ebench-debug skillA
ebench-debug is agent-read markdown (skill) from internrobotics/ebench: Diagnose EBench evaluation failures, stalled workers, transport errors, invalid actions, and unexpectedly low scores using logs and episode artifacts..
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.
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@git:20260923.5985d56mdr add internrobotics/ebench/ebench-debug@sha256:e98b4f28d71309e7Pin 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.
[](https://markdownregistry.com/a/art_umzqo5ccdkpi467i)
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Versions
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 · 140 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 agent 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.