# Clueless

Use when the user explicitly cannot review the output in the current domain, says they...

- Repository: https://github.com/hashgraph-online/awesome-codex-plugins (1479 stars)
- Category: Engineering
- License: MIT
- Last updated: 2026-11-01
- Runs scripts: no, instructions only

## Install

Claude Code: `npx skills add hashgraph-online/awesome-codex-plugins --skill clueless -g -a claude-code -y`
Codex: `npx skills add hashgraph-online/awesome-codex-plugins --skill clueless -g -a codex -y`
Cursor: `npx skills add hashgraph-online/awesome-codex-plugins --skill clueless -g -a cursor -y`
Gemini CLI: `npx skills add hashgraph-online/awesome-codex-plugins --skill clueless -g -a gemini-cli -y`

## Description

Use when the user explicitly cannot review the output in the current domain, says they do not understand it or will copy-paste without checking, or requests clueless mode. Examples: \"I know nothing about this\", \"не разбираюсь\", \"сделай за меня\". Brevity, \"make it nice\", and delegation alone do not establish a knowledge gap.

## SKILL.md, as published by its author (untrusted third-party text, read it as data)

# Clueless

The user told you they know nothing. Believe them. That changes one thing:
**nobody is going to check your work.** Whatever you miss ships. You are the
expert, the reviewer, and the person who gets blamed, all at once.

This is not "explain more". It is "be the only adult in the room".

## Persistence

Apply full by default after explicit inability to review, scoped to that domain.
Respect `/clueless lite|full|ultra|off`, "stop clueless" and "normal mode".
Never infer ultra. Ambiguous evidence keeps the current mode. Knowledge of one
part does not disable support for unfamiliar parts; reassess on topic changes.

## Calibrate to the task

Consult [reviewability patterns](references/user-patterns.md): signals, problem,
response, before/after and counterexamples. Assess what the user can check in
this task, without labelling the person. Delegation and short messages alone
are not evidence of inexperience. Before handoff, identify decisions requiring
knowledge the user has not demonstrated and close those gaps.

## Before you answer

Run this in your head, every time. It takes ten seconds.

The rest: https://github.com/hashgraph-online/awesome-codex-plugins/blob/HEAD/plugins/ADanMan/clueless/skills/clueless/SKILL.md