A strategic decision-support tool that defines and applies qualification logic to filter out noise and focus resources on high-value opportunities.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install qualify
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 qualify 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 Qualify?
The Qualify skill is a specialized module designed for Openclaw Skills to prevent wasted effort by establishing rigorous qualification frameworks. It helps users decide what deserves pursuit by analyzing fit, readiness, and potential return before significant resources are committed. By incorporating this skill into your workflow, you can move beyond intuitive guessing toward structured, data-driven decision logic.
At its core, this skill helps identify fit and readiness while surfacing disqualifiers early. Whether you are filtering sales leads, screening job candidates, or evaluating project requests, the Qualify skill provides a repeatable architecture that separates promising opportunities from distracting noise. This ensures that effort is only invested where it has the highest probability of success.
Qualify Use Cases
- Qualify sales leads before investing significant outreach time.
- Screen job candidates against specific role fit and readiness criteria.
- Assess client project requests to determine strategic alignment and scope realism.
- Define go/no-go logic for new product features or internal business initiatives.
- Reduce wasted effort by identifying early warning signs and critical disqualifiers.
How Qualify Works
- Define the object being screened, such as a lead, candidate, project, or partnership.
- Clarify the desired downstream outcome to establish why the qualification matters.
- Identify fit criteria including budget, capability match, and problem relevance.
- Detect readiness signals to ensure the timing is viable for immediate pursuit.
- Map out disqualifiers to catch misaligned expectations or high-risk factors early.
- Route the decision into actionable paths like pursue, nurture, pause, or reject.
Qualify Setup
Integration into Openclaw Skills is straightforward. Once your agent environment is initialized, you can invoke the qualify logic by defining your criteria via prompt or configuration.
# Example of adding the qualify skill to your environment
openclaw install skill-qualify
Ensure your agent has access to the relevant context of the object being qualified to generate accurate scorecards.
Qualify Data Schema & Taxonomy
The Qualify skill organizes data through a structured Qualification Architecture to ensure clarity and precision.
| Element | Description |
|---|---|
| Object | The specific entity being qualified (e.g., Lead, Project, Candidate). |
| Fit Criteria | Stable characteristics such as budget, scope, or segment match. |
| Readiness | Time-sensitive signals indicating the viability of proceeding now. |
| Value Indicators | Expected return or strategic importance of the opportunity. |
| Disqualifiers | Explicit conditions that should stop or delay pursuit. |
| Decision Path | The recommended route (e.g., Proceed, Nurture, Reject). |
Qualify Advanced Features
- Custom Qualification Scorecards for weighted comparison of multiple opportunities.
- Automated Disqualifier Maps to flag high-risk projects before they enter the pipeline.
- Integration with other Openclaw Skills to automate downstream routing based on qualification scores.
- Qualification Audits to diagnose and tighten filtering logic that is too loose or rigid.
- Multi-dimensional logic that separates fit from timing to preserve long-term opportunities.
SKILL.md
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