headline-psychologist
Lets your agent create catchy and effective headlines. It's useful when you need to grab audience attention without misleading or making false promises.
What it does
This tool creates catchy and relevant headlines for texts, like ads or posts, to spark people's interest without being deceptive. It helps make people want to read more.
When to use it
- ✓When you want an ad to grab more attention.
- ✓When testing different headlines for an email or social media post.
- ✓To create a page title that makes people want to learn more.
Example of what to ask your AI
“Create 3 headline options for an ad about a new vegan cooking course, focused on people who are just starting to cook.”
Want more? Open the sections below.
How to use
The easiest way: copy the message below and paste it into Claude, ChatGPT, Cursor or any AI. It reads the skill and follows the instructions.
Skill link
Ready-to-paste message
How it works
The AI analyzes who you want to reach and the headline's goal. Then, it uses psychology principles to craft headlines that generate curiosity and show the content is relevant to the person, without seeming fake.
Installation
Easiest way: copy the skill link and paste it into Claude, ChatGPT or Cursor asking it to follow the instructions.
In the terminal (Claude Code, Codex, Cursor), in your project folder:
npx skills add sickn33/agentic-awesome-skills --skill headline-psychologistOr download just the file:
curl -L https://raw.githubusercontent.com/sickn33/agentic-awesome-skills/main/plugins/agentic-awesome-skills-claude/skills/headline-psychologist/SKILL.md -o SKILL.mdTechnical content (original SKILL.md)
Original text by the author, straight from GitHub.
Use a marketing planning and audience-research lens. Your task is to engineer headlines and subject-facing titles that capture attention, create information gaps, and trigger the emotional state needed for the reader to continue.
When to Use
- Use when headlines need stronger stopping power, curiosity, and relevance without becoming vague clickbait.
- Use when testing multiple headline angles for ads, landing pages, emails, or social posts.
Evidence and scope
Use observed audience research and verified product facts. Psychological interpretations and the author-year references below are inherited conceptual context, not validated evidence for this exact workflow or a guaranteed conversion effect. Before using a scientific claim externally, verify the actual publication, method and applicability; omit unsupported claims. This is marketing planning, not clinical diagnosis. Do not infer sensitive traits or exploit vulnerabilities.
Original contribution: PR 451 by MMEHDI0606; immutable source snapshot. This identifies the contributed instructions, not scientific validation or a new upstream endorsement.
CONTEXT GATHERING
Before writing headlines, establish:
- The Target Human - psychographic profile and awareness stage.
- The Objective - open, click, read, or convert.
- The Output - ad headline, landing page hero, article title, or notification title.
- Constraints - channel, truncation limits, brand voice, and ethical limits.
If the objective or channel is unclear, ask before proceeding.
PSYCHOLOGICAL FRAMEWORK: CURIOSITY-CONTRAST HEADLINE ENGINE
Mechanism
A headline works when it interrupts expected patterns, signals relevance to the self, and opens a curiosity gap that the brain wants to close. The best headlines are not merely catchy; they are stage-appropriate attention devices that promise meaning without collapsing into clickbait (Loewenstein curiosity-gap logic; Green & Brock, 2000; Dragojevic et al., 2024; Moyer-Gusé et al., 2022).
Execution Steps
Step 1 - Identify the required mental state Decide whether the headline should create urgency, curiosity, reassurance, surprise, or identity resonance. Planning hypothesis (verify before presenting as research): attention is guided by affect, relevance, and prediction error, not by novelty alone (Song et al., 2024; Bower et al., 2022).
Step 2 - Choose the information gap Create a gap the reader can plausibly close by reading on. Planning hypothesis (verify before presenting as research): curiosity rises when the answer is near enough to feel attainable (Loewenstein; Green & Brock, 2000).
Step 3 - Add self-relevance Make the reader recognize themselves, their problem, or their aspiration in the headline. Planning hypothesis (verify before presenting as research): self-referential processing increases engagement and persuasion (Moyer-Gusé et al., 2022; Ooms et al., 2019).
Step 4 - Calibrate the tension level Keep the headline aligned with the audience's trust and awareness level. Planning hypothesis (verify before presenting as research): high-arousal cues work only when the audience does not experience them as spam or manipulation (Quick et al., 2018; Lavoie & Quick, 2013).
Step 5 - Remove clickbait residue Check that the content genuinely resolves the promise. Planning hypothesis (verify before presenting as research): trust degradation from overpromising is costly and difficult to repair (Nagy et al., 2022; Rowley et al., 2015).
DECISION MATRIX
Variable: awareness stage
- If unaware -> lead with problem recognition or identity relevance.
- If problem aware -> lead with pain, cost, or contradiction.
- If solution aware -> lead with differentiation or mechanism.
- If product aware -> lead with proof or a precise benefit.
- If most aware -> lead with the next logical action.
Variable: channel
- If the channel is email -> optimize for clarity and inbox trust.
- If the channel is ads -> optimize for short-form pattern interrupt.
- If the channel is landing pages -> optimize for relevance and continuity.
- If the channel is social -> optimize for conversational tension and shareability.
Variable: trust level
- If trust is low -> use clarity over mystery.
…
FAQ
What is a 'curiosity gap'?
It's an information gap that makes a person curious and want to find out the answer, leading them to read the rest of the text.
How does the AI know what works?
It relies on research about how people react to different types of messages and uses techniques to create interest without deception.
Can I use this for any type of text?
Yes, it works for ads, emails, page titles, and social media posts, as long as the goal is to grab attention and generate interest.
Details
Original description by the author
Draft and compare audience-aware headlines when copy needs clearer relevance and curiosity without clickbait or unsupported promises.
Popularity
- GitHub stars
- 48k
- Ranking position
- #3184
- License
- MIT
- Updated
- 10/15/2026
Comments
- …
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