blackbelttechnology/pi-agent-dashboard · packages/eng-disciplines/.pi/skills/systematic-debugging/SKILL.md

systematic-debugging skillA

systematic-debugging is agent-read markdown (skill) from blackbelttechnology/pi-agent-dashboard: Root-cause a bug already in front of you, instead of guessing at fixes. Use on triggers like "root cause this", "why is this failing", "debug systematically", "this test is flaky", "it works locally but not in CI", or when a fix attempt has already failed once. Enforces a phased evidence-first process before any code change. Not a feature-build or ship workflow..

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 blackbelttechnology/pi-agent-dashboard/systematic-debugging@git:20260716.a5e1107
Exact content
mdr add blackbelttechnology/pi-agent-dashboard/systematic-debugging@sha256:d978a8f081e0fe17

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_izwfvkkyn7ywyc6e.svg)](https://markdownregistry.com/a/art_izwfvkkyn7ywyc6e)

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Versions

versioncommittedcommitsizeaudit
git:20260716.a5e1107 latest2026-07-16 a5e1107 7,476 BA view · diff
git:20260704.d05f7482026-07-04 d05f748 7,476 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 (7476 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

blackbelttechnology/pi-agent-dashboard · 292 stars · license MIT · pushed 2026-09-18 · branch develop

API

GET https://markdownregistry.com/api/v1/artifacts/art_izwfvkkyn7ywyc6e
GET https://markdownregistry.com/api/v1/resolve?ref=blackbelttechnology/pi-agent-dashboard/systematic-debugging
GET https://markdownregistry.com/api/v1/blob/d978a8f081e0fe17c6d33c43dfa91b9ca6d4bb51535e192fe5d07e2bdab72fb0

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