hooked-ux

hooked-ux is a skill for Claude Code from wondelai/skills. It costs 109 tokens per session (2,975 once invoked), scanned A, original, MIT.

A framework for designing repeated product-use cycles: a trigger leads to an action, a changing reward, and an investment that encourages another cycle.

In plain words
What is it for?
Use it to design or review habit-forming features, notification strategies, return visits, rewards, and user investments.
Why use it?
It helps explain why users do not return and provides a way to examine notifications, re-engagement, and product interactions while checking for harmful or overly manipulative patterns.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the ux-design plugin — 6 skills shipped together

Good fit Use it to design or review habit-forming features, notification strategies, return visits, rewards, and user investments.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/wondelai/skills/hooked-ux
About the project

Wondel.ai Agent Skills is a collection of skills and guided workflows that give coding agents structured methods for business, marketing, UX, website, app, and software-development tasks. It is used with agents such as Claude Code, Codex, Cursor, OpenClaw, and other agents that support the agentskills.io format. The catalogue entries are the project's skills, plugins, instructions, and rule packaged for those agents.

wondelai/skills · 2,132 stars · on GitHub · skills.wondel.ai

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add wondelai/skills --skill hooked-ux
Clone the repo
git clone --depth 1 https://github.com/wondelai/skills

Made for: Claude Code.

Or install ux-design, the plugin that ships this one along with the rest of its 6 skills.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for hooked-ux

README.md
[![agentmods](https://agentmods.dev/badge/skills/wondelai/skills/hooked-ux/github.svg)](https://agentmods.dev/skills/wondelai/skills/hooked-ux)
Your own site
<a href="https://agentmods.dev/skills/wondelai/skills/hooked-ux"><img src="https://agentmods.dev/badge/skills/wondelai/skills/hooked-ux/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for hooked-ux

Your own site · 80×15
<a href="https://agentmods.dev/skills/wondelai/skills/hooked-ux"><img src="https://agentmods.dev/badge/skills/wondelai/skills/hooked-ux.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 109 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,975 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • Socket pass 6 Apr 2026
  • Snyk pass 6 Apr 2026
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00109 $0.02975
Opus 5 $0.00055 $0.01488
Sonnet 5 $0.00022 $0.00595
Haiku 4.5 $0.00011 $0.00298

Measured 10d ago against content hash 775ae946b15f, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

hooked-ux scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 10d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

hooked-ux/SKILL.md · 241 lines

How it starts

The opening of the file, as written. The whole thing — 241 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Hook Model Framework

Framework for building habit-forming products. Habits are not created — they are built through successive cycles through the Hook.

Core Principle

The Hook Model = a four-phase loop that connects the user's problem to your solution frequently enough to form a habit, moving usage from deliberate to automatic.

Trigger → Action → Variable Reward → Investment
    ↑                                      │
    └──────────────────────────────────────┘

Scoring

Goal: 10/10. When reviewing or creating product engagement mechanics, score the loop by the four Quick Diagnostic rows (internal trigger, dead-simple action, variable reward, investment loads next trigger): each row earns 2 (fully satisfied), 1 (partial), or 0 (absent), then score = round(total / 8 × 10). Then apply the ethics gate: if the Manipulation Matrix places the product as Dealer (or it hits any "When NOT to Use" condition), cap the score at 3 regardless of mechanics. Bands: 9-10 = complete loop, internal trigger identified, ethics clear; 5-6 = loop runs but leans on external triggers or predictable rewards; <=3 = broken loop or extractive design. Always state the current score and the specific diagnostic rows blocking 10/10.

The Four Phases

1. Trigger

Core concept: The actuator of behavior. Triggers are external (environment-driven: notifications, emails, ads) or internal (emotion-driven) — and the goal is to migrate users from external to internal triggers.

Why it works: Every habit starts with a cue. External triggers get users started, but internal triggers — boredom, loneliness, uncertainty, FOMO — drive unprompted usage because the emotion itself fires before any reminder can.

Key insights:

  • Map your product to the specific negative emotion it resolves (boredom, loneliness, confusion, FOMO)
  • Effective external triggers are well-timed, actionable, and lead to the simplest possible next action
  • If users still need external prompts after ~30 days, no internal trigger has formed

Read the full file on GitHub · 241 lines

Files

What ships with it

7 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 10d ago First seen · 241 lines · 109 tokens per session scan A 775ae946b15f

Subscribe to this mod's changes

hooked-ux is a skill published in the GitHub repository wondelai/skills (2,132 stars, last pushed 11d ago), licensed MIT. It adds 109 tokens to every session and 2,975 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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