dicklesworthstone/pi_agent_rust · tests/ext_conformance/artifacts/agents-wshobson/developer-essentials/skills/debugging-strategies/SKILL.md

debugging-strategies skillA

debugging-strategies is agent-read markdown (skill) from dicklesworthstone/pi_agent_rust: Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack. Use when investigating bugs, performance issues, or unexpected behavior..

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 dicklesworthstone/pi_agent_rust/debugging-strategies@git:20260205.788be98
Exact content
mdr add dicklesworthstone/pi_agent_rust/debugging-strategies@sha256:895534dc870b4999

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_3wymkuseupolpwxa.svg)](https://markdownregistry.com/a/art_3wymkuseupolpwxa)

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Versions

versioncommittedcommitsizeaudit
git:20260205.788be98 latest2026-02-05 788be98 12,277 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 (12277 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

dicklesworthstone/pi_agent_rust · 1,745 stars · license NOASSERTION · pushed 2026-09-18 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_3wymkuseupolpwxa
GET https://markdownregistry.com/api/v1/resolve?ref=dicklesworthstone/pi_agent_rust/debugging-strategies
GET https://markdownregistry.com/api/v1/blob/895534dc870b4999e5b847edce6833cebf8f8b5cbe007112b0b76d70251a6bb1

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