research-paper-writing SKILL.md skillA
research-paper-writing from mateaix/mateclaw is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add mateaix/mateclaw/research-paper-writing@v1.1.0Pins v1.1.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- mateaix/mateclaw
- Path
mateclaw-server/src/main/resources/skills/research-paper-writing/SKILL.md- Versions recorded
- 1
- Latest version
- v1.1.0, committed May 1, 2026
- Size
- 103,066 bytes
- Repository stars
- 1,185
- License
- Apache-2.0
Write ML papers for NeurIPS/ICML/ICLR: design→submit.
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
# Research Paper Writing Pipeline End-to-end pipeline for producing publication-ready ML/AI research papers targeting **NeurIPS, ICML, ICLR, ACL, AAAI, and COLM**. This skill covers the full research lifecycle: experiment design, execution, monitoring, analysis, paper writing, review, revision, and submission. This is **not a linear pipeline** — it is an iterative loop. Results trigger new experiments. Reviews trigger new analysis. The agent must handle these feedback loops. <!-- ascii-guard-ignore --> ``` ┌─────────────────────────────────────────────────────────────┐ │ RESEARCH PAPER PIPELINE │ │ │ │ Phase 0: Project Setup ──► Phase 1: Literature Review │ │ │ │ │ │ ▼ ▼ │ │ Phase 2: Experiment Phase 5: Paper Drafting ◄──┐ │ │ Design │ │ │ │ │ ▼ │ │ │ ▼ Phase 6: Self-Review │ │ …
Read the whole file at its exact version.
How to install
mdr add mateaix/mateclaw/research-paper-writing@sha256:00e29af85d51e034The line at the top of this page pins the label v1.1.0, 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_z7l2shk7neb4ttlt)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on May 1, 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 (103066 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
mateaix/mateclaw · 1,185 stars · license Apache-2.0 · pushed 2026-11-05 · branch dev
API
GET https://markdownregistry.com/api/v1/artifacts/art_z7l2shk7neb4ttlt GET https://markdownregistry.com/api/v1/resolve?ref=mateaix/mateclaw/research-paper-writing GET https://markdownregistry.com/api/v1/blob/00e29af85d51e0340a0dec34322522b37bbc19a7ee19f78db56e1cb04475bd1e
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.
More from mateaix/mateclaw
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