supreme-problem-solving

supreme-problem-solving is a skill for Claude Code from davccavalcante/supreme-coding-guidelines-skill.ah. It costs 147 tokens per session (1,231 once invoked), scanned A, original, no licence file.

A structured method for investigating problems in software, machine learning, and AI systems.

In plain words
What is it for?
It helps diagnose bugs, system failures, and complex behavior in products, models, and language-model applications.
Why use it?
It reduces guesswork by requiring a precise problem statement, reliable reproduction, ranked explanations, and evidence from testing.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the supreme-coding-guidelines plugin — 11 skills shipped together

Good fit It helps diagnose bugs, system failures, and complex behavior in products, models, and language-model applications.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/davccavalcante/supreme-coding-guidelines-skill.ah/supreme-problem-solving
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 davccavalcante/supreme-coding-guidelines-skill.ah --skill supreme-problem-solving
Clone the repo
git clone --depth 1 https://github.com/davccavalcante/supreme-coding-guidelines-skill.ah

Made for: Claude Code.

Or install supreme-coding-guidelines, the plugin that ships this one along with the rest of its 11 skills.

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 supreme-problem-solving

README.md
[![agentmods](https://agentmods.dev/badge/skills/davccavalcante/supreme-coding-guidelines-skill.ah/supreme-problem-solving.svg)](https://agentmods.dev/skills/davccavalcante/supreme-coding-guidelines-skill.ah/supreme-problem-solving)
Your own site
<a href="https://agentmods.dev/skills/davccavalcante/supreme-coding-guidelines-skill.ah/supreme-problem-solving"><img src="https://agentmods.dev/badge/skills/davccavalcante/supreme-coding-guidelines-skill.ah/supreme-problem-solving.svg" alt="Measured on agentmods" height="20"></a>
Per session 147 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,231 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.
Origin unknown 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 $0.00147 $0.01231
Opus 5 $0.00073 $0.00616
Sonnet 5 $0.00029 $0.00246
Haiku 4.5 $0.00015 $0.00123

Measured 7d ago against content hash 4d97dfc6667d, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

supreme-problem-solving 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 7d 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.

skills/supreme-problem-solving/SKILL.md · 83 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

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. 7d ago First seen · 83 lines · 147 tokens per session scan A 4d97dfc6667d

Subscribe to this mod's changes

supreme-problem-solving is a skill published in the GitHub repository davccavalcante/supreme-coding-guidelines-skill.ah (4 stars, last pushed 2mo ago), with no licence file. It adds 147 tokens to every session and 1,231 once invoked, about $0.0007 per session on Opus 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 2026-08-31.

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