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Install in OpenClaw
/install prospect
Description
Filter raw target lists into prioritized prospects worth pursuing. Score fit, timing, value, and access. Route each target to pursue, research, watch, or drop.
Usage Guidance
This skill is instruction-only and internally consistent for scoring prospects. Before using it, avoid pasting sensitive personal data or regulated information about targets (e.g., health, financials, or protected-class data) — follow your organization's privacy and compliance rules. If you later chain this skill with web-research or outreach skills, review those other skills' env and install requirements (they may request API keys or have installation steps). Finally, treat outputs as decision-support: validate high-value decisions with additional human review, especially for legal or compliance questions.
Capability Analysis
Type: OpenClaw Skill
Name: prospect
Version: 2.0.1
The 'Prospect' skill bundle is a well-structured set of instructions for an AI agent to perform sales target prioritization and scoring. The logic is entirely contained within markdown instructions (skill.md) and metadata (skill.json, _meta.json), focusing on evaluating business fit, timing, and value without any evidence of malicious intent, data exfiltration, or unauthorized execution.
Capability Assessment
Purpose & Capability
The name/description (prioritize prospects by fit/timing/value/access) matches the SKILL.md, README, and examples. There are no unexpected required binaries, env vars, or config paths that would be unrelated to prospect scoring.
Instruction Scope
The SKILL.md describes how to score and route targets and what inputs to provide. It does not instruct the agent to read system files, access unrelated environment variables, call hidden endpoints, or exfiltrate data. It explicitly defers target discovery and active conversation handling to other skills.
Install Mechanism
No install spec or code files that would be written to disk; this is an instruction-only skill, minimizing installation risk.
Credentials
The skill declares no required environment variables, credentials, or config paths. Nothing in the documentation asks for secrets or unrelated credentials.
Persistence & Privilege
Flags show always:false and normal model invocation. The skill does not request permanent presence or modify other skills' configuration; autonomous invocation is permitted by default and is not a concern here.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install prospect - After installation, invoke the skill by name or use
/prospect - Provide required inputs per the skill's parameter spec and get structured output
Version History
v2.0.1
Minor update for clarity and integration.
- Clarified the workflow by specifying that after engagement, the `/lead` skill is used, and `/pipeline` manages active opportunities.
- Updated documentation in the "Prospect vs Lead" section to reflect these workflow steps.
- No changes to functionality or output format.
v2.0.0
Prospect 2.0.0 – Major Update
- Fully restructured and simplified documentation for faster onboarding and practical use.
- Clear, standard output format with numeric scores across Fit, Timing, Value, and Access (0–10 each); summarized into High/Medium/Watch/Drop priorities with explicit recommended routes.
- Updated scoring model to emphasize actionable disqualifiers, information gap identification, and transparent reasoning for each judgment.
- Table-first summaries for batch evaluation; detailed breakdown only for top prospects.
- Clear split between Prospect (pre-outreach) and Lead (post-response) stages for correct workflow use.
- Added concise, prominent instructions and use case boundaries; moved deep theory and workflow logic to supporting files.
v1.0.0
Initial release
Metadata
Frequently Asked Questions
What is Prospect?
Filter raw target lists into prioritized prospects worth pursuing. Score fit, timing, value, and access. Route each target to pursue, research, watch, or drop. It is an AI Agent Skill for Claude Code / OpenClaw, with 329 downloads so far.
How do I install Prospect?
Run "/install prospect" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Prospect free?
Yes, Prospect is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Prospect support?
Prospect is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Prospect?
It is built and maintained by depinHQ (@depinhq); the current version is v2.0.1.
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