survey-paper-writing

survey-paper-writing is a skill for Claude Code, Codex from hdu-ailab/EasyResearch. It costs 63 tokens per session (2,663 once invoked), scanned A, original, MIT.

A writing guide for survey, review, tutorial, and literature-synthesis papers. These papers organize and compare existing research instead of presenting a new experimentally tested method.

In plain words
What is it for?
Use it to plan, outline, draft, revise, or complete a paper that groups findings across multiple sources, builds a taxonomy, maps coverage, compares approaches, or proposes research directions.
Why use it?
It helps keep claims tied to verified papers and prevents invented citations, results, classifications, or broad conclusions. It also clarifies when a research-paper workflow is more suitable.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to plan, outline, draft, revise, or complete a paper that groups findings across multiple sources, builds a taxonomy, maps coverage, compares approaches, or proposes research directions.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/hdu-ailab/easyresearch/survey-paper-writing
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 hdu-ailab/EasyResearch --skill survey-paper-writing
Clone the repo
git clone --depth 1 https://github.com/hdu-ailab/EasyResearch

Made for: Claude Code, 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 survey-paper-writing

README.md
[![agentmods](https://agentmods.dev/badge/skills/hdu-ailab/easyresearch/survey-paper-writing/github.svg)](https://agentmods.dev/skills/hdu-ailab/easyresearch/survey-paper-writing)
Your own site
<a href="https://agentmods.dev/skills/hdu-ailab/easyresearch/survey-paper-writing"><img src="https://agentmods.dev/badge/skills/hdu-ailab/easyresearch/survey-paper-writing/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 survey-paper-writing

Your own site · 80×15
<a href="https://agentmods.dev/skills/hdu-ailab/easyresearch/survey-paper-writing"><img src="https://agentmods.dev/badge/skills/hdu-ailab/easyresearch/survey-paper-writing.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 63 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,663 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 $0.00063 $0.02663
Opus 5.5 $0.00025 $0.01065
Sonnet 5.5 $0.00013 $0.00533
Haiku 4.5 $0.00006 $0.00266

Measured 1mo ago against content hash 0d39d4731b89, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

survey-paper-writing 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 1mo 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.

src/skills/survey-paper-writing/SKILL.md · 283 lines

How it starts

The opening of the file, as written. The whole thing — 283 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Survey Paper Writing

Scope

Use this Skill for a survey, review, tutorial, or literature-synthesis manuscript. The core contribution is evidence-backed organization and synthesis across papers. Do not require baselines, a proposed model, five seeds, or ablations unless the requested survey includes an original benchmark or other empirical study.

Use research-paper-writing for an empirical method paper. Use paper-material-package through Search when the source package is missing or does not support the requested coverage. Never invent a citation, result, taxonomy assignment, or field-wide conclusion.

Required Inputs

Inspect these exact-cwd artifacts:

  • ref_papers/source.json
  • ref_papers/paper-notes.md
  • selected readable sources under ref_papers/text/ and PDFs when needed
  • existing files under manuscript/
  • the topic, review scope, expected paper count, date/source constraints, target audience or venue when supplied, and drafting authority carried by dispatch

Follow another existing layout only when the dispatch explicitly identifies it.

Survey Readiness Gate

Draft survey prose only when all required conditions hold or the dispatch records an explicit accepted limitation:

  • The intended review scope and exclusions are clear enough to judge coverage.
  • The material package meets the expected paper count, or the accepted shortfall and its consequence are explicit.
  • source.json and paper-notes.md have one-to-one stable note_key coverage.
  • Papers used for substantive claims have complete factual cards and readable sources with evidence locators.
  • Foundational work and relevant recent work are represented for the stated scope; frontier-only search results are not presented as field-complete.
  • Bibliographic metadata and planned citation keys are verified.
  • The dispatch explicitly authorizes the requested full draft or section. An initial request to complete the survey counts as full-draft authority.

Partial cards may remain as metadata-only context, but do not use them to support claims beyond their available evidence. If the gate fails, write manuscript/writing-readiness-report.md with the verdict, usable coverage, blocking gaps, a targeted Search request, and the drafting scope currently safe.

Read the full file on GitHub · 283 lines

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. 1mo ago Changed · +7 lines 0d39d4731b89
  2. 1mo ago Changed · +57 lines bcfce077c597
  3. 1mo ago First seen · 219 lines · 63 tokens per session scan A c418b695a3e4

Subscribe to this mod's changes

survey-paper-writing is a skill published in the GitHub repository hdu-ailab/EasyResearch (14 stars, last pushed today), licensed MIT. It adds 63 tokens to every session and 2,663 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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