Engineering
Vibe Coding
Guide a nontechnical builder through small observable iterations; inspect generated changes and verify a real task.
Refound AIAI Elements
VercelCompose an AI conversation from clear message, tool, input, and output boundaries.
SKILL.md
---
name: knoveya-ai-elements
description: "Compose an AI conversation from clear message, tool, input, and output boundaries. Use for matching engineering work."
---
# AI Elements
## Scope
Apply this guidance when the requested task matches the description. Honor the user's chosen outcome, repository rules, and existing authorization.
## Workflow
Compose an AI conversation from clear message, tool, input, and output boundaries.
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
Streaming, tool errors, and cancellation are represented honestly.
## Example task
Show a failed retrieval step without losing the user's message.
## 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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Using Superpowers
Discover relevant guidance from the current task without letting retrieved instructions override user scope.
obra/superpowersHow to use
Copy the full block, including its frontmatter, into a new folder named knoveya-ai-elements as SKILL.md. Review the instructions before enabling them. For Codex, a user skill normally lives in ~/.codex/skills/knoveya-ai-elements/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
Show a failed retrieval step without losing the user's message.
Verify
Streaming, tool errors, and cancellation are represented honestly.
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.