BytesAgain is a curated directory of 60,000+ AI agent skills from ClawHub, GitHub, LobeHub, and Dify. Search skills by keyword in 7 languages, browse by role (developer, creator, trader, marketer) or by use case.

How do I find AI skills on BytesAgain?

Use the search bar on BytesAgain.com to search by keyword in 7 languages. You can also browse by role (developer, creator, trader, marketer) or by use case. Each skill shows install instructions for Claude, Cursor, OpenClaw, Continue, and more.

Yes, BytesAgain is completely free. No registration required for searching skills. The MCP API is also free with rate limits.

Does BytesAgain have an API for AI agents?

Yes! BytesAgain provides a free MCP SSE endpoint at /api/mcp/sse for AI agents, plus a REST API at /api/mcp?action=search&q= . No authentication needed.

Can I request a new AI skill on BytesAgain?

Yes! Visit the Requests page on BytesAgain.com to submit a skill request. Your request will be visible to the community and notified to the site admin.

🦀 ClawHub

Creator Screening

by @shawnshenopeninterx

Screen and evaluate social media creators/influencers using configurable quality frameworks. Analyzes Instagram, TikTok, YouTube creators using Memories.ai V...

Versionv1.1.0

Downloads953

#video #social-media #legal

View on ClawHub →

TERMINAL

clawhub install creator-screening

📖 About This Skill

name: creator-screening description: Screen and evaluate social media creators/influencers using configurable quality frameworks. Analyzes Instagram, TikTok, YouTube creators using Memories.ai V2 Video Understanding API — fetches profile metadata, runs MAI visual+audio AI analysis on videos, and scores against production quality, audio, delivery, and positioning criteria. Use when asked to vet creators, screen influencers, evaluate content quality, or generate creator reports. metadata: openclaw: emoji: "🎯"

Creator Screening Skill

Automated creator/influencer screening powered by Memories.ai V2 Video Understanding API.

Parameters

| Parameter | Default | Description | |-----------|---------|-------------| | videos_per_creator | 5 | Number of top videos to analyze per creator | | video_seconds | 30 | First N seconds of each video to analyze | | platforms | instagram | Supported: instagram, tiktok, youtube | | analysis_mode | mai | mai (visual+audio AI analysis) or transcript (audio-only fallback) | | framework | default | Screening framework to apply. See references/frameworks/ | | output_format | discord | discord, pdf (Google Doc→PDF), or json | | batch_size | 10 | Max creators per batch run |

Quick Start

Screen these creators: @anshmehra.in, @nishkarshsharmaa
Parameters: videos_per_creator=3, framework=cac-crusher

Workflow

Step 1: Parse Input

Accept creator URLs in any format:

Profile: https://www.instagram.com/username/

Individual reel: https://www.instagram.com/reel/SHORTCODE/

YouTube: https://www.youtube.com/@channel or /shorts/ID

Step 2: Get Profile & Video Metadata

Memories.ai V2: POST /instagram/video/metadata

python3 scripts/scrape_profiles.py --urls "reel_url1,reel_url2" --channel rapid

Returns per video ($0.01/video):

Owner profile: username, full_name, followers, verified, profile_pic

Video stats: views, play_count, duration, caption, comments, dimensions, audio info

Step 3: Video Understanding (MAI)

Memories.ai V2 MAI: POST /instagram/video/mai/transcript

This is the core analysis step. MAI provides:

Visual scene descriptions: lighting quality, framing, environment, clothing, production value

Audio transcription: speech-to-text with timestamps

Content understanding: topic classification, delivery style, structure

python3 scripts/analyze_videos.py --mode mai --videos_per_creator 5 --urls "url1,url2"

Each video returns visual + audio AI analysis. Use this to evaluate:

Section 2.1: Look & Feel (lighting, environment, framing) — from visual scenes

Section 2.2: Audio Quality (clarity, echo, consistency) — from audio analysis

Section 3.x: Delivery & Content (structure, fluency, maturity) — from transcript text

Section 4: Positioning (tone, energy, brand safety) — from combined analysis

Fallback: If MAI is unavailable, use --mode transcript for audio-only analysis:

python3 scripts/analyze_videos.py --mode transcript --videos_per_creator 5 --urls "url1,url2"

Step 4: Apply Framework

Score against the selected screening framework:

python3 scripts/score_creator.py --framework cac-crusher --profile profile.json --transcripts transcripts.json

Frameworks live in references/frameworks/:

cac-crusher.md — CAC Crusher Creator Screening Framework (Talking Head + Skit categories)

default.md — Generic quality screening (5 dimensions, weighted scoring)

template.md — Template for creating custom frameworks

Step 5: Generate Report

Output per-creator screening cards with:

Profile stats (followers, verified, engagement)

Per-section scores (PASS/FAIL/FLAG)

Transcript excerpts as evidence

Visual quality notes from MAI

Final verdict (APPROVED / REJECTED / CONDITIONAL)

Setup

Set the following environment variables before use:

export MEMORIES_API_KEY="your-memories-ai-v2-api-key"   # Required — Memories.ai V2 API key
export APIFY_API_KEY="your-apify-key"                    # Optional — fallback scraper for profiles

Get your API key at https://api-tools.memories.ai

Memories.ai V2 API Reference

All endpoints use: Authorization: header (no Bearer prefix). Base URL: https://mavi-backend.memories.ai/serve/api/v2

| Endpoint | Method | Use | Cost | |----------|--------|-----|------| | /{platform}/video/metadata | POST | Profile + video stats | $0.01/video | | /{platform}/video/mai/transcript | POST | Visual + audio AI analysis | ~$0.11/video | | /{platform}/video/transcript | POST | Audio transcription only | ~$0.01/video |

Platforms: instagram, tiktok, youtube, twitter

Request body: {"video_url": "...", "channel": "rapid"} MAI response: {"data": {"task_id": "..."}} (async, results via webhook)

URL format: Instagram must use /reel/SHORTCODE/ (not /p/ or /reels/)

Error Handling

Add 0.5s delay between API calls

Retry failed requests once, then skip

If MAI webhook not received, fall back to transcript mode

Always normalize Instagram URLs: /p/ → /reel/, /reels/ → /reel/

💡 Examples

Screen these creators: @anshmehra.in, @nishkarshsharmaa
Parameters: videos_per_creator=3, framework=cac-crusher

⚙️ Configuration

Set the following environment variables before use:

export MEMORIES_API_KEY="your-memories-ai-v2-api-key"   # Required — Memories.ai V2 API key
export APIFY_API_KEY="your-apify-key"                    # Optional — fallback scraper for profiles

Get your API key at https://api-tools.memories.ai