Engineering
AI Elements
Compose an AI conversation from clear message, tool, input, and output boundaries.
VercelVibe Coding
Refound AIGuide a nontechnical builder through small observable iterations; inspect generated changes and verify a real task.
SKILL.md
---
name: knoveya-vibe-coding
description: "Guide a nontechnical builder through small observable iterations; inspect generated changes and verify a real task. Use for matching engineering work."
---
# Vibe Coding
## Scope
Apply this guidance when the requested task matches the description. Honor the user's chosen outcome, repository rules, and existing authorization.
## Workflow
Guide a nontechnical builder through small observable iterations; inspect generated changes and verify a real task.
Before acting, inspect the relevant artifact and ask only for information that materially changes the result. Use existing tools and conventions; do not install dependencies, publish, send messages, deploy, or mutate external data unless the user has authorized that operation.
## Acceptance check
No deploy, secret access, or irreversible operation is implied by a prototype request.
## Example task
Build a local form, then test its invalid-input path.
## Report
State what changed, the evidence checked, and what remains unverified. Do not claim a successful operation or completed test without observing it.Related skills
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obra/superpowersHow to use
Copy the full block, including its frontmatter, into a new folder named knoveya-vibe-coding as SKILL.md. Review the instructions before enabling them. For Codex, a user skill normally lives in ~/.codex/skills/knoveya-vibe-coding/SKILL.md; check the current documentation for another agent's supported location. Do not overwrite an existing skill.
This is an independent Knoveya skill. No files are installed by this website.
Example
Build a local form, then test its invalid-input path.
Verify
No deploy, secret access, or irreversible operation is implied by a prototype request.
Test the skill on a small, authorized example. File validation alone does not prove that an agent will make good decisions.
Limits
The skill supplies instructions, not tool access or expertise guarantees. Inspect generated work and preserve the user's approval boundaries.