What is systematic-debugging?

A step-by-step method for investigating bugs, failed tests, and unexpected software behaviour. It focuses on finding the underlying cause before applying a fix.

Use it to investigate technical issues, study failure patterns, test possible explanations, and implement fixes.

It reduces guesswork and helps avoid quick changes that hide the problem or introduce another one.

How AbdullahMalik17/Hacathan_5 configures Claude Code

Reuse

Borrowing it

Nothing to install: this file belongs to AbdullahMalik17/Hacathan_5. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file

curl -O https://raw.githubusercontent.com/AbdullahMalik17/Hacathan_5/main/.claude/skills/systematic-debugging/SKILL.md

Clone the repo

git clone --depth 1 https://github.com/AbdullahMalik17/Hacathan_5

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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/abdullahmalik17/hacathan_5/systematic-debugging/github.svg)](https://agentmods.dev/skills/abdullahmalik17/hacathan_5/systematic-debugging)

Your own site

<a href="https://agentmods.dev/skills/abdullahmalik17/hacathan_5/systematic-debugging"><img src="https://agentmods.dev/badge/skills/abdullahmalik17/hacathan_5/systematic-debugging/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/abdullahmalik17/hacathan_5/systematic-debugging"><img src="https://agentmods.dev/badge/skills/abdullahmalik17/hacathan_5/systematic-debugging.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 80 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 1,310 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.

Model	Per session	Once invoked
Fable 5.1	$0.00080	$0.01310
Opus 5.5	$0.00032	$0.00524
Sonnet 5.5	$0.00016	$0.00262
Haiku 4.5	$0.00008	$0.00131

Measured 2mo ago against content hash 993e537ababe, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

systematic-debugging 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 2mo ago.

The scan reads SKILL.md. This mod also ships 1 executable file (scripts/verify.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

.claude/skills/systematic-debugging/SKILL.md · 179 lines

The source is not reproduced here

No licence file

Read it on GitHub

Files

What ships with it

2 files 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.

2mo ago First seen · 179 lines · 80 tokens per session scan A 993e537ababe

Subscribe to this mod's changes

systematic-debugging is a skill published in the GitHub repository AbdullahMalik17/Hacathan_5 (9 stars, last pushed 8mo ago), with no licence file. It adds 80 tokens to every session and 1,310 once invoked, about $0.0003 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.

Debugging ai ai-agents kafka

systematic-debugging next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
systematic-debuggingAbdullahMalik17/Hacathan_5	Skill	9	8mo ago	none	A	80	Claude Code
session-logsKafClaw/KafClaw	Skill	21	yesterday	Apache-2.0	A	16	Claude Code, Codex
sbk-distributed-benchmark-runnerkmgowda/SBK	Skill	36	1mo ago	Apache-2.0	A	105	Codex
troubleshoot-kafkanetdata/skills	Skill	2	29d ago	Apache-2.0	A	74	Claude Code
systematic-debuggingopen-metadata/OpenMetadata	Skill	16k	yesterday	Apache-2.0	A	37	Claude Code
log-error-digestzebbern/claude-code-guide	Skill	4.7k	3d ago	MIT	A	71	Claude Code, Codex
cwv-optimizeradobe/skills	Skill	319	yesterday	Apache-2.0	A	112	Claude Code

Hacathan_5: Skill for Claude Code