A skill your agent uses when an Economic Policy (EP) manuscript's prose reads like a technical report instead of accessible policy writing.

MITAuto-check passedWriting & Content

Install Ecopol Writing Style

skills CLI
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ecopol-writing-style -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install brycewang-stanford/Awesome-Journal-Skills ecopol-writing-style --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Economic-Policy-Skills/skills/ecopol-writing-style .claude/skills/ecopol-writing-style && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
ecopol-writing-style
GitHub stars
1.2k
Token cost
~1.1k tokens
SKILL.md length
580 words
Files
1
Skills in repo
2,387
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses when an Economic Policy (EP) manuscript's prose reads like a technical report instead of accessible policy writing.

  • Works in 5 steps: The policy question and why it is live… → What we find — the magnitude, in plain… → Why it is credible — one plain sentence… → …
  • An Economic Policy (EP) manuscripts prose reads like a technical report instead of accessible policy writing
  • SKILL.md covers When to trigger, EP's defining house style:…, The EP intro structure (write… and Sentence- and section-level…, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Ecopol Writing Style is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when an Economic Policy (EP) manuscript's prose reads like a technical report instead of accessible policy writing. Rewrites for the EP dual audience — non-technical main text, rigor in the appendix; it does not invent evidence or citations.

Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Writing & Content, covering Brand voice and tone, Policy and terms drafting and Citation management. The repository describes itself as: Journal-specific Claude Code/Codex skill packs covering mainstream journals — AER, QJE, Nature, Cell, 管理世界, 经济研究 & 200+ more — your fast track to getting published. | 覆盖主流期刊的… The licence is MIT.

When your agent uses it

  • An Economic Policy (EP) manuscripts prose reads like a technical report instead of accessible policy writing
  • Tasks that involve Brand voice and tone
  • Tasks that involve Policy and terms drafting

Example prompts

  • “/ecopol-writing-style”

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

  1. The policy question and why it is live now — name the decision a policymaker faces.
  2. What we find — the magnitude, in plain units — the headline number a non-economist can repeat.
  3. Why it is credible — one plain sentence on the identification, no notation.
  4. What it implies for policy — the recommendation or the shift in the debate.
  5. Then the academic positioning and the road map.

What it can do on your machine

Read from SKILL.md and the folder at commit 932eb23. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Ecopol Writing Style loads about 1.1k tokens when it runs. Until then it costs about 67 tokens; SKILL.md has 580 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~67
When it runs · the whole SKILL.md, loaded when a task matches
~1.1k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from brycewang-stanford/Awesome-Journal-Skills at commit 932eb23, republished under its MIT licence (© brycewang-stanford). 580 words, ~1,141 tokens.

Download SKILL.mdSave it as .claude/skills/ecopol-writing-style/SKILL.md (or your agent's skills folder).
name
ecopol-writing-style
description
Use when an Economic Policy (EP) manuscript's prose reads like a technical report instead of accessible policy writing. Rewrites for the EP dual audience — non-technical main text, rigor in the appendix; it does not invent evidence or citations.

Writing Style (ecopol-writing-style)

When to trigger

  • The introduction opens with the econometric specification instead of the policy question
  • A policymaker would stop reading at the third paragraph because of jargon or notation
  • The main text is dense with equations a policy reader cannot follow
  • The abstract states what you did, not what a policymaker should now think
  • The paper has rigor but not the accessible voice EP is known for

EP's defining house style: accessible main text, rigorous appendix

This is the most distinctive EP craft skill, because EP's whole identity is rigorous analysis written accessibly for economists and policymakers together. The discipline is a split: the main text is non-technical and policy-first; the technical machinery — proofs, full estimators, derivations — lives in the appendix. A reader from a finance ministry should be able to read the main text start to finish and come away with the policy conclusion and the reasoning; an economist should be able to verify everything in the appendix. Write the main text as if explaining to a smart non-specialist, not dumbing down — making the logic legible without notation.

This is a late-stage skill: do not rewrite the intro before identification, the model, and the headline number have settled.

The EP intro structure (write it in this order)

  1. The policy question and why it is live now — name the decision a policymaker faces.
  2. What we find — the magnitude, in plain units — the headline number a non-economist can repeat.
  3. Why it is credible — one plain sentence on the identification, no notation.
  4. What it implies for policy — the recommendation or the shift in the debate.
  5. Then the academic positioning and the road map.

Notice rigor comes after the policy payoff, not before. This inverts the typical economics intro.

Show full SKILL.md (286 more words)Show less

Sentence- and section-level moves

  • Verbs over nouns, prose over notation. "Firms above the threshold cut hiring by 8%" beats "the estimated coefficient on the treatment indicator is −0.08 (s.e. 0.02)."
  • Define every term a policymaker might not know on first use, in one clause.
  • Move equations to the appendix unless an equation is the clearest way to state a policy relationship; even then, gloss it in words.
  • The abstract is a policy abstract: question → finding (magnitude) → implication. Confirm the exact abstract length in the live guidelines (待核实).
  • Anticipate the two discussants in the writing: address the academic's likely concern in a footnote/appendix pointer and the policy reader's "so what" in the text.
  • Avoid hedging fog. Policymakers need a clear bottom line with its caveats stated, not a paragraph of qualifications that obscures the conclusion.

Checklist

  • Intro opens with the policy question, not the specification
  • Headline finding stated as a magnitude in plain units within the first page
  • Identification explained in one notation-free sentence in the main text
  • Policy implication stated explicitly, with caveats but a clear bottom line
  • Equations/proofs/full estimators relegated to the technical appendix
  • Jargon defined on first use; a non-economist could follow the main text
  • Abstract is question → magnitude → implication (length per guidelines — 待核实)

Anti-patterns

  • An introduction that leads with the model or the regression equation
  • A main text so notation-heavy that the policy discussant cannot read it without the appendix
  • An abstract that lists methods instead of stating the policy takeaway
  • Hedging so heavy the reader cannot tell what you actually conclude
  • "Dumbing down" by removing the rigor instead of moving it to the appendix — EP wants both
  • Copying an AEJ:EP-style technical intro and pasting a policy sentence on the end

Output format

text
【Journal】Economic Policy (EP)
【Skill】ecopol-writing-style
【Intro order】policy Q → magnitude → plain identification → implication? Y/N
【Main text legible to non-economist】Y/N
【Notation in main text】minimal / needs moving to appendix
【Abstract】question → magnitude → implication (length 待核实)
【Bottom line】one clear policy sentence present? Y/N
【Next skill】ecopol-replication-package

© brycewang-stanford, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in Economic-Policy-Skills/skills/ecopol-writing-style of brycewang-stanford/Awesome-Journal-Skills.

Open the folder on GitHubat commit 932eb23

Compare with similar skills

Ecopol Writing Style next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Ecopol Writing Style compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Ecopol Writing Style this skillbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.1kAutomated safety check: PassMIT
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Jaar Writing Stylefranklee16/academic-research-skills2231 repos~760Automated safety check: PassNone
Jcf Writing Stylefranklee16/academic-research-skills2231 repos~669Automated safety check: PassNone
Jpe Writing Stylefranklee16/academic-research-skills2231 repos~1.1kAutomated safety check: PassNone
Mgsci Writing Stylefranklee16/academic-research-skills2231 repos~875Automated safety check: PassNone

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Questions about Ecopol Writing Style

What does Ecopol Writing Style do?

A skill your agent uses when an Economic Policy (EP) manuscript's prose reads like a technical report instead of accessible policy writing. Ecopol Writing Style is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when an Economic Policy (EP) manuscript's prose reads like a technical report instead of accessible policy writing.

When should I use Ecopol Writing Style?

Ecopol Writing Style fits situations like: an Economic Policy (EP) manuscripts prose reads like a technical report instead of accessible policy writing; tasks that involve Brand voice and tone; tasks that involve Policy and terms drafting.

How do I install Ecopol Writing Style in Claude Code?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ecopol-writing-style -a claude-code`. Or copy the skill folder (Economic-Policy-Skills/skills/ecopol-writing-style in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/ecopol-writing-style in your project. Claude Code loads it when a task matches its description.

How do I install Ecopol Writing Style in Codex?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ecopol-writing-style -a codex`. Or copy the skill folder (Economic-Policy-Skills/skills/ecopol-writing-style in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/ecopol-writing-style in your project. Codex loads it when a task matches its description.

Can I use Ecopol Writing Style in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ecopol-writing-style -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ecopol-writing-style, .gemini/skills/ecopol-writing-style, .github/skills/ecopol-writing-style and .opencode/skills/ecopol-writing-style in your project.

What does Ecopol Writing Style need to run?

SKILL.md names no scripts, command-line tools or credentials: Ecopol Writing Style is instructions for the agent only.

Does Ecopol Writing Style access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Ecopol Writing Style safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Ecopol Writing Style use?

Ecopol Writing Style is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Ecopol Writing Style use?

About 1.1k tokens (SKILL.md is roughly 4.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Ecopol Writing Style?

Skills that share tags, products or a category with Ecopol Writing Style: Est Writing Style (franklee16/academic-research-skills, 223 stars), Jaar Writing Style (franklee16/academic-research-skills, 223 stars), Jcf Writing Style (franklee16/academic-research-skills, 223 stars) and Jpe Writing Style (franklee16/academic-research-skills, 223 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Ecopol Writing Style?

brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,231 GitHub stars. The repository holds 2,387 skills in this directory. The repository was last updated on September 27, 2026.

Source: brycewang-stanford/Awesome-Journal-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.