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在 OpenClaw 中安装
/install prospector-lite
功能描述
B2B outreach framework for OpenClaw agents. Gives your agent a structured prospecting workflow with email verification, bounce handling, pipeline tracking, d...
安全使用建议
This skill appears coherent for automated B2B outreach, but review and control the environment before enabling it:
- Only enable with a dedicated sending mailbox/domain and limited credentials (do not supply production inbox with high-value data).
- Inspect prospects/pipeline.md and lessons files templates to ensure the agent won't leak PII or sensitive customer data.
- Test in dry-run mode (no sends) to verify logic and templates, and confirm the agent enforces the 'HARD STOP' send limits before allowing live sends.
- Because the skill will access your configured inbox, verify the email channel's scope/permissions and revoke them if you suspect misuse.
- Note provenance: source/homepage are absent — if you need stronger assurance, ask the publisher for origin, reviews, or a repo before wide deployment.
功能分析
Type: OpenClaw Skill
Name: prospector-lite
Version: 2.0.0
The prospector-lite skill is a structured B2B outreach framework for OpenClaw agents, providing detailed instructions for lead generation, email verification, and pipeline management in SKILL.md. It includes built-in safety guardrails such as daily send limits, domain reputation protection, and mandatory opt-out handling for recipients. While the skill requires network and email access, these capabilities are strictly aligned with its stated purpose of automated sales prospecting, and no evidence of malicious intent, data exfiltration, or unauthorized persistence was found.
能力标签
能力评估
Purpose & Capability
Name/description (B2B outreach) match the instructions: research prospects, verify emails, send outreach, handle bounces, and maintain pipeline/lessons files. The prereq note that an email tool (Gmail CLI or SMTP-capable tool) must be configured is appropriate for the stated purpose.
Instruction Scope
SKILL.md directs the agent to read workspace files (prospects/lessons-learned.md, prospects/pipeline.md), check the configured inbox for replies/bounces, run memory_search for prospect context, and enforce sending limits — all relevant to outreach. This is scoped to prospecting, but it does require mailbox access and writes to pipeline files; review those file paths and templates before running.
Install Mechanism
Instruction-only skill with no install spec or code files — lowest install risk. It references optional tools (gog, Gmail channel) but does not try to install or download code itself.
Credentials
The skill requests no environment variables or external credentials itself; however, practical use requires configuring an email channel/tool which will provide mailbox credentials. That level of access is proportional to sending emails but carries expected risks (inbox access, sending domain reputation).
Persistence & Privilege
always is false and the skill does not request persistent or cross-skill privileges. It operates by instructing the agent to read/write local pipeline/lessons files and use configured channels, which is within normal scope for this functionality.
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 prospector-lite - 安装完成后，直接呼叫该 Skill 的名称或使用
/prospector-lite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
v2.0.0
- Major update focused on production-ready, reputation-safe B2B outreach workflows and rules.
- Adds pre-flight safety checklist: lessons learned review, reply/bounce check, duplicate prevention, strict daily send limits for domain health.
- Introduces a detailed prospect qualification decision tree (focus on traditional industries behind on AI adoption).
- Stronger, explicit email verification and bounce handling rules to prevent sender/domain reputation damage.
- Updated and improved outreach email template, including actionable mini-audit guidance and new subject line strategies based on real-world results.
- Enhanced pipeline and bounce tracking; clearer instructions for scaling and context recall.
v1.0.1
Initial release. Full version with templates, PDF generator, and setup script at https://buy.stripe.com/9B67sKgug2Br2qM7p5ak003
v1.0.0
Initial release. Full version with templates, PDF generator, and setup script at https://buy.stripe.com/9B67sKgug2Br2qM7p5ak003
元数据
常见问题
Prospector Lite — B2B Outreach Framework 是什么？
B2B outreach framework for OpenClaw agents. Gives your agent a structured prospecting workflow with email verification, bounce handling, pipeline tracking, d... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 196 次。
如何安装 Prospector Lite — B2B Outreach Framework？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install prospector-lite」即可一键安装，无需额外配置。
Prospector Lite — B2B Outreach Framework 是免费的吗？
是的，Prospector Lite — B2B Outreach Framework 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Prospector Lite — B2B Outreach Framework 支持哪些平台？
Prospector Lite — B2B Outreach Framework 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 Prospector Lite — B2B Outreach Framework？
由 Sora Labs（@nicuahmadi）开发并维护，当前版本 v2.0.0。
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