wallpapa

wallpapa/WhisperCUT

Agent Claude Code

Organic vs paid detection agent. Analyzes metrics patterns to determine if high-view clips are genuinely organic or ad-boosted.

wallpapa/WhisperCUT

Agent Claude Code

TikTok algorithm analysis — distribution mechanics, wave progression, engagement ratios, content suppression detection, and optimization.

wallpapa/WhisperCUT

Agent Claude Code

Views-to-booking conversion agent. Analyzes the gap between engagement and action, designs invisible DM funnels, and optimizes the comment→DM→LINE→booking pipeline.

wallpapa/WhisperCUT

Agent Claude Code

Cross-agent debate facilitator. Receives all agent findings, identifies contradictions, finds consensus, generates new cross-pollination insights ("standing on shoulders of giants").

wallpapa/WhisperCUT

Agent Claude Code

Fear reduction agent — identifies patient fears about procedures, analyzes fear signals in comments, and designs fear-reduction content.

wallpapa/WhisperCUT

Agent Claude Code

Analyze TikTok hooks — first 3 seconds, scroll-stop techniques. Scores hooks 1-10, classifies taxonomy, recommends improvements.

wallpapa/WhisperCUT

Agent Claude Code

Consumer psychology agent — reads comments to extract hidden motivations, fears, objections, and purchase intent signals.

wallpapa/WhisperCUT

Agent Claude Code

Template for creating patient personas on-the-fly and reacting to content AS that persona. Used when no existing persona matches.

wallpapa/WhisperCUT

Agent Claude Code

Thai medical advertising compliance agent. Checks content against แพทยสภา banned words, สบส. regulations, TikTok community guidelines, and พ.ร.บ.สถานพยาบาล requirements.

wallpapa/WhisperCUT

Agent Claude Code

Diagnoses video retention curves — identifies drop patterns, predicts curve shape, maps drop points to content events, and recommends fixes. Uses 6 named retention curve patterns and research-backed benchmarks.

wallpapa/WhisperCUT

Agent Claude Code

Optimizes scripts for maximum retention. Inserts bridges, pattern interrupts, re-hooks, open loops, and emotional triggers at strategic points. Used by Content Factory before QA Gate.

wallpapa/WhisperCUT

Agent Claude Code

Visual Hook Agent: วิเคราะห์ Visual First Frame ของคลิป TikTok/Reels ตรวจจับว่า 0.1 วินาทีแรก "หยุด scroll" ได้หรือไม่ Reference: @ugcbyasya (Instagram) UGC visual hooks.

wallpapa/WhisperCUT

Agent Claude Code

Visual production analysis — full clip visual strategy including composition, color, text overlays, insert images, transitions, and algorithm-safe visual choices.

wallpapa/WhisperCUT

MCP server Claude CodeCodexCursor

MCP server "whispercut" as configured in wallpapa/WhisperCUT. Runs dist/mcp/server.js with node.

wallpapa/WhisperCUT

Instructions file

Claude Code instructions for wallpapa/WhisperCUT, covering whispercut v3 — ai-native video factory, project overview, quick start, 1. install dependencies and 2. copy .env.example → .env and fill in api keys.