byerlikaya/claude-starter-kit · plugin/skills/systematic-debugging/SKILL.md

systematic-debugging skillA

systematic-debugging is agent-read markdown (skill) from byerlikaya/claude-starter-kit: Root-cause a bug before touching a fix: reproduce, isolate, form and test a hypothesis, confirm the cause, then fix and verify. Stops guess-driven patching. For persistent, intermittent, or "already tried a few things" bugs..

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.

How to install

Latest version
mdr add byerlikaya/claude-starter-kit/systematic-debugging@git:20260730.0bf7183
Exact content
mdr add byerlikaya/claude-starter-kit/systematic-debugging@sha256:7c8d5d5be8143a60

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_ei7uucflui4frxxs.svg)](https://markdownregistry.com/a/art_ei7uucflui4frxxs)

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Versions

versioncommittedcommitsizeaudit
git:20260730.0bf7183 latest2026-07-30 0bf7183 4,181 BA view · diff
git:20260730.f11b8662026-07-30 f11b866 3,902 BA view · diff
git:20260713.8de629b2026-07-13 8de629b 3,894 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 (4181 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

byerlikaya/claude-starter-kit · 22 stars · license MIT · pushed 2026-09-18 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ei7uucflui4frxxs
GET https://markdownregistry.com/api/v1/resolve?ref=byerlikaya/claude-starter-kit/systematic-debugging
GET https://markdownregistry.com/api/v1/blob/7c8d5d5be8143a60b777ee0d63c55cf41fdf498fc59a1eb7cf981744517b8bc0

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.