benchmark-paper-template SKILL.md skillA
benchmark-paper-template from yichen-zju/claude-for-research is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add yichen-zju/claude-for-research/benchmark-paper-template@git:20261001.fde7ef9Pins git:20261001.fde7ef9 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- yichen-zju/claude-for-research
- Path
skills/benchmark-paper-template/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261001.fde7ef9, committed Oct 1, 2026
- Size
- 11,184 bytes
- Repository stars
- 10
- License
- none declared
Structures Benchmark and Evaluation papers using the five-pillar framework (Research Gap, Construction Pipeline, Evaluation Framework, Empirical Findings, optional Companion Method). Returns a completeness audit, a six-part Introduction logic chain, a Section 2-7 skeleton, and a pre-submission checklist. Use when writing a benchmark paper, structuring a benchmark paper, checking whether a benchmark idea is substantive, drafting a benchmark Introduction, or planning the data-construction…
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
# Benchmark Paper Template ## Overview A Benchmark paper does not win by proposing a new algorithm. It wins by defining a new evaluation dimension and shipping a construction pipeline that makes the measurement high-quality, scalable, and reproducible. This skill scaffolds the five pillars a reviewer checks, then gives you a six-part Introduction chain, a Section 2-7 skeleton, and a pre-submission checklist. Stage-specific depth lives in seven reference files under `references/`. ## Core capabilities 1. **Five-pillar completeness audit**: is the Research Gap articulated? Is the Construction Pipeline principled? Is the Evaluation Framework fine-grained? Do the Empirical Findings reveal capability boundaries? Is a Companion Method warranted? 2. **Introduction six-part logic chain**: Background + Running Example, Existing-Benchmark Limitations (no more than three), Research Questions, Design Considerations, Our Proposal, Contributions. 3. **Section skeleton for §2 to §7**: Task and Design Goals, Construction Pipeline, Optional Companion Method, Experiments organized by RQ, Discussion and Research Opportunities, Related Work with benchmark comparison table, Conclusion. …
Read the whole file at its exact version.
How to install
mdr add yichen-zju/claude-for-research/benchmark-paper-template@sha256:daa63e695d0dccd3The line at the top of this page pins the label git:20261001.fde7ef9, 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_hjtvnfap2mgksavb)
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Versions
The registry has recorded 1 version of this file, committed on Oct 1, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
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- 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
yichen-zju/claude-for-research · 10 stars · license none declared · pushed 2026-10-21 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_hjtvnfap2mgksavb GET https://markdownregistry.com/api/v1/resolve?ref=yichen-zju/claude-for-research/benchmark-paper-template GET https://markdownregistry.com/api/v1/blob/daa63e695d0dccd317517b90b92d0f7e3f1f67f104ee5971ad6e9b5c120d3095
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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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