# Send Trawl to your agent
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
## Fast path
- Download the package from Yavira.
- Extract it into a folder your agent can access.
- Paste one of the prompts below and point your agent at the extracted folder.
## Suggested prompts
### New install

```text
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

```text
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.
```
## Machine-readable fields
```json
{
  "schemaVersion": "1.0",
  "item": {
    "slug": "trawl",
    "name": "Trawl",
    "source": "tencent",
    "type": "skill",
    "category": "开发工具",
    "sourceUrl": "https://clawhub.ai/audsmith28/trawl",
    "canonicalUrl": "https://clawhub.ai/audsmith28/trawl",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/trawl",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=trawl",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "SKILL.md",
      "config.example.json",
      "references/adapter-interface.md",
      "references/moltbook-api.md",
      "scripts/leads.sh",
      "scripts/qualify.sh"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "slug": "trawl",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-05-10T04:51:38.436Z",
      "expiresAt": "2026-05-17T04:51:38.436Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=trawl",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=trawl",
        "contentDisposition": "attachment; filename=\"trawl-1.0.2.zip\"",
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "trawl"
      },
      "scope": "item",
      "summary": "Item download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this item.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/trawl"
    },
    "validation": {
      "installChecklist": [
        "Use the Yavira download entry.",
        "Review SKILL.md after the package is downloaded.",
        "Confirm the extracted package contains the expected setup assets."
      ],
      "postInstallChecks": [
        "Confirm the extracted package includes the expected docs or setup files.",
        "Validate the skill or prompts are available in your target agent workspace.",
        "Capture any manual follow-up steps the agent could not complete."
      ]
    }
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/trawl",
    "downloadUrl": "https://openagent3.xyz/downloads/trawl",
    "agentUrl": "https://openagent3.xyz/skills/trawl/agent",
    "manifestUrl": "https://openagent3.xyz/skills/trawl/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/trawl/agent.md"
  }
}
```
## Documentation

### Trawl — 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 — it runs a full lead pipeline. Discover → Profile → Score → DM → Qualify → 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 — Who you are (name, headline, skills, offering)
signals — What you're hunting for (semantic queries + categories)
sources.moltbook — MoltBook settings (submolts, enabled flag)
scoring — Confidence thresholds for discovery and qualification
qualify — DM strategy, intro template, qualifying questions, auto_approve_inbound
reporting — 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 → Score → Handle inbound → DM → 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 → PROFILE_SCORED → DM_REQUESTED → QUALIFYING → QUALIFIED → REPORTED
                                                                         ↓
                                                               human: PURSUE or PASS
Inbound path:
INBOUND_PENDING → (human approves) → QUALIFYING → QUALIFIED → REPORTED

Timeouts:
DM_REQUESTED → (48h no response) → DM_STALE
Any state → (human passes) → 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:

📥 Inbound leads (they came to you)
🎯 Qualified outbound leads
👀 Watching (below qualify threshold)
📬 Active DMs
🏷 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/
├── config.json          # User configuration
├── leads.json           # Lead database (state machine)
├── seen-posts.json      # Post dedup index
├── conversations.json   # Active DM tracking
├── sweep-log.json       # Sweep history
└── 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.
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: audsmith28
- Version: 1.0.2
## Source health
- Status: healthy
- Item download looks usable.
- Yavira can redirect you to the upstream package for this item.
- Health scope: item
- Reason: direct_download_ok
- Checked at: 2026-05-10T04:51:38.436Z
- Expires at: 2026-05-17T04:51:38.436Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/trawl)
- [Send to Agent page](https://openagent3.xyz/skills/trawl/agent)
- [JSON manifest](https://openagent3.xyz/skills/trawl/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/trawl/agent.md)
- [Download page](https://openagent3.xyz/downloads/trawl)