Home / rudycity / superagent · .agents/skills/debugging-strategies/SKILL.md · GitHub

debugging-strategies skillA

This file is byte-identical to the first copy the registry indexed. Same content hash, same audit grade.

debugging-strategies is agent-read markdown (skill) from rudycity/superagent: Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack. Use when investigating bugs, performance issues, or unexpected behavior..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

# Debugging Strategies

Transform debugging from frustrating guesswork into systematic problem-solving with proven strategies, powerful tools, and methodical approaches.

## When to Use This Skill

- Tracking down elusive bugs
- Investigating performance issues
- Understanding unfamiliar codebases
- Debugging production issues
- Analyzing crash dumps and stack traces
- Profiling application performance
- Investigating memory leaks
- Debugging distributed systems

## Core Principles

### 1. The Scientific Method

**1. Observe**: What's the actual behavior?
**2. Hypothesize**: What could be causing it?
**3. Experiment**: Test your hypothesis
**4. Analyze**: Did it prove/disprove your theory?
**5. Repeat**: Until you find the root cause

### 2. Debugging Mindset

**Don't Assume:**

- "It can't be X" - Yes it can
- "I didn't change Y" - Check anyway
- "It works on my machine" - Find out why

**Do:**

- Reproduce consistently
- Isolate the problem
- Keep detailed notes
- Question everything
- Take breaks when stuck

### 3. Rubber Duck Debugging

Explain your code and problem out loud (to a rubber duck, colleague, or yourself). Often reveals the issue.

## Systematic Debugging Process
…

Read the whole file at its exact version.

How to install

Latest version
mdr add rudycity/superagent/debugging-strategies@git:20260626.019dba9
Exact content
mdr add rudycity/superagent/debugging-strategies@sha256:f7361b6e479a148f

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_z6ehgo2popqa6eem.svg)](https://markdownregistry.com/a/art_z6ehgo2popqa6eem)

1 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260626.019dba9 latest2026-06-26 019dba9 11,879 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (11879 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

rudycity/superagent · 23 stars · license MIT · pushed 2026-09-22 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_z6ehgo2popqa6eem
GET https://markdownregistry.com/api/v1/resolve?ref=rudycity/superagent/debugging-strategies
GET https://markdownregistry.com/api/v1/blob/f7361b6e479a148fa609aa2b0c377fd09ed254985aa5763f509be38f7e7e9c0d

Your agent does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

More from rudycity/superagent

AGENTS.md@.agents agents
rudycity/superagent · .agents/AGENTS.md
git:20260904.647a093 · audit A · 23 stars
accessibility-compliance skill
rudycity/superagent · .agents/skills/accessibility-compliance/SKILL.md · Implement WCAG 2.2 compliant interfaces with mobile accessibility, inclusive design patterns, and assistive technology…
git:20260626.019dba9 · audit A · 23 stars
adhd skill
rudycity/superagent · .agents/skills/adhd/SKILL.md · Designed to assist users with ADHD (Attention Deficit Hyperactivity Disorder) by mitigating task paralysis, managing…
git:20260724.a9e7b76 · audit A · 23 stars
agent-browser skill
rudycity/superagent · .agents/skills/agent-browser/SKILL.md · Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages…
git:20260626.019dba9 · audit A · 23 stars
airflow-dag-patterns skill
rudycity/superagent · .agents/skills/airflow-dag-patterns/SKILL.md · Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when…
git:20260626.019dba9 · audit A · 23 stars
algorithmic-art skill
rudycity/superagent · .agents/skills/algorithmic-art/SKILL.md · Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users…
git:20260626.019dba9 · audit B · 23 stars
angular-migration skill
rudycity/superagent · .agents/skills/angular-migration/SKILL.md · Migrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency injection updates…
git:20260626.019dba9 · audit A · 23 stars
anti-reversing-techniques skill
rudycity/superagent · .agents/skills/anti-reversing-techniques/SKILL.md · Understand anti-reversing, obfuscation, and protection techniques encountered during software analysis. Use this skill…
git:20260626.019dba9 · audit A · 23 stars
api-design-principles skill
rudycity/superagent · .agents/skills/api-design-principles/SKILL.md · Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight…
git:20260626.019dba9 · audit A · 23 stars
architecture-decision-records skill
rudycity/superagent · .agents/skills/architecture-decision-records/SKILL.md · Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation…
git:20260626.019dba9 · audit A · 23 stars
architecture-patterns skill
rudycity/superagent · .agents/skills/architecture-patterns/SKILL.md · Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven…
git:20260626.019dba9 · audit A · 23 stars
article-writing skill
rudycity/superagent · .agents/skills/article-writing/SKILL.md · Write articles, guides, blog posts, tutorials, newsletter issues, and other long-form content in a distinctive voice…
git:20260802.933d9db · audit A · 23 stars

Every file in rudycity/superagent

Other files named debugging-strategies

debugging-strategies skill
wshobson/agents · plugins/developer-essentials/skills/debugging-strategies/SKILL.md · Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across…
git:20260307.47a5dbc · audit A · 39,929 stars
debugging-strategies skill
dicklesworthstone/pi_agent_rust · tests/ext_conformance/artifacts/agents-wshobson/developer-essentials/skills/debugging-strategies/SKILL.md · Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across…
git:20260205.788be98 · audit A · 1,776 stars
debugging-strategies skill
chainlesschain/chainlesschain · desktop-app-vue/src/main/ai-engine/cowork/skills/builtin/debugging-strategies/SKILL.md · Systematic debugging methodologies for diagnosing and resolving issues
v2.0.0 · audit A · 11 stars

Browse by kind, by grade A, or by owner.