principle-attack-the-premise

principle-attack-the-premise is a skill for Claude Code from michael-denyer/pstack-claude. It costs 41 tokens per session (422 once invoked), scanned A, original, MIT.

A problem-solving guideline for cases where several attempted fixes failed because they relied on the same assumption. It tells the agent to write down that assumption, measure how responsibility or imbalance is distributed, and test what creates it.

In plain words
What is it for?
Use it to investigate repeated failures, identify the assignment or system rule behind an imbalance, and redesign that assignment through rotation, randomisation, or shared work.
Why use it?
It helps avoid applying another patch that treats symptoms while leaving the shared cause unchanged. The census step provides repeatable evidence about which actors or components keep receiving the same role.

Skill for Claude Code

Written for Claude Code: user-invocable in frontmatter.

Part of the pstack plugin — 69 skills, 4 agents, 1 hook shipped together

Good fit Use it to investigate repeated failures, identify the assignment or system rule behind an imbalance, and redesign that assignment through rotation, randomisation, or shared work.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/michael-denyer/pstack-claude/principle-attack-the-premise
About the project

pstack-claude is a set of opinionated coding-agent skills and workflows ported from Cursor to Claude Code, Codex, Pi, and other agent harnesses. It guides agents toward concise, simple, and verified code by routing goals to suitable workflows and supporting subagent tools. The catalogue entries are the project's skills, agents, hook, and plugin implementations for these agent environments.

michael-denyer/pstack-claude · 3,430 stars · on GitHub

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add michael-denyer/pstack-claude --skill principle-attack-the-premise
Clone the repo
git clone --depth 1 https://github.com/michael-denyer/pstack-claude

Made for: Claude Code.

Or install pstack, the plugin that ships this one along with the rest of its 69 skills, 4 agents, 1 hook.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for principle-attack-the-premise

README.md
[![agentmods](https://agentmods.dev/badge/skills/michael-denyer/pstack-claude/principle-attack-the-premise/github.svg)](https://agentmods.dev/skills/michael-denyer/pstack-claude/principle-attack-the-premise)
Your own site
<a href="https://agentmods.dev/skills/michael-denyer/pstack-claude/principle-attack-the-premise"><img src="https://agentmods.dev/badge/skills/michael-denyer/pstack-claude/principle-attack-the-premise/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for principle-attack-the-premise

Your own site · 80×15
<a href="https://agentmods.dev/skills/michael-denyer/pstack-claude/principle-attack-the-premise"><img src="https://agentmods.dev/badge/skills/michael-denyer/pstack-claude/principle-attack-the-premise.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 41 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 422 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • Socket pass 12 Oct 2026
  • Snyk pass 12 Oct 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00041 $0.00422
Opus 5.5 $0.00016 $0.00169
Sonnet 5.5 $0.00008 $0.00084
Haiku 4.5 $0.00004 $0.00042

Measured 10d ago against content hash 9c9c8fa3bc0f, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

principle-attack-the-premise scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 10d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

Copies of this mod

4 near-identical copies found in the catalogue:

plugins/pstack/skills/principle-attack-the-premise/SKILL.md · 22 lines

What it actually says

Attack the Premise

When two or more fixes that share one premise have failed the same gate, suspect the premise, not the fixes.

Why: Each failed fix is evidence against the belief it assumed. A third fix on the same premise spends effort where the evidence already says the cause is not.

Pattern:

  • Write the premise down. The premise is the one sentence that every failed fix assumed.
  • Test the premise before the next fix. Find an observation that would come out differently if the premise were false, and make it. Look at how the failures are distributed, not only at how large they are. Make the check rerunnable per Build the Lever.
  • Follow the evidence. If it contradicts the premise, the cause is elsewhere. Look for what the failures have in common that the premise did not predict. If it confirms the premise, ask the next "why" per Fix Root Causes. The earlier fixes may have treated a consequence instead of the cause.
  • Remove the condition instead of compensating for it, per the Laziness Protocol. If the evidence shows that one part always lands on the losing side, change what puts it there. A mechanism that cleans up after it leaves the cause in place and adds work on every run.

Stop: Do not start the next fix before the premise is written down and tested.

This principle is distinct from Redesign from First Principles, which rebuilds a design around a new requirement. It questions a fact the current design assumes.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 10d ago Changed · -3 lines · -10 tokens per session 9c9c8fa3bc0f
  2. 14d ago Changed · +7 lines · +14 tokens per session c8ce0f2bdc90
  3. 1mo ago Changed · -6 lines · -14 tokens per session f5cd9d042e09
  4. 1mo ago First seen · 24 lines · 51 tokens per session scan A f20c3f9b5183

Subscribe to this mod's changes

principle-attack-the-premise is a skill published in the GitHub repository michael-denyer/pstack-claude (3,430 stars, last pushed 3d ago), licensed MIT. It adds 41 tokens to every session and 422 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-08.

Related

Other skills, from other repositories

debugging-strategies

Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack. Use when investigating bugs, performance issues, or unexpected behavior.

wshobson/agents · 43 tokens

git-advanced-workflows

Master advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog to maintain clean history and recover from any situation. Use when managing complex Git histories, collaborating on feature branches, or troubleshooting repository issues.

wshobson/agents · 54 tokens

sql-optimization-patterns

Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debugging slow queries, designing database schemas, or optimizing application performance.

wshobson/agents · 44 tokens

parallel-debugging

Debug complex issues using competing hypotheses with parallel investigation, evidence collection, and root cause arbitration. Use this skill when debugging bugs with multiple potential causes, performing root cause analysis, or organizing parallel investigation workflows.

wshobson/agents · 44 tokens

error-handling-patterns

Master error handling patterns across languages including exceptions, Result types, error propagation, and graceful degradation to build resilient applications. Use when implementing error handling, designing APIs, or improving application reliability.

wshobson/agents · 43 tokens

spark-optimization

Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark performance, debugging slow jobs, or scaling data processing pipelines.

wshobson/agents · 37 tokens