debug-workflow

debug-workflow is a skill for Claude Code from linyeping/Metis. It costs 42 tokens per session (383 once invoked), scanned A, original, no licence file.

A workflow for investigating and fixing software bugs and runtime failures. A runtime failure is a problem that appears while a program is running rather than while it is being written or built.

In plain words
What is it for?
Use it when a program behaves incorrectly, crashes, or reports an error during execution.
Why use it?
It provides a defined process for diagnosing failures instead of treating symptoms without finding their cause. The description does not give details about its individual steps.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

Good fit Use it when a program behaves incorrectly, crashes, or reports an error during execution.

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

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 debug-workflow

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

Your own site · 80×15
<a href="https://agentmods.dev/skills/linyeping/metis/debug-workflow"><img src="https://agentmods.dev/badge/skills/linyeping/metis/debug-workflow.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 42 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 383 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 $0.00042 $0.00383
Opus 5.5 $0.00017 $0.00153
Sonnet 5.5 $0.00008 $0.00077
Haiku 4.5 $0.00004 $0.00038

Measured 1mo ago against content hash e96b0bdbf46f, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

debug-workflow 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.

backend/resources/builtin_skills/debug-workflow/SKILL.md · 36 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

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. 1mo ago First seen · 36 lines · 42 tokens per session scan A e96b0bdbf46f

Subscribe to this mod's changes

debug-workflow is a skill published in the GitHub repository linyeping/Metis (6 stars, last pushed 1mo ago), with no licence file. It adds 42 tokens to every session and 383 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 2026-08-31.

Related

Other skills, from other repositories

moli-webfetch

Fetch, inspect, crawl, and capture live, JavaScript-rendered websites with Moli. Use when Codex needs current web content, web research, fact lookup, link following, a bounded crawl, client-rendered or response-gated content, network diagnostics, or a standalone HTML, Markdown, JSON, semantic-tree, viewport or…

lexmount/moli · 90 tokens

adk-debug

Diagnoses misbehaving ADK agents by inspecting sessions, events, tool calls, and the exact request that reached the model. Covers the adk run CLI and the adk web dev server with its session, trace, and debug HTTP endpoints. Use when an agent returns the wrong answer, ignores a tool or swallows a tool error, hangs…

google/adk-python · 191 tokens

cvm-ai-doctor

A health-diagnosis workflow for servers, computers, virtual machines, and containers on Linux, macOS, or Windows.

TencentCloud/Octop · 60 tokens

rubber-duck

Adversarial "rubber duck" review that turns explaining-out-loud into a hallucination check. The main session is the PRESENTER (it did the work — a design doc, investigation, or analysis — and holds the real reasoning) and reconstructs the topic to a LISTENER — a spawned subagent pinned to a DIFFERENT-vendor model that…

kirodotdev/KiroCrew · 161 tokens

smiles-validation

Strict SMILES validation, structural comparison, and modification verification. Catches invalid LLM-generated molecules.

synthetic-sciences/openscience · 24 tokens

ha-logs

A read-only troubleshooting skill for querying Hope Agent’s local SQLite databases, which store logs, conversations, and background-job status.

shiwenwen/hope-agent · 183 tokens