systematic-debugging skillA
systematic-debugging is agent-read markdown (skill) from ed3dai/ed3d-plugins: Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes - four-phase framework (root cause investigation, pattern analysis, hypothesis testing, implementation) that ensures understanding before attempting solutions.
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
mdr add ed3dai/ed3d-plugins/systematic-debugging@git:20260204.611bfd1mdr add ed3dai/ed3d-plugins/systematic-debugging@sha256:f69f833515dfd625Pin 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.
[](https://markdownregistry.com/a/art_c2dyombqcjuepfmy)
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Versions
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260204.611bfd1 latest | 2026-02-04 | 611bfd1 | 9,759 B | A | view · diff |
| git:20260115.cf17c55 | 2026-01-15 | cf17c55 | 9,737 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (9759 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
ed3dai/ed3d-plugins · 249 stars · license none · pushed 2026-09-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_c2dyombqcjuepfmy GET https://markdownregistry.com/api/v1/resolve?ref=ed3dai/ed3d-plugins/systematic-debugging GET https://markdownregistry.com/api/v1/blob/f69f833515dfd625dae9c494423f59f736b02347a39b6eb997c0160b9810ee73
Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.