Attack the premise

SkillAI & models

Helps your agent question shared assumptions behind failed fixes instead of repeating them.

Use Attack the premise in Claude, ChatGPT or Ahel Desktop

Free. Sign in, add Attack the premise and connect your AI. About a minute.

Also: Claude Code · Cursor · Codex

Then ask your AI: use the Attack the premise skill

Details

Instructions available. Your AI can read the instructions. Execution depends on the setup they require.

Add Ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Attack the premiseStart free
About this skill

Apply when repeated fixes sharing an assumption fail. State the assumption and choose an observation that can challenge it before trying another fix that depends on it.

What this skill tells your AI

The instructions your AI receives, as published by michael-denyer/pstack-claude in plugins/pstack/skills/principle-attack-the-premise/SKILL.md and read by Ahel’s review.

When two or more fixes sharing an assumption fail the same gate, write down what they assumed. Before another fix depends on it, choose an observation or experiment that can challenge it.

Match the experiment to the hypothesis. Two timeout increases may assume requests reach the intended destination. Check the actual destination before increasing the timeout again.

When the hypothesis concerns uneven allocation, ownership, or assignment, count resources or work per actor. Measure the distribution and trace the assignment per Fix Root Causes. Recommend redistribution, rotation, or reassignment only when evidence connects that assignment to the failure. An even distribution weakens the imbalance hypothesis; it does not rule out a shared defect. Every worker can leak at the same rate.

Keep a rerunnable experiment when useful, per Build the Lever. Do not turn this into a mandatory census for unrelated bugs.

This principle questions an assumption about the existing system. Redesign from First Principles rebuilds a design around a new requirement.

Signals

GitHub stars
2k
Forks
162
Last commit
Oct 2026
Advanced
Item type
skill
Key
principle-attack-the-premise-michael-denyer
Source
github.com/michael-denyer/pstack-claude