benchmark-reporting SKILL.md skillA
benchmark-reporting from khaledsaeed18/dotclaude is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add khaledsaeed18/dotclaude/benchmark-reporting@git:20260921.c8f5dc3Pins git:20260921.c8f5dc3 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- khaledsaeed18/dotclaude
- Path
.claude-plugin/plugins/thesis/skills/benchmark-reporting/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260921.c8f5dc3, committed Sep 21, 2026
- Size
- 5,115 bytes
- Repository stars
- 5
- License
- MIT
Report computational benchmarks and experimental comparisons the way examiners and reviewers expect: fair baselines run under the same conditions, multiple seeds with variance, hardware and configuration disclosed, tables generated from result files with consistent precision and the best result marked by rule, ablations that isolate each component, and honest treatment of losses and failure cases. Use when writing the results chapter of a systems or ML thesis, when a comparison table needs to…
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
A comparison is credible when the reader can see that every system had the same chance. Most rejected results chapters fail on fairness or on variance, not on the numbers themselves. ## Fairness - **Same conditions**: same hardware, same data splits, same preprocessing, same evaluation script, same budget (epochs, wall-clock, or tokens; state which). Numbers copied from other papers are labelled as such in the table and are not the headline comparison. - **Tuned baselines**: each baseline gets the hyperparameter search the proposed method got, or its authors' recommended settings, stated. Record the search space and budget per system. - **Current baselines**: the strongest published method for the task at thesis time, not a convenient old one. If the strongest is out of reach (compute, code), say so and compare with what is feasible. - **Same metric implementation**: one evaluation script for all systems; metric definitions and any thresholds stated. ## Variance - Every number is a mean over ≥ 3 seeds (or runs, or folds) with SD or a 95% CI, and n stated in the caption. A single run is reported as such and not compared. …
Read the whole file at its exact version.
How to install
mdr add khaledsaeed18/dotclaude/benchmark-reporting@sha256:ce406c701b9ee422The line at the top of this page pins the label git:20260921.c8f5dc3, 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_eqdr6cepwgzq5j3m)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 21, 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 (5115 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
khaledsaeed18/dotclaude · 5 stars · license MIT · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_eqdr6cepwgzq5j3m GET https://markdownregistry.com/api/v1/resolve?ref=khaledsaeed18/dotclaude/benchmark-reporting GET https://markdownregistry.com/api/v1/blob/ce406c701b9ee42221b0d38ff3f29e2f89616bfcc1007e923aef45666289618e
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.
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