jeremylongshore/tons-of-skills-marketplace · plugins/ai-agency/hyperflow/skills/trace/SKILL.md

trace skillA

trace is agent-read markdown (skill) from jeremylongshore/tons-of-skills-marketplace: Use when encountering bugs, test failures, runtime errors, broken builds, or "this doesn't work" reports. Systematic root-cause analysis before any patch — never blind-patches symptoms. Standalone, ends with a final-integration review of the fix. Trigger with /hyperflow:trace, "debug this", "find the root cause", "why is this failing", "this test is broken"..

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 jeremylongshore/tons-of-skills-marketplace/trace@v3.1.3
Exact content
mdr add jeremylongshore/tons-of-skills-marketplace/trace@sha256:cf9da11a65a11ad9

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_2m3qoj2hnwslsypa.svg)](https://markdownregistry.com/a/art_2m3qoj2hnwslsypa)

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Versions

versioncommittedcommitsizeaudit
v3.1.3 latest2026-07-10 129f920 20,683 BA view · diff
v3.1.22026-06-02 6e9558f 20,629 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 (20683 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

jeremylongshore/tons-of-skills-marketplace · 2,771 stars · license MIT · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_2m3qoj2hnwslsypa
GET https://markdownregistry.com/api/v1/resolve?ref=jeremylongshore/tons-of-skills-marketplace/trace
GET https://markdownregistry.com/api/v1/blob/cf9da11a65a11ad9310fb1564e00dbc373c0daff96fdb15f47391d6f18227217

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