is no indication it will modify other skills or agent-wide settings.
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 oraclaw-bayesian - 安装完成后,直接呼叫该 Skill 的名称或使用
/oraclaw-bayesian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
- Initial release of the Bayesian inference engine for AI agents.
- Allows belief updating using weighted evidence factors and prior probabilities.
- Supports multi-factor predictions with calibration tracking.
- Provides a `predict_bayesian` tool for combining evidence into posterior estimates.
- Includes guidance for best practices and tracking accuracy over time.
- Freemium pricing: $0.02 per inference; 3,000 free calls/month with API key.
元数据
常见问题
Oraclaw Bayesian 是什么?
Bayesian inference engine for AI agents. Update beliefs with new evidence. Prior + evidence = posterior. Multi-factor prediction with calibration tracking. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 102 次。
如何安装 Oraclaw Bayesian?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install oraclaw-bayesian」即可一键安装,无需额外配置。
Oraclaw Bayesian 是免费的吗?
是的,Oraclaw Bayesian 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
Oraclaw Bayesian 支持哪些平台?
Oraclaw Bayesian 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 Oraclaw Bayesian?
由 Whatsonyourmind(@whatsonyourmind)开发并维护,当前版本 v1.0.0。
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