debug-loop

debug-loop is a skill for Claude Code, Codex from Raidriar7170/hermes-skilleval. It costs 22 tokens per session (64 once invoked), scanned A, original, MIT.

A structured method for finding the cause of failing tests, error messages, and repeated software problems.

In plain words
What is it for?
Use it when a failure, stack trace, log, or other observable bug needs to be investigated.
Why use it?
It prevents unfocused debugging by requiring a possible explanation and a check for whether it is correct.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it when a failure, stack trace, log, or other observable bug needs to be investigated.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/raidriar7170/hermes-skilleval/debug-loop
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 Raidriar7170/hermes-skilleval --skill debug-loop
Clone the repo
git clone --depth 1 https://github.com/Raidriar7170/hermes-skilleval

Made for: Claude Code, Codex.

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 debug-loop

README.md
[![agentmods](https://agentmods.dev/badge/skills/raidriar7170/hermes-skilleval/debug-loop/github.svg)](https://agentmods.dev/skills/raidriar7170/hermes-skilleval/debug-loop)
Your own site
<a href="https://agentmods.dev/skills/raidriar7170/hermes-skilleval/debug-loop"><img src="https://agentmods.dev/badge/skills/raidriar7170/hermes-skilleval/debug-loop/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 debug-loop

Your own site · 80×15
<a href="https://agentmods.dev/skills/raidriar7170/hermes-skilleval/debug-loop"><img src="https://agentmods.dev/badge/skills/raidriar7170/hermes-skilleval/debug-loop.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 22 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 64 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 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 $0.00022 $0.00064
Opus 5.5 $0.00009 $0.00026
Sonnet 5.5 $0.00004 $0.00013
Haiku 4.5 $0.00002 $0.00006

Measured 1mo ago against content hash d54491fb1b74, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

debug-loop 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 1mo 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.

docs/demo/diagnostic-onboarding/source/skills/coding/debug-loop/SKILL.md · 10 lines

What it actually says

Use when failures are already observed, logs need triage, or a bug needs a small hypothesis and verification cycle.

Avoid when starting a greenfield implementation with no observed failure.

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. 1mo ago First seen · 10 lines · 22 tokens per session scan A d54491fb1b74

Subscribe to this mod's changes

debug-loop is a skill published in the GitHub repository Raidriar7170/hermes-skilleval (29 stars, last pushed 1mo ago), licensed MIT. It adds 22 tokens to every session and 64 once invoked, about $0.0001 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 2026-09-03.

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