Day3 Clarify

Name: Day3 Clarify
Author: ai-native-camp

Checked

ai-native-camp·vlatest·ai-ml

Day3 Clarify helps refine ambiguous prompts by suggesting clearer, more specific instructions for better AI responses and improved results.

Repository

Install on your platform

Showing Claude Code. One command installs this skill into any of the agents below.

Run this in your project

terminal

$ npx skills add ai-native-camp/camp-2 --skill day3-clarify -a claude-code

Uses the open-source skills CLI and needs Node.js. Add -g to install it for your user instead of this project.

What we know about this skill

Publisher

ai-native-camp

Taken from the source listing. We haven't verified who controls this account.

Install target

Live repository

Not pinned. Installing fetches whatever the repository holds at the time you run the command.

No human has reviewed this code. The checks below are a static scan of the files at one commit — nobody has run this skill or judged whether it works. A skill runs with whatever access you give your agent, so read the source before you install it.

Automated safety checks

scanned 27 Sept 2026

This skill passed all 6 checks. We read its files at one commit and looked for the things that make a skill dangerous to run — not for whether it works.

Declares what it does: passed
SKILL.md parses and declares a name and a description.
SKILL.md exists, its frontmatter parses, and it declares a name and a description.
No undeclared network calls: passed
Makes no network calls.
Every host the skill dials — from its scripts, its config endpoints or the commands it tells the agent to run — is either well-known package and API infrastructure or declared in its own frontmatter. Links in documentation are not counted.
No obfuscated payloads: passed
No encoded or obfuscated payloads.
No base64, hex or compressed blob is decoded and then executed, and no encoded shell commands.
No credential access: passed
Reads no keys, tokens, keychains or credential files.
Neither the code nor the SKILL.md instructions read SSH keys, cloud credentials, keychains, token stores, browser cookie databases or dotfiles that hold secrets.
No pipe-to-shell installers: passed
No pipe-to-shell or download-and-run installers.
No `curl … | sh` pattern, in the code or in the instructions, that runs code fetched at run time.
Pinned to a commit: passed
Scanned ai-native-camp/camp-2 at 16c00971bf.
The exact upstream commit SHA that was scanned is recorded, so the result refers to specific bytes.

Commit: 16c00971bf
Manifest: .claude/skills/day3-clarify/SKILL.md
Scanned: 7 files, 1,099 lines

This is a static scan, not a review. It reads the skill's files; it does not run them, and it cannot tell you whether the skill is any good or whether the code does what its description says. A skill runs with whatever access you give your agent.

What each check looks for →

About this skill

What it does

The day3-clarify skill helps AI agents understand and rephrase complex or ambiguous instructions. It can break down large tasks into smaller, more manageable steps and ensure the agent fully grasps the user's intent. This leads to improved task completion accuracy and a better overall user experience.

When to use it

When you receive vague or unclear instructions from a user.
For complex projects requiring multiple sequential actions.
To verify understanding before starting a potentially time-consuming task.
When the agent is struggling to complete tasks as expected due to ambiguity.

Key capabilities

Instruction breakdown
Ambiguity resolution
Task simplification
Step-by-step guidance generation

Example prompts

"Can you clarify what 'optimize this report' means?"
"Break down the steps needed to create a social media campaign."
"I want to write an email. Can you help me outline the key points I should cover?"

Tips & gotchas

The skill is most effective when given complex or multi-faceted prompts. It may require multiple iterations of clarification to fully resolve ambiguity, so be prepared for a back-and-forth conversation.