A sophisticated target filter and priority ranker designed to turn raw lists into a focused group of high-value business prospects.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install prospect
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install prospect using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Prospect?
The Prospect skill serves as a critical filter for sales, partnerships, and business development professionals. It is specifically designed to handle the pre-contact stage of the sales cycle, helping users decide which targets are actually worth the effort of outreach. By analyzing raw data points like company stage, hiring signals, and industry fit, it provides a structured assessment that separates high-potential prospects from low-value noise.
By incorporating this logic into your agent workflow using Openclaw Skills, you can automate the tedious process of manual qualification. The skill doesn't just score targets; it routes them into actionable categories such as Pursue, Research, Watch, or Drop, ensuring that your time is always spent on the opportunities with the highest likelihood of conversion.
Prospect Use Cases
- Evaluating a raw list of names or companies to identify the top 5% worth pursuing.
- Prioritizing business development efforts when resources or time are limited.
- Identifying missing information gaps in your market research before initiating contact.
- Filtering out targets that meet specific disqualification criteria to avoid wasted outreach.
- Structuring a repeatable prospecting workflow that scales across a team.
How Prospect Works
- Parse input data to extract identities, industry segments, company stages, and behavioral signals.
- Assign numerical scores from 0-10 across four dimensions: Fit, Timing, Value, and Access.
- Calculate a total score out of 40 to determine the objective strength of the prospect.
- Screen for immediate disqualifiers like geographic barriers or budget constraints.
- Categorize the prospect into a Priority Tier (High, Medium, Watchlist, or Drop).
- Generate a detailed reasoning report and recommend a specific next step or route.
Prospect Setup
To utilize Prospect within your ecosystem of Openclaw Skills, you can initialize it through your terminal or agent configuration.
# Install the Prospect skill to your local environment
openclaw add prospect
# Verify installation and view version info
openclaw info prospect
Ensure you provide the skill with rich context, such as LinkedIn profiles or company news, to get the most accurate scoring results.
Prospect Data Schema & Taxonomy
The skill organizes its analysis into a structured format that prioritizes clarity and actionability. Below is the primary scoring taxonomy:
| Dimension | Description | Scoring Range |
|---|---|---|
| Fit | Industry, size, and problem-product alignment. | 0-10 |
| Timing | Funding, hiring, or pain point signals. | 0-10 |
| Value | Deal size and strategic importance. | 0-10 |
| Access | Relationships or ease of engagement. | 0-10 |
For batch operations, the skill generates a summary table followed by detailed breakdowns for the highest-scoring entries.
Prospect Advanced Features
- Batch Mode Summary: Automatically generates a comparative table for lists of 10 or more targets.
- Disqualifier Triggers: Hard-coded logic to immediately downgrade prospects based on structural or ethical barriers.
- Strategic Routing: Recommends specific actions like immediate pursuit or long-term monitoring based on score tiers.
- Information Gap Analysis: Specifically flags what data is missing to improve future research cycles.
- Seamless Handoff: Designed to work in tandem with other Openclaw Skills like Lead and Pipeline for full lifecycle management.
SKILL.md
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