# Send Lead Extractor 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": "lead-extractor",
    "name": "Lead Extractor",
    "source": "tencent",
    "type": "skill",
    "category": "通讯协作",
    "sourceUrl": "https://clawhub.ai/vishalgojha/lead-extractor",
    "canonicalUrl": "https://clawhub.ai/vishalgojha/lead-extractor",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/lead-extractor",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=lead-extractor",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "SKILL.md",
      "agents/openai.yaml",
      "references/extraction-rules-re-india-v1.md",
      "references/output-leads.schema.json",
      "references/parsed-message-input.schema.json"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "slug": "lead-extractor",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-04-30T10:22:12.795Z",
      "expiresAt": "2026-05-07T10:22:12.795Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=lead-extractor",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=lead-extractor",
        "contentDisposition": "attachment; filename=\"lead-extractor-1.0.6.zip\"",
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "lead-extractor"
      },
      "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/lead-extractor"
    },
    "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/lead-extractor",
    "downloadUrl": "https://openagent3.xyz/downloads/lead-extractor",
    "agentUrl": "https://openagent3.xyz/skills/lead-extractor/agent",
    "manifestUrl": "https://openagent3.xyz/skills/lead-extractor/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/lead-extractor/agent.md"
  }
}
```
## Documentation

### Lead Extractor

Identify lead signals in parsed messages and emit strict lead objects.

### Quick Triggers

Find all buyer leads from this WhatsApp chat.
Extract contact details and budget from these messages.
Identify serious property inquiries from parsed messages.

### Recommended Chain

message-parser -> lead-extractor -> india-location-normalizer

### Execute Workflow

Accept parsed messages from Supervisor.
Validate input with references/parsed-message-input.schema.json.
Apply chat-specific extraction rules from references/extraction-rules-re-india-v1.md.
Determine dataset_mode from Supervisor context:

default: broker_group
allowed: broker_group, buyer_inquiry, mixed


Detect lead-candidate messages using inquiry intent, contact details, and property-related preferences.
Classify record_type:

inventory_listing for broker inventory/availability posts (default in broker groups)
buyer_requirement for explicit "required/chahiye looking for" demand posts
drop non-lead/system noise instead of emitting noise_or_system


Handle multiline listings as one candidate record when body lines contain price, area, or location details.
Build lead records with:

required: lead_id, name, phone, record_type
optional: dataset_mode, property_type, budget, deal_type, asset_class, price_basis, area_sqft, area_basis, location_hint, raw_text, source, created_at


Normalize phone extraction from spaced variants such as +91 98205 82462 and 98200 78845.
Distinguish price intent from rate intent:

examples: 3.5 Lakh rent (monthly), 60K psf (per-sqft), 4.25 Cr (total)

Deduplicate leads by stable keys when records clearly refer to the same person.
Validate output with references/output-leads.schema.json.
Return only validated lead objects.

### Enforce Boundaries

Never write or update persistent storage.
Never modify source messages.
Never generate summaries.
Never suggest or execute follow-up actions.
Never send communication or invoke external side effects.

### Handle Errors

Reject invalid parsed-message input.
Emit an empty array when no lead evidence exists.
Return field-level validation errors when extracted records violate schema.
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: vishalgojha
- Version: 1.0.6
## 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: 2026-04-30T10:22:12.795Z
- Expires at: 2026-05-07T10:22:12.795Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/lead-extractor)
- [Send to Agent page](https://openagent3.xyz/skills/lead-extractor/agent)
- [JSON manifest](https://openagent3.xyz/skills/lead-extractor/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/lead-extractor/agent.md)
- [Download page](https://openagent3.xyz/downloads/lead-extractor)