ieee-skills

CloudWave818/ieee-skills 10 Codex skills MIT License Chinese + English docs

Search terms: CloudWave818/ieee-skills, github.com/CloudWave818/ieee-skills, ieee-skills.

Latest Update

2026-08-12: adopted Issue #1 and added ieee-summarize, a pre-writing skill that turns messy folders of idea notes, experiment logs, source code, AI chat exports, paper summaries, and related-work candidates into an IEEE Research Brief. The update also adds AI-like prose repair and reviewer-comment quality audits for generic, contradictory, unsupported, or template-like comments.

2026-08-02: ieee-figure-table now includes a four-panel multimodal DRL / neural-network framework diagram demo for IEEE-style learning-based control, resource allocation, robotics, edge intelligence, and power-system papers.

2026-08-01: ieee-figure-table includes a polished IEEE matplotlib house-style helper, visual-style rules, plotting API guidance, a hybrid figure workflow, and rebuilt demo figures for SNR robustness, accuracy-latency Pareto evidence, and ablation tables. The new demos use multi-panel evidence layouts, dedicated legend/summary panels, text-safe margins, and visible baselines. Hybrid figures can combine Python/R base panels with Illustrator, Inkscape, PowerPoint, Figma, or draw.io finishing while keeping an edit log.

IEEE SubmitCheck

The flagship workflow is a pre-submission evidence audit, not a generic writing pass.

SummarizeNotes, code, logs, papers

DraftManuscript, figures, refs

ReviewCritical / Major / Minor risks

ExperimentsClaim-evidence matrix

FiguresFirst-impression audit

CitationsSupport and metadata

LaTeXIEEEtran and PDF checks

Why It Exists

IEEE manuscript problems are often not only language problems. They are engineering-evidence problems.

Messy research materialsIdeas, code, AI chats, experiment logs, and literature summaries are scattered before writing starts.

Weak motivationAbstracts and introductions omit object, condition, and engineering harm.

Unsupported claimsExperiments exist, but they do not map cleanly to the stated claims.

Unconvincing baselinesComparisons use weak, old, or unfair baselines.

Hidden engineering costAccuracy improves, but latency, complexity, robustness, or deployment cost is missing.

Figure first-impression riskPlots fail after IEEE two-column scaling or captions do not state the takeaway.

AI-like prose or weak reviewsProse sounds template-like, or reviewer comments are generic, contradictory, or unsupported.

Weak revision packageReviewer responses explain instead of showing concrete changes and new evidence.

Engineering Evidence Chain

IEEE-style papers should make the technical problem, constraint, method rationale, and evidence easy to inspect.

ObjectWhat system or task?

ConditionWhat constraint or scenario?

HarmWhy does it matter?

LimitationWhere do prior methods fail?

RationaleWhy this method?

EvidenceWhich results prove it?

Example Deliverables

Research briefmessy folder to IEEE writing input

Pre-submission checkreviewer risk report

Claim-evidence matrixexperiment proof gaps

Abstract polishingobject-condition-evidence rewrite

Figure/table auditSVG demos and captions

DRL framework demofour-panel multimodal architecture figure

IEEE plotting stylematplotlib house-style helper

Hybrid figure workflowcode base panels + vector finishing + edit log

Reviewer responsepoint-by-point response shape

LaTeX diagnosisIEEEtran layout fix pattern

Skills

ieee-summarizeConvert messy notes, code, logs, AI chats, literature summaries, and related-work candidates into an IEEE Research Brief.

ieee-writingDraft IEEE-style titles, abstracts, introductions, methods, experiments, conclusions, and contribution statements.

ieee-polishingPolish or translate technical prose into precise IEEE-style English, including AI-like prose repair.

ieee-reviewerAssess manuscripts and reviewer-comment quality with IEEE-style gates: scope, novelty, validity, data, clarity, compliance, and advancement.

ieee-experimentAudit claim-evidence alignment, baselines, ablations, robustness, complexity, and reproducibility.

ieee-figure-tableCheck figure/table readability, captions, accessibility, layout, first-impression risks, and polished IEEE matplotlib house style.

ieee-responseDraft point-by-point responses, rebuttals, revision plans, and cover letters.

ieee-latexFix IEEEtran LaTeX, floats, equations, algorithms, tables, BibTeX, and PDF checks.

ieee-citationCheck BibTeX, reference metadata, IEEE format, DOI fields, and citation logic.

ieee-paper-readerExtract contributions, methods, equations, experiments, limitations, reproducibility details, and citation positioning.

Quick Start

Goal	Skill	Prompt
Summarize messy research materials	`ieee-summarize`	`Use $ieee-summarize to turn this folder of notes, code, experiment logs, and paper summaries into an IEEE Research Brief.`
Draft a section	`ieee-writing`	`Use $ieee-writing to draft an IEEE-style introduction from my problem statement and contributions.`
Polish English	`ieee-polishing`	`Use $ieee-polishing to polish this abstract into concise IEEE-style technical English.`
Repair AI-like prose	`ieee-polishing`	`Use $ieee-polishing to identify AI-like prose and revise it into natural, evidence-grounded IEEE writing.`
Pre-review a manuscript	`ieee-reviewer`	`Use $ieee-reviewer to evaluate this manuscript like an IEEE Transactions reviewer.`
Audit experiments	`ieee-experiment`	`Use $ieee-experiment to build a claim-evidence matrix and tell me which experiments are missing.`

Install

git clone https://github.com/CloudWave818/ieee-skills.git
cd ieee-skills
bash scripts/update-codex-skills.sh

Windows users can run:

powershell -NoProfile -ExecutionPolicy Bypass -File .\scripts\update-codex-skills.ps1

Source Basis

The project follows public IEEE author resources where possible and keeps a clear unofficial disclaimer.

Support the Project

If ieee-skills has saved you time, you can support its continued maintenance. Donations are entirely optional and do not affect access to any feature or the open-source license.