ebench-debug SKILL.md skillA
ebench-debug from internrobotics/ebench is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add internrobotics/ebench/ebench-debug@git:20260923.5985d56Pins git:20260923.5985d56 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- internrobotics/ebench
- Path
skills/ebench-debug/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260923.5985d56, committed Sep 23, 2026
- Size
- 3,446 bytes
- Repository stars
- 149
- License
- MIT
Diagnose EBench evaluation failures, stalled workers, transport errors, invalid actions, and unexpectedly low scores using logs and episode artifacts.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Diagnose an EBench run Work from the EBench root. Obtain the failing command with credentials redacted, run ID, worker ID, first relevant traceback, checkpoint/config, and whether the failure occurs during loading, readiness, reset, inference, step, or result saving. Read existing logs before rerunning anything. ## Isolate the failing layer | Evidence | Next useful check | | --- | --- | | Import/config/weight failure | Active interpreter, installed package path, pinned submodules, baseline overlays, checkpoint files/statistics; server restart will not fix a local import. | | Online task pending | Query the existing task with `gmp online ready`; distinguish scheduling from failure and retain its task ID. | | Authentication or route failure | Distinguish platform URL from evaluation endpoint; check run ID and credential presence without printing credentials. | | Reset timeout | Compare readiness, status and server logs if available. Asset loading and worker failure are hypotheses until supported. `EvalClient.reset()` kills/recreates its workers, so it is not a read-only probe. | …
Read the whole file at its exact version.
How to install
mdr add internrobotics/ebench/ebench-debug@sha256:e98b4f28d71309e7The line at the top of this page pins the label git:20260923.5985d56, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_umzqo5ccdkpi467i)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 23, 2026.
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 (3446 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
internrobotics/ebench · 149 stars · license MIT · pushed 2026-09-24 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_umzqo5ccdkpi467i GET https://markdownregistry.com/api/v1/resolve?ref=internrobotics/ebench/ebench-debug GET https://markdownregistry.com/api/v1/blob/e98b4f28d71309e7024f37e9aaed549318789eabc09ca582403b5c6fb1d8cafa
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.