Agent Plugins Hub
Industry-standard reviewTestingv1.0.0

imwenyaot-skills Agent Plugin

Agent Skills for academic paper work: training-pipeline diagnosis, drafting and review, publication figures, and getting a manuscript through a journal — source, packet, and response to reviewers. This catalog entry is pinned to reviewed commit c7cdd5806da6 and records a qualification score of 93/100.

View source Install plugin
0 repository stars MIT Updated Aug 9, 2026

Independent catalog review

Qualification snapshot

Qualified

Format

100/100

Quality

86/100

Qualified

93/100

Scores reflect package format and editorial quality checks at the fixed reviewed commit. They are not popularity ratings or security guarantees.

Installation

Install Imwenyaot Skills

Install the plugin from ImWenyaoT/skills at .. The generated command uses sparse checkout and keeps the reviewed repository path visible.

Terminal · Git sparse checkout
git clone --depth 1 https://github.com/ImWenyaoT/skills.git
cd skills
Review the fixed manifest and documentation before enabling the plugin.
Confirm your agent client supports the declared Agent Plugins specification.
Inspect required credentials, commands, network access, and side effects in the upstream source.

Explainable standards check

Latest official standard could not be confirmed

Official latest version: 1.0.0 (Working Draft). The value is read from the official specification and cached for one day.

Read the official specification

This is a static package-format check, not a security audit, quality score, malware scan, or guarantee of client compatibility.

Source package available for inspection

The package could not be checked: plugin.json returned 429.

Static source inspection

Independent catalog review

Why this plugin qualified

This is the original assessment excerpt captured during manual catalog selection. It describes review evidence, not a security guarantee or user rating.

A well-structured multi-skill plugin for academic machine-learning and paper workflows. It provides five clearly scoped skills covering training diagnosis, run comparison, paper writing, figure production, and journal submission/reviewer responses. The repository includes substantial references, LaTeX and response-letter assets, helper scripts, smoke tests, repository validation, trigger cases, CI configuration, installation guidance, and MIT licensing. This supports strong practical usefulness,…

Capabilities

What can you do with imwenyaot-skills?

Agent Skills for academic paper work: training-pipeline diagnosis, drafting and review, publication figures, and getting a manuscript through a journal — source, packet, and response to reviewers.

The reviewed package declares 5 skill(s), 0 MCP configuration(s), and 1 additional resource(s).

  • Use the comparing-runs skill from the reviewed package
  • Use the drawing-figures skill from the reviewed package
  • Use the publishing-papers skill from the reviewed package
  • Inspect the included issue-tracker resource
  • Review the fixed plugin manifest at commit c7cdd5806da6
  • Install the package from ImWenyaoT/skills/.

Reviewed package scope

Agent Skills for academic paper work: training-pipeline diagnosis, drafting and review, publication figures, and getting a manuscript through a journal — source, packet, and response to reviewers.

Fixed-source qualification

Inspect the package at commit c7cdd5806da6 with recorded format, quality, and qualification evidence.

Practical workflow

A source-backed Imwenyaot Skills workflow

Pass 01 / Inspect

Review the fixed source

Inspect plugin.json, the linked documentation, package inventory, license, and qualification excerpt at the reviewed commit.

Pass 02 / Verify

Install and validate locally

Install from the pinned repository path, confirm the client discovers the declared components, and review permissions before real use.

Package contents

What is included in imwenyaot-skills?

imwenyaot-skills declares 5 Skills, 0 MCP configurations, and 1 additional resource. The included-file links below point to the reviewed source repository.

Agent Skills

5

comparing-runs, drawing-figures, publishing-papers, training-models, writing-papers

MCP servers

0

No runtime service

Package format

Agent Plugins

Official latest 1.0.0

plugin.json

plugin.json from the fixed reviewed source snapshot.

README.md

README.md from the fixed reviewed source snapshot.

LICENSE

LICENSE from the fixed reviewed source snapshot.

Synced source content

Repository README

View original README

This README snapshot is stored by Agent Plugins Hub and refreshed by the daily GitHub synchronization pipeline. Remote images and embedded content are not loaded.

Source
https://github.com/ImWenyaoT/skills#readme

This repository does not currently provide a README snapshot. The plugin instructions below remain available.

Source documentation

Imwenyaot Skills source documentation

Request update View raw README.md

Rendered from the linked GitHub source. Raw HTML is disabled, scripts cannot execute, remote images are omitted, and external links open separately.

Catalog scope

This page describes the fixed source snapshot selected for the Agent Plugins Hub catalog. It does not extend the upstream package's claims.

Package summary

Agent Skills for academic paper work: training-pipeline diagnosis, drafting and review, publication figures, and getting a manuscript through a journal — source, packet, and response to reviewers.

Reviewed package inventory

  • Skills: comparing-runs, drawing-figures, publishing-papers, training-models, writing-papers
  • MCP configurations: None declared
  • Additional resources: issue-tracker
  • Plugin directory: .
  • Reviewed commit: c7cdd5806da6dffb908eb0c68ebbeb59c92a93b3

Qualification snapshot

  • Industry-standard format score: 100/100
  • Plugin quality score: 86/100
  • Qualification score: 93/100
  • Classification: agent-plugin

Editorial assessment excerpt

A well-structured multi-skill plugin for academic machine-learning and paper workflows. It provides five clearly scoped skills covering training diagnosis, run comparison, paper writing, figure production, and journal submission/reviewer responses. The repository includes substantial references, LaTeX and response-letter assets, helper scripts, smoke tests, repository validation, trigger cases, CI configuration, installation guidance, and MIT licensing. This supports strong practical usefulness,…

The source CSV stores a 500-character assessment excerpt, so the paragraph above may end mid-sentence. It is review evidence, not a security guarantee or user rating.

Installation and verification

  1. Inspect the linked manifest and source documentation at the reviewed commit.
  2. Install from ImWenyaoT/skills using the plugin directory ..
  3. Confirm your client discovers the declared components.
  4. Review credentials, commands, network access, permissions, and consequential side effects before use.

Provenance

Manifest: https://github.com/ImWenyaoT/skills/blob/c7cdd5806da6dffb908eb0c68ebbeb59c92a93b3/plugin.json

The catalog entry is pinned to the exact commit used during qualification. Upstream content may change after that snapshot.

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