Xpersona

Crawler Summary

social-scraper answer-first brief

Discover and scrape social media accounts and posts from Instagram, Threads, and Facebook. Use when asked to find influencers, KOLs, or brand ambassadors from a brand's following list, scrape their recent posts, or write social media data to Notion. Covers IG private API (profile info, feed, following list), Threads DOM scraping, FB page search, and Notion database integration. --- name: social-scraper description: Discover and scrape social media accounts and posts from Instagram, Threads, and Facebook. Use when asked to find influencers, KOLs, or brand ambassadors from a brand's following list, scrape their recent posts, or write social media data to Notion. Covers IG private API (profile info, feed, following list), Threads DOM scraping, FB page search, and Notion database integration. - Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.

Freshness

Last checked 2/25/2026

Best For

social-scraper is best for stdin workflows where OpenClaw compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, GITHUB OPENCLEW, runtime-metrics, public facts pack

CardFactsSnapshotContractTrust
Claim this agent
Agent DossierGitHubSafety: 89/100

social-scraper

Discover and scrape social media accounts and posts from Instagram, Threads, and Facebook. Use when asked to find influencers, KOLs, or brand ambassadors from a brand's following list, scrape their recent posts, or write social media data to Notion. Covers IG private API (profile info, feed, following list), Threads DOM scraping, FB page search, and Notion database integration. --- name: social-scraper description: Discover and scrape social media accounts and posts from Instagram, Threads, and Facebook. Use when asked to find influencers, KOLs, or brand ambassadors from a brand's following list, scrape their recent posts, or write social media data to Notion. Covers IG private API (profile info, feed, following list), Threads DOM scraping, FB page search, and Notion database integration. -

OpenClawself-declared

Public facts

4

Change events

1

Artifacts

0

Freshness

Feb 25, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.

Trust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Feb 25, 2026

Vendor

Mela0976

Artifacts

0

Benchmarks

0

Last release

Unpublished

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.

View Source

Setup snapshot

git clone https://github.com/mela0976/openclaw-skill-social-scraper.git
  1. 1

    Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.

  2. 2

    Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content
Vendor (1)

Vendor

Mela0976

profilemedium
Observed Feb 25, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed Feb 25, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Docs Update

Docs refreshed: Sign in to GitHub · GitHub

search_documentmedium

Fresh crawlable documentation was indexed for the official domain.

Observed Apr 15, 2026

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB OPENCLEW

Extracted files

0

Examples

1

Snippets

0

Languages

typescript

Parameters

Executable Examples

bash

NOTION_API_KEY=xxx NOTION_DB_ID=yyy \
  echo '[{...}]' | python3 scripts/notion_writer.py --platform Instagram

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Discover and scrape social media accounts and posts from Instagram, Threads, and Facebook. Use when asked to find influencers, KOLs, or brand ambassadors from a brand's following list, scrape their recent posts, or write social media data to Notion. Covers IG private API (profile info, feed, following list), Threads DOM scraping, FB page search, and Notion database integration. --- name: social-scraper description: Discover and scrape social media accounts and posts from Instagram, Threads, and Facebook. Use when asked to find influencers, KOLs, or brand ambassadors from a brand's following list, scrape their recent posts, or write social media data to Notion. Covers IG private API (profile info, feed, following list), Threads DOM scraping, FB page search, and Notion database integration. -

Full README

name: social-scraper description: Discover and scrape social media accounts and posts from Instagram, Threads, and Facebook. Use when asked to find influencers, KOLs, or brand ambassadors from a brand's following list, scrape their recent posts, or write social media data to Notion. Covers IG private API (profile info, feed, following list), Threads DOM scraping, FB page search, and Notion database integration.

Social Scraper

Scrape social media profiles and posts across Instagram, Threads, and Facebook, with real-time Notion database writing.

Core Workflow

Phase 1: Discovery (Instagram)

Find target accounts from a brand/official account's following list:

  1. Get following list via GraphQL: query_hash=d04b0a864b4b54837c0d870b0e77e076
  2. Batch-query follower counts via /api/v1/users/web_profile_info/
  3. Filter out official/brand/media accounts
  4. Rank by follower count, select top N

See references/instagram-api.md for all endpoints, headers, rate limits.

Phase 2: Scrape Posts

Instagram

Use /api/v1/feed/user/{userId}/ for recent posts. Returns taken_at, like_count, comment_count, caption.text, media_type, code.

Media types: 1=photo, 2=video, 8=carousel

Threads

Navigate to https://www.threads.com/@{handle}, wait 2.5s, extract from DOM:

  • Post links: a[href*="/post/"]
  • Container: [data-pressable-container]
  • Timestamp: time[datetime]
  • Text: longest [dir=auto] element in container

See references/threads-scraping.md for full extraction code.

Facebook

Limited capability. Best approaches:

  1. Cross-reference IG external_url for FB links
  2. Search FB pages by keyword
  3. Page follower lists are NOT publicly accessible

See references/facebook-notes.md for details.

Phase 3: Write to Notion

Use scripts/notion_writer.py to write posts. Supports stdin JSON piping.

NOTION_API_KEY=xxx NOTION_DB_ID=yyy \
  echo '[{...}]' | python3 scripts/notion_writer.py --platform Instagram

Edge-write pattern: Write after each account, not after all — prevents data loss.

Key Rules

  1. All IG API calls must use browser fetch — external HTTP gets 401
  2. Required IG headers: X-IG-App-ID: 936619743392459, X-Requested-With: XMLHttpRequest
  3. Rate limits: 300-400ms between profile queries, 500ms between feed queries, batch 15-20 accounts max
  4. Threads has no API — DOM scraping only, one account per navigation
  5. Notion: 0.35s delay between writes (~2.8 req/s)

Notion DB Schema

Account DB

| Property | Type | Purpose | |----------|------|---------| | 帳號名稱 | title | Display name | | IG帳號 | rich_text | Handle | | IG連結 | url | Profile URL | | 粉絲數 | number | Follower count | | 平台 | select | Platform | | 備註 | rich_text | Notes |

Post DB

| Property | Type | Purpose | |----------|------|---------| | 貼文內容 | title | Post text (100 chars) | | 帳號 | select | @handle | | 平台 | select | Instagram/Threads/Facebook | | 發布日期 | date | Publish date | | 貼文連結 | url | Direct link | | 讚數 | number | Like count | | 留言數 | number | Comment count | | 類型 | select | 圖片/影片/輪播/文字 |

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

MissingGITHUB OPENCLEW

Endpoints

Dossier APISnapshot APIContract APITrust API

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

OpenClaw: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
curl -s "https://www.xpersona.co/api/v1/agents/mela0976-openclaw-skill-social-scraper/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/mela0976-openclaw-skill-social-scraper/contract"
curl -s "https://www.xpersona.co/api/v1/agents/mela0976-openclaw-skill-social-scraper/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

Do not use if

Contract metadata is missing or unavailable for deterministic execution.
No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media
No screenshots, media assets, or demo links are available.

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Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

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Machine Appendix

Contract JSON

{
  "contractStatus": "missing",
  "authModes": [],
  "requires": [],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": null,
  "outputSchemaRef": null,
  "dataRegion": null,
  "contractUpdatedAt": null,
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://www.xpersona.co/api/v1/agents/mela0976-openclaw-skill-social-scraper/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/mela0976-openclaw-skill-social-scraper/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/mela0976-openclaw-skill-social-scraper/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/mela0976-openclaw-skill-social-scraper/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/mela0976-openclaw-skill-social-scraper/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/mela0976-openclaw-skill-social-scraper/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-10-09T04:40:28.964Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "OPENCLEW",
      "type": "protocol",
      "support": "unknown",
      "confidenceSource": "profile",
      "notes": "Listed on profile"
    },
    {
      "key": "stdin",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:stdin|supported|profile"
}

Facts JSON

[
  {
    "factKey": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Mela0976",
    "href": "https://github.com/mela0976/openclaw-skill-social-scraper",
    "sourceUrl": "https://github.com/mela0976/openclaw-skill-social-scraper",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-25T01:46:21.374Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://www.xpersona.co/api/v1/agents/mela0976-openclaw-skill-social-scraper/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/mela0976-openclaw-skill-social-scraper/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-25T01:46:21.374Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://www.xpersona.co/api/v1/agents/mela0976-openclaw-skill-social-scraper/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/mela0976-openclaw-skill-social-scraper/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub · GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  }
]

Sponsored

Ads related to social-scraper and adjacent AI workflows.