write-economics-introduction

write-economics-introduction is a skill for Codex from mimaowang/econ-writing-skills. It costs 186 tokens per session (1,733 once invoked), scanned A, original, MIT.

A writing guide for producing the introduction of an economics research paper—the opening section that explains the question, answer, evidence, findings, and contribution.

In plain words
What is it for?
Use it to draft, rewrite, shorten, restructure, position, audit, or fact-check introductions for economics papers.
Why use it?
It helps make the paper's argument and place in existing research clear without presenting unsupported claims or treating the introduction as a longer abstract.

Skill for Codex

Written for Codex: agents/openai.yaml present.

Good fit Use it to draft, rewrite, shorten, restructure, position, audit, or fact-check introductions for economics papers.

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Install with agentmods
npx agentmods add skills/mimaowang/econ-writing-skills/write-economics-introduction
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 mimaowang/econ-writing-skills --skill write-economics-introduction
Clone the repo
git clone --depth 1 https://github.com/mimaowang/econ-writing-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 write-economics-introduction

README.md
[![agentmods](https://agentmods.dev/badge/skills/mimaowang/econ-writing-skills/write-economics-introduction/github.svg)](https://agentmods.dev/skills/mimaowang/econ-writing-skills/write-economics-introduction)
Your own site
<a href="https://agentmods.dev/skills/mimaowang/econ-writing-skills/write-economics-introduction"><img src="https://agentmods.dev/badge/skills/mimaowang/econ-writing-skills/write-economics-introduction/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 write-economics-introduction

Your own site · 80×15
<a href="https://agentmods.dev/skills/mimaowang/econ-writing-skills/write-economics-introduction"><img src="https://agentmods.dev/badge/skills/mimaowang/econ-writing-skills/write-economics-introduction.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 186 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,733 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 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 $0.00186 $0.01733
Opus 5 $0.00093 $0.00866
Sonnet 5 $0.00037 $0.00347
Haiku 4.5 $0.00019 $0.00173

Measured 12d ago against content hash 85c63be717f5, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

write-economics-introduction 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 12d ago.

The scan reads SKILL.md. This mod also ships 1 executable file (scripts/validate_output.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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/write-economics-introduction/SKILL.md · 67 lines

How it starts

The opening of the file, as written. The whole thing — 67 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Write an Economics Introduction

Write an English introduction that lets an informed reader recover the paper's question, answer, credibility, main findings, and verified place in the literature without receiving a false impression. An introduction is an argument about a completed or substantially developed paper, not a longer abstract and not a fixed paragraph template.

Start here

Read references/runtime-core.md completely on every invocation. It contains the closed-world evidence rules, cold classification, fact and literature ledgers, contribution test, composition spine, and private final audits. Do not draft from this file or the frontmatter alone.

Treat detailed references as normative resources that are loaded when their issue arises. Read only the routed sections unless a route says to read the whole file. Search headings first, then read the complete selected section with enough neighboring text to preserve qualifications.

Choose the mode

Infer the narrowest mode that fulfills the request:

  • draft writes a new introduction from the paper body and verified positioning material.
  • rewrite reconstructs existing prose so its hierarchy and claims match the delivered paper.
  • outline provides paragraph functions and their evidence needs without silently turning them into prose.
  • audit diagnoses factual fidelity, argument, positioning, structure, length, and style; it rewrites only when asked.
  • fact-check maps claims to manuscript and cited-source evidence and identifies conflicts or unsupported additions.
  • positioning examines gaps, closest work, contributions, and citation support without rewriting unrelated prose.

Polishing never authorizes factual, causal, mechanism, scope, citation, or novelty drift. Do not alter manuscript files unless the user explicitly asks for file edits.

Route the detailed knowledge

First cold-read the user's materials and privately freeze the mode, evidence universe, central object, headline claim type, paper type, positioning burden, and readiness. Do this before reading type examples, calibration cases, evals, or historical test feedback. Examples are diagnostic counterexamples, never evidence for the current paper.

Read the full file on GitHub · 67 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. 12d ago First seen · 67 lines · 186 tokens per session scan A 85c63be717f5

Subscribe to this mod's changes

write-economics-introduction is a skill published in the GitHub repository mimaowang/econ-writing-skills (6 stars, last pushed 1mo ago), licensed MIT. It adds 186 tokens to every session and 1,733 once invoked, about $0.0009 per session on Opus 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.

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