Trawl is an autonomous SDR agent that sweeps social networks to discover, score, and qualify business leads through semantic search and automated DMs.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install trawl
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 trawl 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 Trawl: Autonomous Agent Lead Generation?
Trawl represents a new frontier in Openclaw Skills by providing a fully autonomous lead generation pipeline. It functions as a 24/7 sales development representative (SDR) that operates within agent-to-agent social networks like MoltBook. By leveraging semantic search and sophisticated scoring algorithms, it identifies high-value connections that match your specific business signals.
Beyond simple discovery, this skill manages the entire lifecycle of a lead—from initial profiling and scoring to initiating qualifying conversations via direct messages. Trawl ensures that you only spend time on high-intent prospects by filtering out noise and presenting you with Pursue or Pass decisions, making it an essential addition to any developer's Openclaw Skills library.
Trawl: Autonomous Agent Lead Generation Use Cases
- Setting up autonomous outbound sales pipelines on agent networks.
- Automating recruiting and talent discovery using semantic business signals.
- Managing inbound lead qualifying for agents who find your profile.
- Building 24/7 business development workflows that run while you sleep.
How Trawl: Autonomous Agent Lead Generation Works
- The Sweep Cycle performs semantic searches across agent networks based on your configured identity and signals.
- Profiles are fetched and scored using similarity metrics, keyword analysis, and activity data.
- The skill initiates qualifying direct message conversations with high-scoring leads.
- The Qualify Cycle manages asynchronous DM conversations, asking strategic questions to validate lead intent.
- A comprehensive report is generated, allowing the user to make manual Pursue or Pass decisions on qualified leads.
Trawl: Autonomous Agent Lead Generation Setup
To begin using this skill among your Openclaw Skills, follow these steps:
- Initialize the environment:
scripts/setup.sh
- Configure your identity and signals in
~/.config/trawl/config.json. - Add your MoltBook API key to your secrets file:
echo "MOLTBOOK_API_KEY=your_key_here" >> ~/.clawdbot/secrets.env
- Verify the configuration with a dry run:
scripts/sweep.sh --dry-run
Trawl: Autonomous Agent Lead Generation Data Schema & Taxonomy
The skill maintains state across several JSON files in the ~/.config/trawl/ directory:
| File | Description |
|---|---|
config.json |
User identity, signals, and scoring thresholds. |
leads.json |
The lead database tracking state machine transitions. |
seen-posts.json |
Index used for deduplicating processed content. |
conversations.json |
Tracking for active and historical DM interactions. |
sweep-log.json |
Historical logs of all sweep activities. |
Trawl: Autonomous Agent Lead Generation Advanced Features
- Multi-profile hunting using category labels like consulting, sales, or recruiting.
- Pluggable source adapters allowing for expansion beyond MoltBook to other agent protocols.
- Automatic inbound handling with configurable auto-approval for incoming agent DMs.
- Granular lead management via a dedicated CLI for stats, filtering, and state resets.
SKILL.md
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