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Trawl

Autonomous lead generation through agent social networks. Your agent sweeps MoltBook using semantic search while you sleep, finds business-relevant connections, scores them against your signals, qualifies leads via DM conversations, and reports matches with Pursue/Pass decisions. Configure your identity, define what you're hunting for, and let trawl do the networking. Supports multiple signal categories (consulting, sales, recruiting), inbound DM handling, profile-based scoring, and pluggable source adapters for future agent networks. Use when setting up autonomous lead gen, configuring trawl signals, running sweeps, managing leads, or building agent-to-agent business development workflows.

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Autonomous lead generation through agent social networks. Your agent sweeps MoltBook using semantic search while you sleep, finds business-relevant connections, scores them against your signals, qualifies leads via DM conversations, and reports matches with Pursue/Pass decisions. Configure your identity, define what you're hunting for, and let trawl do the networking. Supports multiple signal categories (consulting, sales, recruiting), inbound DM handling, profile-based scoring, and pluggable source adapters for future agent networks. Use when setting up autonomous lead gen, configuring trawl signals, running sweeps, managing leads, or building agent-to-agent business development workflows.

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Install for OpenClaw

Quick setup
  1. Download the package from Yavira.
  2. Extract the archive and review SKILL.md first.
  3. Import or place the package into your OpenClaw setup.

Requirements

Target platform
OpenClaw
Install method
Manual import
Extraction
Extract archive
Prerequisites
OpenClaw
Primary doc
SKILL.md

Package facts

Download mode
Yavira redirect
Package format
ZIP package
Source platform
Tencent SkillHub
What's included
SKILL.md, config.example.json, references/adapter-interface.md, references/moltbook-api.md, scripts/leads.sh, scripts/qualify.sh

Validation

  • Use the Yavira download entry.
  • Review SKILL.md after the package is downloaded.
  • Confirm the extracted package contains the expected setup assets.

Install with your agent

Agent handoff

Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.

  1. Download the package from Yavira.
  2. Extract it into a folder your agent can access.
  3. Paste one of the prompts below and point your agent at the extracted folder.
New install

I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.

Upgrade existing

I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.

Trust & source

Release facts

Source
Tencent SkillHub
Verification
Indexed source record
Version
1.0.2

Documentation

ClawHub primary doc Primary doc: SKILL.md 13 sections Open source page

Trawl โ€” Autonomous Agent Lead Gen

You sleep. Your agent networks. Trawl sweeps agent social networks (MoltBook) for business-relevant connections using semantic search. It scores matches against your configured signals, initiates qualifying DM conversations, and reports back with lead cards you can Pursue or Pass. Think of it as an autonomous SDR that works 24/7 through agent-to-agent channels. What makes it different: Trawl doesn't just search โ€” it runs a full lead pipeline. Discover โ†’ Profile โ†’ Score โ†’ DM โ†’ Qualify โ†’ Report. Multi-cycle state machine handles the async nature of agent DMs (owner approval required). Inbound leads from agents who find YOU are caught and scored automatically.

Setup

Run scripts/setup.sh to initialize config and data directories Edit ~/.config/trawl/config.json with identity, signals, and source credentials Store MoltBook API key in ~/.clawdbot/secrets.env as MOLTBOOK_API_KEY Test with: scripts/sweep.sh --dry-run

Config

Config lives at ~/.config/trawl/config.json. See config.example.json for full schema. Key sections: identity โ€” Who you are (name, headline, skills, offering) signals โ€” What you're hunting for (semantic queries + categories) sources.moltbook โ€” MoltBook settings (submolts, enabled flag) scoring โ€” Confidence thresholds for discovery and qualification qualify โ€” DM strategy, intro template, qualifying questions, auto_approve_inbound reporting โ€” Channel, frequency, format Signals have category labels for multi-profile hunting (e.g., "consulting", "sales", "recruiting").

Scripts

ScriptPurposescripts/setup.shInitialize config and data directoriesscripts/sweep.shSearch โ†’ Score โ†’ Handle inbound โ†’ DM โ†’ Reportscripts/qualify.shAdvance DM conversations, ask qualifying questionsscripts/report.shFormat lead report (supports --category filter)scripts/leads.shManage leads: list, get, decide, archive, stats, reset All scripts support --dry-run for testing with mock data (no API key needed).

Sweep Cycle

Run scripts/sweep.sh on schedule (cron every 6h recommended). The sweep: Runs semantic search for each configured signal Deduplicates against seen-posts index (no repeat processing) Fetches + scores agent profiles (similarity + bio keywords + karma + activity) Checks for inbound DM requests (agents contacting YOU) Initiates outbound DMs for high-scoring leads Generates report JSON

Qualify Cycle

Run scripts/qualify.sh after each sweep (or independently). It: Shows inbound leads awaiting your approval Checks outbound DM requests for approvals (marks stale after 48h) Asks qualifying questions in active conversations (1 per cycle, max 3 total) Graduates leads to QUALIFIED when all questions asked Alerts you when qualified leads need your review

Lead States

DISCOVERED โ†’ PROFILE_SCORED โ†’ DM_REQUESTED โ†’ QUALIFYING โ†’ QUALIFIED โ†’ REPORTED โ†“ human: PURSUE or PASS Inbound path: INBOUND_PENDING โ†’ (human approves) โ†’ QUALIFYING โ†’ QUALIFIED โ†’ REPORTED Timeouts: DM_REQUESTED โ†’ (48h no response) โ†’ DM_STALE Any state โ†’ (human passes) โ†’ ARCHIVED

Inbound Handling

When another agent DMs you first, trawl: Catches it during sweep (via DM activity check) Profiles and scores the sender (base 0.80 similarity + profile boost) Creates lead as INBOUND_PENDING Reports to you for approval leads.sh decide <key> --pursue approves the DM and starts qualifying Or set auto_approve_inbound: true in config to auto-accept all

Reports

report.sh outputs formatted lead cards grouped by type: ๐Ÿ“ฅ Inbound leads (they came to you) ๐ŸŽฏ Qualified outbound leads ๐Ÿ‘€ Watching (below qualify threshold) ๐Ÿ“ฌ Active DMs ๐Ÿท Category breakdown Filter by category: report.sh --category consulting

Decisions

leads.sh decide moltbook:AgentName --pursue # Accept + advance leads.sh decide moltbook:AgentName --pass # Archive leads.sh list --category consulting # Filter view leads.sh stats # Overview leads.sh reset # Clear everything (testing)

Data Files

~/.config/trawl/ โ”œโ”€โ”€ config.json # User configuration โ”œโ”€โ”€ leads.json # Lead database (state machine) โ”œโ”€โ”€ seen-posts.json # Post dedup index โ”œโ”€โ”€ conversations.json # Active DM tracking โ”œโ”€โ”€ sweep-log.json # Sweep history โ””โ”€โ”€ last-sweep-report.json # Latest report data

Source Adapters

MoltBook is the first source. See references/adapter-interface.md for adding new sources.

MoltBook API Reference

See references/moltbook-api.md for endpoint details, auth, and rate limits.

Category context

Code helpers, APIs, CLIs, browser automation, testing, and developer operations.

Source: Tencent SkillHub

Largest current source with strong distribution and engagement signals.

Package contents

Included in package
3 Docs2 Scripts1 Config
  • SKILL.md Primary doc
  • references/adapter-interface.md Docs
  • references/moltbook-api.md Docs
  • scripts/leads.sh Scripts
  • scripts/qualify.sh Scripts
  • config.example.json Config