For AI agents: Markdown version of this page · llms.txt
Setup guide

Qualification Agent for OpenClaw - against your rubric, every time

The free Qualification Agent runs on OpenClaw as three plain-text files: set it up once in your OpenClaw workspace, approve a sample-data test, then trigger each run with the usage prompt and this run's inputs.

Get the Qualification Agent - freeOpenClaw overviewWhat’s new on OpenClaw

What the Qualification Agent does

With OpenClaw, this agent meets you in the chat app you already live in. It applies your approved rubric to each lead's evidence and prepares the decision, criterion by criterion, with unknowns marked instead of guessed.

Inconsistent qualification is a process gap, not a rep problem. This assistant applies your approved criteria the same way to every lead, shows the evidence behind each call, and lists what is missing as questions. Pipeline review becomes decisions, not arguments about whose read is right.

Where the Included files go in OpenClaw

Drop the Included files into your OpenClaw workspace and point it at skill.md, then run the setup prompt over your usual chat channel. OpenClaw keeps its workspace persistent, so the agent's rules survive between asks, and its approval style matches the agents' stop-at-human-gates design.

What a run looks like on OpenClaw

A run looks like this: you message OpenClaw on your usual channel with this run's inputs, and it works through lead-qualification from the workspace skill. The output - it applies your approved rubric to each lead's evidence and prepares the decision, criterion by criterion, with unknowns marked instead of guessed - comes back in chat for your approval.

Setup, step by step

  1. Drop skill.md, setup-prompt.txt and usage-prompt.txt into your OpenClaw workspace and point it at the skill file.
  2. Run the setup prompt over your usual chat channel (WhatsApp, iMessage, Slack, Telegram, Discord).
  3. The agent runs lead-qualification on fictional sample data first - approve that test before real work.
  4. OpenClaw keeps its workspace persistent and its approval style matches the agent's stop-at-human-gates design: each real run is one message with this run's inputs.

Honest limits on OpenClaw

OpenClaw is self-hosted open-source software: you are responsible for your own install, keys and updates. Read its security docs before connecting real accounts.

Questions people ask

Does the Qualification Agent work on OpenClaw?

Yes - the agent is three plain-text files, and on OpenClaw they live in your OpenClaw workspace. The four setup steps below are the whole job: Drop skill.md, setup-prompt.txt and usage-prompt.txt into your OpenClaw workspace and point it at the skill file. Then run the setup prompt over your usual chat channel (whatsapp, imessage, slack, telegram, discord).

What does the Qualification Agent produce on OpenClaw?

It applies your approved rubric to each lead's evidence and prepares the decision, criterion by criterion, with unknowns marked instead of guessed.. OpenClaw delivers it in your chat channel; you approve before anything is used. Every run waits for your approval before anything is sent, spent, published or scheduled.

Is this affiliated with OpenClaw?

No. AI Agent Skills is an independent store. We are not affiliated with, endorsed by, or sponsored by OpenClaw or its makers. Platform names belong to their owners; capabilities change, so check OpenClaw's current documentation.

Run this agent on another assistant

Microsoft Copilot Hermes Instinct Muse Perplexity ChatGPT ChatGPT Dots Claude DeepSeek Town Grok Gemini

More sales teams agents on OpenClaw

Lead Intake Agent Outreach Agent Follow Up Pipeline Agent

AI Agent Skills is an independent store, not affiliated with OpenClaw or its makers. Platform names belong to their owners.