debugging-and-error-recovery

debugging-and-error-recovery is a skill for Claude Code, Codex from qiuy-collab/AutoFlow.skill. It costs 53 tokens per session (2,387 once invoked), scanned A, a copy of debugging-and-error-recovery, MIT.

A step-by-step guide for finding the underlying cause of software problems, such as failed tests, broken builds, bugs, and unexpected errors.

In plain words
What is it for?
Use it to reproduce failures, preserve logs and error details, investigate the cause, apply a fix, and check that the problem stays fixed.
Why use it?
It prevents guesswork and stops new changes from hiding or worsening the original problem. It also helps confirm that a fix works and does not cause the same issue again.

Skill for Claude CodeCodex

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

Good fit Use it to reproduce failures, preserve logs and error details, investigate the cause, apply a fix, and check that the problem stays fixed.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/qiuy-collab/autoflow.skill/debugging-and-error-recovery
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 qiuy-collab/AutoFlow.skill --skill debugging-and-error-recovery
Clone the repo
git clone --depth 1 https://github.com/qiuy-collab/AutoFlow.skill

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 debugging-and-error-recovery

README.md
[![agentmods](https://agentmods.dev/badge/skills/qiuy-collab/autoflow.skill/debugging-and-error-recovery/github.svg)](https://agentmods.dev/skills/qiuy-collab/autoflow.skill/debugging-and-error-recovery)
Your own site
<a href="https://agentmods.dev/skills/qiuy-collab/autoflow.skill/debugging-and-error-recovery"><img src="https://agentmods.dev/badge/skills/qiuy-collab/autoflow.skill/debugging-and-error-recovery/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 debugging-and-error-recovery

Your own site · 80×15
<a href="https://agentmods.dev/skills/qiuy-collab/autoflow.skill/debugging-and-error-recovery"><img src="https://agentmods.dev/badge/skills/qiuy-collab/autoflow.skill/debugging-and-error-recovery.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 53 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,387 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 98% copy Near-identical to another mod 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 $0.00053 $0.02387
Opus 5 $0.00026 $0.01193
Sonnet 5 $0.00011 $0.00477
Haiku 4.5 $0.00005 $0.00239

Measured 9d ago against content hash 927ad6917fa2, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

debugging-and-error-recovery 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 9d 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

This is a copy

98% identical to debugging-and-error-recovery — 6 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

integrations/agent-skills/debugging-and-error-recovery/SKILL.md · 301 lines

How it starts

The opening of the file, as written. The whole thing — 301 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Debugging and Error Recovery

Overview

Systematic debugging with structured triage. When something breaks, stop adding features, preserve evidence, and follow a structured process to find and fix the root cause. Guessing wastes time. The triage checklist works for test failures, build errors, runtime bugs, and production incidents.

When to Use

  • Tests fail after a code change
  • The build breaks
  • Runtime behavior doesn't match expectations
  • A bug report arrives
  • An error appears in logs or console
  • Something worked before and stopped working

The Stop-the-Line Rule

When anything unexpected happens:

1. STOP adding features or making changes
2. PRESERVE evidence (error output, logs, repro steps)
3. DIAGNOSE using the triage checklist
4. FIX the root cause
5. GUARD against recurrence
6. RESUME only after verification passes

Don't push past a failing test or broken build to work on the next feature. Errors compound. A bug in Step 3 that goes unfixed makes Steps 4-6 wrong.

The Triage Checklist

Work through these steps in order. Do not skip steps.

Step 1: Reproduce

Make the failure happen reliably. If you can't reproduce it, you can't fix it with confidence.

Can you reproduce the failure?
├── YES → Proceed to Step 2
└── NO
    ├── Gather more context (logs, environment details)
    ├── Try reproducing in a minimal environment
    └── If truly non-reproducible, document conditions and monitor

When a bug is non-reproducible:

Cannot reproduce on demand:
├── Timing-dependent?
│   ├── Add timestamps to logs around the suspected area
│   ├── Try with artificial delays (setTimeout, sleep) to widen race windows
│   └── Run under load or concurrency to increase collision probability
├── Environment-dependent?
│   ├── Compare Node/browser versions, OS, environment variables
│   ├── Check for differences in data (empty vs populated database)
│   └── Try reproducing in CI where the environment is clean
├── State-dependent?
│   ├── Check for leaked state between tests or requests
│   ├── Look for global variables, singletons, or shared caches
│   └── Run the failing scenario in isolation vs after other operations
└── Truly random?
    ├── Add defensive logging at the suspected location
    ├── Set up an alert for the specific error signature
    └── Document the conditions observed and revisit when it recurs

Read the full file on GitHub · 301 lines

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. 9d ago First seen · 301 lines · 53 tokens per session scan A 927ad6917fa2

Subscribe to this mod's changes

debugging-and-error-recovery is a skill published in the GitHub repository qiuy-collab/AutoFlow.skill (2 stars, last pushed 24d ago), licensed MIT. It adds 53 tokens to every session and 2,387 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. It is 98% identical to debugging-and-error-recovery, differing in 6 lines, and is treated as a copy.

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