conversion-ux
Skill1 starsChanged yesterdayMITView on GitHub
Audit, design conversion flows stage by stage: each element asks easier, honest question. Paywalls, pricing, trials, sign-up, onboarding, checkout, forms, filters, booking. Use: 'why doesn't this convert', 'audit this flow'. Visual concepts → redesign-concepts; copy polish → writing.
We split this skill into the rules it gives an agent
1 rule. About 0 are common, 0 are distinctive, and 1 is very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈0
Distinctive · estimate
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 50
When installed: frontend-design (visual styling), design-brief (a design-build prompt), product-walkthrough (animated product demos).
≈ “Common” is an estimate: at least 1 in 5 of the 308,232 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Conversion UX
Every element on a screen puts a question in the user's head: is this worth 19 dollars a month, how many steps is this, what if my plans change. People act when those questions are easy to answer, and they stay when the easy answer was true. This skill finds the hard questions and replaces them with easier, honest ones.
Users decide across a run of screens, and many are lost between them: a plan forgotten at sign-in, a total that grows at payment, a "Not now" that drops them on the home page. So both modes work through the same seven stages, and check at each hand-off that the user's choices and attention carry over.
The rules come from four uxpeak videos (the question idea is from one of them), checked against the research they cite. The videos show no test data, so each rule says what it rests on: Research, Adjacent research, Presenter, Craft or Convention (journey.md defines them).
Built for web and app screens where someone decides whether to act: buy, subscribe, sign up, book, filter, choose. For native apps, work from a simulator or screenshots. It does not replace an accessibility audit (ui-quality does that); it checks only that every user can reach the action.
Stages
| Stage | The user is asking | Load |
| 1. Arrive | Is this what I came for, and what do I do here? | stages/1-arrive.md |
| 2. Understand | What is it, what does it cost, what does paying add, can I trust it? | stages/2-understand.md |
| 3. Choose | Which plan, option, quantity or filter? | stages/3-choose.md |
| 4. Commit | What happens when I press this, and for how much? | stages/4-commit.md |
| 5. Gate | Why do you need an account or consent, and will I lose my place? | stages/5-gate.md |
| 6. Pay | Is this the price I agreed to? | stages/6-pay.md |
| 7. Exit | Can I say no, go back or stop without a penalty? | stages/7-exit.md |
Load a stage file only when the walk reaches that stage. Always loaded: journey.md (the walk, hand-off rules, severity, evidence labels) and honesty.md (the sweep). Load every-screen.md once for each distinct screen the walk meets.
Modes
- Audit an existing page, flow, screenshot, design file or component: audit.md sets the depth, captures the screens and gives the report format; the walk itself is in journey.md.
- Build a new page or flow: build.md walks the same stages forward, then audit the result.
index.md lists every rule ID with its name and file. Read evidence.md before citing a study in a finding. sources.md holds the video notes; coverage.md maps every practice in them to a rule or the reason it was left out.
Honesty guard
Overrides every rule and source tip, in both modes. Never recommend or build confirmshaming, urgency or scarcity that is not true, cancellation harder than sign-up, pre-ticked paid add-ons or consent, fees revealed at the last step, invented reviews, counts or reference prices, or comparisons that mix units.
Every upsell has a decline of equal weight that leaves the user where they were: "Not now" on a prompt that interrupts a task; an unobstructed way back on a page they chose to open. Loss framing is allowed only for a real loss of the user's own things, with the real date and amount. Asked for a dark pattern, name it, say what it risks (refunds, chargebacks, complaints, consumer-protection rules), and offer the honest version.
Neighboring skills
redesign-concepts: generated images of better versions of a built UI; use after an audit to show the fixes.design-prototypes: image concepts from a brief, before anything is built.showpiece: ambitious creative direction. This skill judges whether a user can decide and act, not originality.ui-quality: the accessibility and state floor, measured on the rendered page; run it on screens this skill audits or builds.writing: final polish of UI copy once this skill has decided what the copy must answer.- When installed:
frontend-design(visual styling),design-brief(a design-build prompt),product-walkthrough(animated product demos).
Codex use
Use the request accompanying $conversion-ux as the target: a URL, a path, a screenshot or a description. This skill is standalone. Live pages are read-only unless the page owner grants more access. Render in headed Chrome, never headless, with the window offscreen and audio muted (the repository's launchPlacedChrome() where it has one, otherwise --window-position=-2400,-2400 --mute-audio); without a way to render and capture the screen, audit from supplied screenshots or code and list what could not be seen. Save screenshots where the project's instructions put them. An audit delegated to an exposed subagent gets these rules, the depth from audit.md and the stage list in its brief.
Other versions1 project uses a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 1
- LucSena/how-to-build-software★ 0same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository99 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- addskillSkill
- adopt-repoSkill
- advocateSkill
- apply-firmwareSkill
- arenaSkill
- astra-reviewSkill
- babysit-ciSkill
- brainstormingSkill
- broSkill
- cache-loopSkill
- cavemanSkill
- claude-reviewSkill
- codex-reviewSkill
- dareSkill
- deep-planSkill
- design-prototypesSkill
- enhance-promptSkill
- external-reviewSkill
- fable-modeSkill
- forge-repo-ui-skillSkill
- handoff-auditSkill
- impartial-reviewSkill
- init-projectSkill
- labSkill
- long-horizonSkill
- mergeSkill
- motion-designSkill
- optimize-contextSkill
- opus-fullreviewSkill
- perf-loopSkill
- product-walkthroughSkill
- recallSkill
- redesign-conceptsSkill
- refineSkill
- security-loopSkill
- seo-loopSkill
- serversSkill
- session-hubSkill
- showpieceSkill
- sync-starterSkill
- ui-qualitySkill
- whySkill
- wow-loopSkill
- wrapupSkill
- writing-plansSkill
- writingSkill
- addskillSkill
- adopt-repoSkill
- advocateSkill
- apply-firmwareSkill
- arenaSkill
- astra-fullreviewSkill
- astra-reviewSkill
- babysit-ciSkill
- brainstormingSkill
- broSkill
- cache-loopSkill
- cavemanSkill
- The first 60 shown.
Does it work?
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Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

