ak-debug

ak-debug is a skill for Claude Code from bezael/ai-workflow-kit. It costs 37 tokens per session (1,200 once invoked), scanned A, original, no licence file.

A structured debugging tool that investigates a bug, error, or unexpected result by forming and testing possible explanations before changing code.

In plain words
What is it for?
Use it to diagnose reported bugs and errors, especially when the cause is not yet clear.
Why use it?
It discourages guesswork and helps identify the cause before applying a fix.

Skill for Claude Code

Written for Claude Code: argument-hint in frontmatter.

Good fit Use it to diagnose reported bugs and errors, especially when the cause is not yet clear.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/bezael/ai-workflow-kit/ak-debug
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 bezael/ai-workflow-kit --skill ak-debug
Clone the repo
git clone --depth 1 https://github.com/bezael/ai-workflow-kit

Made for: Claude Code.

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 ak-debug

README.md
[![agentmods](https://agentmods.dev/badge/skills/bezael/ai-workflow-kit/ak-debug/github.svg)](https://agentmods.dev/skills/bezael/ai-workflow-kit/ak-debug)
Your own site
<a href="https://agentmods.dev/skills/bezael/ai-workflow-kit/ak-debug"><img src="https://agentmods.dev/badge/skills/bezael/ai-workflow-kit/ak-debug/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 ak-debug

Your own site · 80×15
<a href="https://agentmods.dev/skills/bezael/ai-workflow-kit/ak-debug"><img src="https://agentmods.dev/badge/skills/bezael/ai-workflow-kit/ak-debug.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 37 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,200 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. 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 $0.00037 $0.01200
Opus 5.5 $0.00015 $0.00480
Sonnet 5.5 $0.00007 $0.00240
Haiku 4.5 $0.00004 $0.00120

Measured 27d ago against content hash 541d59aa8b8c, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

ak-debug scanned grade A with 1 finding 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 27d 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.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

2. **Script / curl** against a running server with a fixture input
skills/ak-debug/SKILL.md · 110 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. 27d ago First seen · 110 lines · 37 tokens per session scan A 541d59aa8b8c

Subscribe to this mod's changes

ak-debug is a skill published in the GitHub repository bezael/ai-workflow-kit (46 stars, last pushed 8d ago), with no licence file. It adds 37 tokens to every session and 1,200 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-24.

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