kanevry/session-orchestrator · skills/debug/SKILL.md

debug skillA

debug is agent-read markdown (skill) from kanevry/session-orchestrator: Use when encountering any bug, test failure, build break, or unexpected behavior — runs a 4-phase systematic debugging process before proposing any fix. Iron Law: NO FIXES WITHOUT ROOT CAUSE INVESTIGATION FIRST. Produces a `.orchestrator/debug/` artifact the fixer agent must reference..

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 kanevry/session-orchestrator/debug@git:20260815.957b21b
Exact content
mdr add kanevry/session-orchestrator/debug@sha256:7b8b5fda57c5bab2

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_whnzpnnlspubni2r.svg)](https://markdownregistry.com/a/art_whnzpnnlspubni2r)

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Versions

versioncommittedcommitsizeaudit
git:20260815.957b21b latest2026-08-15 957b21b 7,697 BA view · diff
git:20260525.f0c6bd22026-05-25 f0c6bd2 7,689 BA view · diff
git:20260516.ac3ad042026-05-16 ac3ad04 7,283 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 (7697 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

kanevry/session-orchestrator · 52 stars · license MIT · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_whnzpnnlspubni2r
GET https://markdownregistry.com/api/v1/resolve?ref=kanevry/session-orchestrator/debug
GET https://markdownregistry.com/api/v1/blob/7b8b5fda57c5bab2d99696d81e8521e8a1a5e7fcb0e11a142939e7d4bd1a5085

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