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Install in OpenClaw
/install prospector-lite
Description
B2B outreach framework for OpenClaw agents. Gives your agent a structured prospecting workflow with email verification, bounce handling, pipeline tracking, d...
Usage Guidance
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.
Capability Analysis
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.
Capability Tags
Capability Assessment
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.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install prospector-lite - After installation, invoke the skill by name or use
/prospector-lite - Provide required inputs per the skill's parameter spec and get structured output
Version History
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
Metadata
Frequently Asked Questions
What is Prospector Lite — B2B Outreach Framework?
B2B outreach framework for OpenClaw agents. Gives your agent a structured prospecting workflow with email verification, bounce handling, pipeline tracking, d... It is an AI Agent Skill for Claude Code / OpenClaw, with 196 downloads so far.
How do I install Prospector Lite — B2B Outreach Framework?
Run "/install prospector-lite" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Prospector Lite — B2B Outreach Framework free?
Yes, Prospector Lite — B2B Outreach Framework is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Prospector Lite — B2B Outreach Framework support?
Prospector Lite — B2B Outreach Framework is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Prospector Lite — B2B Outreach Framework?
It is built and maintained by Sora Labs (@nicuahmadi); the current version is v2.0.0.
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