thumbnail-title-system

name	thumbnail-title-system
description	Indian-YouTube-tuned title and thumbnail brief generator for the Roadmap-2026 channel. Pairs a title formula with a matching thumbnail brief (face emotion, highlight word, Telugu accent text). Use after a video script is drafted, before recording, to lock the title + thumbnail brief together.

Thumbnail + Title System

Title and thumbnail are designed together, never separately. The title makes the promise; the thumbnail makes the click. They must agree.

This skill outputs a single brief that drives both.

Step 1 — Pick a title formula

The title must do ONE of: create curiosity gap, name the transformation, or stake a claim. Pick the formula that matches the video's purpose:

#	Formula	When to use	Example (Roadmap-2026)
T1	[Topic] — What Nobody Tells You	Counter-intuitive truth	"RAG — What Nobody Tells You About Production"
T2	Why [Common Belief] Is Wrong	Challenging mainstream advice	"Why 'Use LangChain' Is Wrong Advice for Beginners"
T3	[Topic] in [X] Minutes (No Black Box)	Promise-driven tutorial	"Build a Tool-Calling Agent in 18 Minutes (No Black Box)"
T4	The #1 Mistake [Audience] Makes With [Topic]	Mistake-driven hook	"The #1 Mistake Beginners Make with Embeddings"
T5	I Built [System]. Here's What Broke.	Production-incident style	"I Deployed a Multi-Agent System. Here's What Broke at 3 AM."
T6	[Old Way] vs [New Way] — Which Wins in 2026?	Comparison hook	"Vector DB vs GraphDB — Which Wins for Agents in 2026?"
T7	Stop Doing [Thing]. Do [This] Instead.	Strong opinion / pivot	"Stop Learning ML in 2026. Do This Instead."
T8	From [Bad State] to [Good State] in [X] Steps	Transformation arc	"From ChatGPT User to Engineer Who Controls LLMs — In 7 Steps"
T9	[Number] Things I Wish I Knew Before [Action]	Listicle / reflective	"5 Things I Wish I Knew Before Building My First Agent"
T10	[Topic] Explained Like You're a Senior Engineer	Authority signal	"RAG Evaluation Explained Like You're a Senior Engineer"

Title rules

• Under 60 characters (mobile cutoff)
• Include the main topic keyword (search)
• Use a number when it tightens the promise
• Never clickbait — body must deliver the title's promise (no-clickbait non-negotiable)
• Avoid 🔥, 💯, all-caps, multiple ?/!. (Indian dev audience reads them as low-effort.)
• Don't put (Telugu) in the title — that's the thumbnail's job

Step 2 — Pair the thumbnail brief

Each title formula maps to a thumbnail face/emotion + highlight word. Don't improvise.

Title formula	Face emotion	Highlight word (yellow)	Telugu accent text
T1 (Nobody Tells)	Confident, slight smirk, knowing	The taboo word (e.g., BROKEN)	"ఇది అందరికీ తెలియదు" (Most don't know this)
T2 (Why X is Wrong)	Direct stare, serious	The wrong belief (e.g., WRONG)	"నిజం చెప్పనా?" (Shall I tell the truth?)
T3 (X Minutes)	Approachable smile, hand up	The number (18 MINUTES)	"తెలుగులో FULL GUIDE"
T4 (#1 Mistake)	Concerned, finger pointing	MISTAKE or the noun being misused	"ఇది చేయొద్దు" (Don't do this)
T5 (I Built / Broke)	Surprised / eyebrows up, slight grimace	BROKE or FAILED	"ప్రొడక్షన్ లో" (In production)
T6 (X vs Y)	Neutral, looking between two halves	The winner (e.g., WINS)	"ఏది బెటర్?" (Which is better?)
T7 (Stop Doing)	Stern, palm out	STOP	"ఇంకా చేస్తున్నారా?" (Are you still doing this?)
T8 (From X to Y)	Hopeful, looking up-right	The transformation noun (e.g., ENGINEER)	"అవ్వడం ఎలా?" (How to become?)
T9 (Things I Wish)	Reflective, slight smile	The number	"నేర్చుకున్న పాఠాలు" (Lessons I learned)
T10 (Senior Engineer)	Confident, calm, arms crossed	SENIOR or the topic	"ప్రొఫెషనల్ గైడ్" (Professional guide)

Step 3 — Output the locked brief

For every video, the brief looks like this:

THUMBNAIL + TITLE BRIEF
- Title formula: T3 (X Minutes — No Black Box)
- Final title: "Build a Tool-Calling Agent in 18 Minutes (No Black Box)"
- Char count: 56
- Subject pose: Approachable smile, hand mid-gesture (explaining)
- Outfit: Brown bomber jacket + black zip-up (locked)
- Background: Black + circuit overlay + warm rim light
- Primary text (white, Anton bold, ALL CAPS):
    BUILD A TOOL-CALLING
    AGENT IN
- Highlight text (yellow + brush band):
    18 MINUTES
- Telugu badge (red bg, white text, bottom-right):
    "తెలుగులో FULL GUIDE"
- Social-proof badge (top-left, optional):
    "8+ YEARS IN AI"
- Tech-stack icon row (bottom):
    Python · OpenAI SDK · LangGraph · pydantic

Pass this brief to the thumbnail producer (or feed into ChatGPT image / Photoshop) per 03-visual-identity/THUMBNAIL_RULES.md.

Indian-YouTube CTR Tactics (calibration notes)

• Face on every thumbnail. No exceptions. Indian dev audience clicks faces.
• Telugu accent text is a CTR multiplier for the Telugu segment. Always include.
• Numbers in the title outperform vague claims. 18 minutes, 5 mistakes, 3 patterns.
• One word in yellow. Two yellow words = visual chaos = lower CTR.
• Brown bomber jacket consistency. Face recognition over time = direct-traffic compound.
• Never use 🔥 in titles. It signals "hindi-belt mass-market YouTuber" — wrong audience for this channel's positioning.

A/B Decision (when unsure)

When two title/thumbnail options seem equally strong, default to:

1. The more specific option (concrete number > vague intensifier)
2. The more honest option (no clickbait survives)
3. The option that continues the playlist's tone (don't break tone mid-series)

If still unsure, log both in the metadata tracker and run a YT A/B test (YouTube Studio → Test & Compare).

Anti-Patterns

• ❌ Title without a topic keyword (kills search)
• ❌ Thumbnail with two highlight words (visual chaos)
• ❌ Different outfit per thumbnail (kills face recognition)
• ❌ No Telugu badge (loses Telugu segment CTR)
• ❌ Stock-photo subject (loses authenticity)
• ❌ Title and thumbnail promising different things
• ❌ Numbers like "100% guaranteed" / "secret hack" (clickbait flavor)