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iter-refine-writing

iter-refine-writing is a skill for Claude Code, Codex from eunomia-bpf/research-skills. It costs 145 tokens per session (2,775 once invoked), scanned A, original, no licence file.

A twelve-round review and revision process for the writing of a systems research paper. It covers structure, evaluation questions, reasoning, language, terminology, claims, and citation checks.

In plain words
What is it for?
Use it to revise a systems paper's organization, abstract, introduction, evaluation, consistency, wording, citation use, and final presentation.
Why use it?
It helps find problems at both the whole-paper level and the sentence level through repeated review and fixes.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

not rated 8repo +1 2mo ago A scan 145 tokens no licence

Good fit Use it to revise a systems paper's organization, abstract, introduction, evaluation, consistency, wording, citation use, and final presentation.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/eunomia-bpf/research-skills/iter-refine-writing
View source ↗ eunomia-bpf/research-skills
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 eunomia-bpf/research-skills --skill iter-refine-writing
Clone the repo
git clone --depth 1 https://github.com/eunomia-bpf/research-skills

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 iter-refine-writing

README.md
[![agentmods](https://agentmods.dev/badge/skills/eunomia-bpf/research-skills/iter-refine-writing/github.svg)](https://agentmods.dev/skills/eunomia-bpf/research-skills/iter-refine-writing)
Your own site
<a href="https://agentmods.dev/skills/eunomia-bpf/research-skills/iter-refine-writing"><img src="https://agentmods.dev/badge/skills/eunomia-bpf/research-skills/iter-refine-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 iter-refine-writing

Your own site · 80×15
<a href="https://agentmods.dev/skills/eunomia-bpf/research-skills/iter-refine-writing"><img src="https://agentmods.dev/badge/skills/eunomia-bpf/research-skills/iter-refine-writing.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 145 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,775 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.
Origin unknown 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 $0.00145 $0.02775
Opus 5.5 $0.00058 $0.01110
Sonnet 5.5 $0.00029 $0.00555
Haiku 4.5 $0.00015 $0.00278

Measured 2mo ago against content hash 84cb51cf1ad9, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

iter-refine-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 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/iter-refine-writing/SKILL.md · 110 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

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 · 110 lines · 145 tokens per session scan A 84cb51cf1ad9

Subscribe to this mod's changes

iter-refine-writing is a skill published in the GitHub repository eunomia-bpf/research-skills (8 stars, last pushed 2mo ago), with no licence file. It adds 145 tokens to every session and 2,775 once invoked, about $0.0006 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 2026-08-31.

Related

iter-refine-writing compared with skills from other repositories

iter-refine-writing next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
iter-refine-writingeunomia-bpf/research-skillsSkill82mo agononeA145Claude Code, Codex
imagegenopenai/codexSkill133kyesterdayApache-2.0A113Codex
playwright-climicrosoft/playwrightSkill99kyesterdayApache-2.0A19Claude Code
local-ai-agentsmicrosoft/ai-agents-for-beginnersSkill79k4d agoMITA200Claude Code, Codex
systematic-debuggingobra/superpowersSkill313k3d agoMITA21Claude Code
next-cache-components-adoptionvercel/next.jsSkill143kyesterdayMITA95Claude Code
next-partial-prefetching-adoptionvercel/next.jsSkill143kyesterdayMITA103Claude Code