ieee-paper-reader

ieee-paper-reader is a skill for Codex from CloudWave818/ieee-skills. It costs 80 tokens per session (476 once invoked), scanned A, original, MIT.

A reading guide for IEEE-style research papers, which are technical papers published by the Institute of Electrical and Electronics Engineers. It turns a paper into a structured brief covering its problem, method, evidence, and limits.

In plain words
What is it for?
Use it for literature reviews, implementation planning, replication, reviewer assessment, citation decisions, or quick paper summaries.
Why use it?
It helps you understand a technical paper systematically instead of producing only a general summary. It also marks information that is missing when you provide only part of a paper.

Skill for Codex

Written for Codex: agents/openai.yaml present.

Good fit Use it for literature reviews, implementation planning, replication, reviewer assessment, citation decisions, or quick paper summaries.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/cloudwave818/ieee-skills/ieee-paper-reader
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add CloudWave818/ieee-skills --skill ieee-paper-reader
Clone the repo
git clone --depth 1 https://github.com/CloudWave818/ieee-skills

Made for: Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for ieee-paper-reader

README.md
[![agentmods](https://agentmods.dev/badge/skills/cloudwave818/ieee-skills/ieee-paper-reader/github.svg)](https://agentmods.dev/skills/cloudwave818/ieee-skills/ieee-paper-reader)
Your own site
<a href="https://agentmods.dev/skills/cloudwave818/ieee-skills/ieee-paper-reader"><img src="https://agentmods.dev/badge/skills/cloudwave818/ieee-skills/ieee-paper-reader/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for ieee-paper-reader

Your own site · 80×15
<a href="https://agentmods.dev/skills/cloudwave818/ieee-skills/ieee-paper-reader"><img src="https://agentmods.dev/badge/skills/cloudwave818/ieee-skills/ieee-paper-reader.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 80 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 476 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00080 $0.00476
Opus 5.5 $0.00032 $0.00190
Sonnet 5.5 $0.00016 $0.00095
Haiku 4.5 $0.00008 $0.00048

Measured 2mo ago against content hash cac3b3a5dc7a, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

ieee-paper-reader scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/ieee-paper-reader/SKILL.md · 60 lines

What it actually says

IEEE Paper Reader Router

Use this skill to turn an IEEE paper into a structured technical brief. Focus on contribution logic, method mechanics, evidence, and reuse value.

Do not provide only a generic summary. Follow the routing protocol and load the selected fragments.

Routing Protocol

  1. Read manifest.yaml.
  2. Read every file listed under always_load.
  3. Detect the axes:
    • reading_purpose: literature-review / implementation / replication / reviewer-assessment / citation-positioning / quick-summary.
    • input_scope: full-paper / abstract-only / introduction-related-work / method-only / experiments-only / figures-tables / excerpt.
    • paper_type: algorithmic / system / hardware / control / communications / signal-processing / survey / general.
    • extraction_focus: contribution / method-pipeline / equations / experiments / limitations / reproducibility / related-work.
    • output_depth: brief / standard / deep.
  4. State the detected axes in one short line.
  5. Load only the matching fragments.
  6. Extract a source-bounded fact base before analysis.
  7. Mark missing information when the input is partial.

Output Contract

Default:

Detected axes: reading_purpose=..., input_scope=..., paper_type=..., extraction_focus=..., output_depth=...

Paper kernel
- Object:
- Method:
- Condition:
- Prior limitation:
- Main contribution:
- Evidence:

Structured notes
[purpose-specific output]

Limitations / missing information
- ...

For implementation or replication, include a checklist of missing details.

For citation positioning, include how the paper should and should not be cited.

Red Lines

Do not invent paper content, equations, results, datasets, or limitations not present in the supplied material.

Do not overquote source text. Summarize and paraphrase.

If the input is only an abstract or excerpt, keep the assessment bounded.

Files

What ships with it

36 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2mo ago First seen · 60 lines · 80 tokens per session scan A cac3b3a5dc7a

Subscribe to this mod's changes

ieee-paper-reader is a skill published in the GitHub repository CloudWave818/ieee-skills (429 stars, last pushed 2mo ago), licensed MIT. It adds 80 tokens to every session and 476 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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