debugging-strategies

debugging-strategies is a skill for Claude Code, Codex from rmyndharis/antigravity-skills. It costs 43 tokens per session (235 once invoked), scanned A, original, MIT.

A systematic debugging guide for reproducing problems, forming hypotheses, and testing them with controlled experiments. It also covers profiling, instrumentation, crash dumps, distributed systems, and production incidents.

In plain words
What is it for?
Use it to investigate bugs and performance issues, analyze production incidents and crash dumps, debug distributed systems, and document findings.
Why use it?
It gives developers a method for investigating difficult or intermittent issues when the cause is not obvious. Narrowing the search and recording evidence makes the final fix easier to verify.

Skill for Claude CodeCodex

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

Good fit Use it to investigate bugs and performance issues, analyze production incidents and crash dumps, debug distributed systems, and document findings.

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Install with agentmods
npx agentmods add skills/rmyndharis/antigravity-skills/debugging-strategies
About the project

Antigravity Skill Vault is a collection of reusable Agent Skills for Google Antigravity, covering software development, operations, security, and business work. It is for people who want Antigravity agents to follow specialized expertise, personas, and structured workflows. The catalogue skills are entries from this collection.

rmyndharis/antigravity-skills · 1,529 stars · on GitHub

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 rmyndharis/antigravity-skills --skill debugging-strategies
Clone the repo
git clone --depth 1 https://github.com/rmyndharis/antigravity-skills

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-strategies

README.md
[![agentmods](https://agentmods.dev/badge/skills/rmyndharis/antigravity-skills/debugging-strategies/github.svg)](https://agentmods.dev/skills/rmyndharis/antigravity-skills/debugging-strategies)
Your own site
<a href="https://agentmods.dev/skills/rmyndharis/antigravity-skills/debugging-strategies"><img src="https://agentmods.dev/badge/skills/rmyndharis/antigravity-skills/debugging-strategies/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-strategies

Your own site · 80×15
<a href="https://agentmods.dev/skills/rmyndharis/antigravity-skills/debugging-strategies"><img src="https://agentmods.dev/badge/skills/rmyndharis/antigravity-skills/debugging-strategies.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 43 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 235 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. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
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 $0.00043 $0.00235
Opus 5 $0.00022 $0.00118
Sonnet 5 $0.00009 $0.00047
Haiku 4.5 $0.00004 $0.00023

Measured 8d ago against content hash daaa27e7033f, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

debugging-strategies 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 8d 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.

skills/debugging-strategies/SKILL.md · 35 lines

What it actually says

Debugging Strategies

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

Use this skill when

  • Tracking down elusive bugs
  • Investigating performance issues
  • Debugging production incidents
  • Analyzing crash dumps or stack traces
  • Debugging distributed systems

Do not use this skill when

  • There is no reproducible issue or observable symptom
  • The task is purely feature development
  • You cannot access logs, traces, or runtime signals

Instructions

  • Reproduce the issue and capture logs, traces, and environment details.
  • Form hypotheses and design controlled experiments.
  • Narrow scope with binary search and targeted instrumentation.
  • Document findings and verify the fix.
  • If detailed playbooks are required, open resources/implementation-playbook.md.

Resources

  • resources/implementation-playbook.md for detailed debugging patterns and checklists.
Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 8d ago First seen · 35 lines · 43 tokens per session scan A daaa27e7033f

Subscribe to this mod's changes

debugging-strategies is a skill published in the GitHub repository rmyndharis/antigravity-skills (1,529 stars, last pushed 1mo ago), licensed MIT. It adds 43 tokens to every session and 235 once invoked, about $0.0002 per session on Opus 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.