Agent skill

Expecon Literature Positioning

by brycewang-stanford in brycewang-stanford/Awesome-Journal-Skills

A skill your agent uses when staking an Experimental Economics (ExpEcon) manuscript's contribution against prior experiments and the behavioral theory it tests.

MITAuto-check passedMarketing & SEO

Install Expecon Literature Positioning

skills CLI
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill expecon-literature-positioning -a claude-code

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

GitHub CLI
$ gh skill install brycewang-stanford/Awesome-Journal-Skills expecon-literature-positioning --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/Experimental-Economics-Skills/skills/expecon-literature-positioning .claude/skills/expecon-literature-positioning && 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
expecon-literature-positioning
GitHub stars
1.2k
Token cost
~2.1k tokens
SKILL.md length
1,087 words
Files
1
Skills in repo
2,387
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses when staking an Experimental Economics (ExpEcon) manuscript's contribution against prior experiments and the behavioral theory it tests.

  • Works in 6 steps: Re-label — same paradigm, new cover… → New boundary condition — a known effect… → Confound removal — a cleaner control… → …
  • Staking an Experimental Economics (ExpEcon) manuscripts contribution against prior experiments and the behavioral theory it tests
  • SKILL.md covers When to trigger, What counts as a contribution…, Positioning the design against… and Sibling boundary in the lit…, plus 8 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Expecon Literature Positioning is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when staking an Experimental Economics (ExpEcon) manuscript's contribution against prior experiments and the behavioral theory it tests. Sharpens positioning; it does not invent results or citations.

Its SKILL.md is about 2.1k 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 Marketing & SEO, covering Positioning and messaging 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

  • Staking an Experimental Economics (ExpEcon) manuscripts contribution against prior experiments and the behavioral theory it tests
  • Tasks that involve Positioning and messaging
  • Tasks that involve Citation management

Example prompts

  • “/expecon-literature-positioning”

Workflow steps

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

  1. Re-label — same paradigm, new cover story. Usually insufficient on its own.
  2. New boundary condition — a known effect tested where theory predicts it should vanish/flip; valuable when the prediction is sharp and…
  3. Confound removal — a cleaner control that isolates a mechanism prior designs conflated (e.g., separating altruism from confusion in…
  4. New decisive treatment — a contrast prior work could not run that adjudicates between competing behavioral models. Strongest.
  5. Methodology of experimentation — evidence that a widely used procedure (strategy method, BDM, ELMS, double-blind payment, online vs. lab)…
  6. Replication — direct or conceptual replication of a contested finding, ideally pre-registered and adequately powered. Explicitly in scope…

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

Expecon Literature Positioning loads about 2.1k tokens when it runs. Until then it costs about 59 tokens; SKILL.md has 1,087 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~59
When it runs · the whole SKILL.md, loaded when a task matches
~2.1k

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). 1,087 words, ~2,084 tokens.

Download SKILL.mdSave it as .claude/skills/expecon-literature-positioning/SKILL.md (or your agent's skills folder).
name
expecon-literature-positioning
description
Use when staking an Experimental Economics (ExpEcon) manuscript's contribution against prior experiments and the behavioral theory it tests. Sharpens positioning; it does not invent results or citations.

Literature Positioning (expecon-literature-positioning)

When to trigger

  • A referee or coauthor says "we already know this" — the marginal contribution over existing experiments is unclear
  • Your design is close to a canonical paradigm (dictator, ultimatum, public goods, trust, beauty contest, double auction) and you must show what is genuinely new
  • The intro cites behavioral theory but never says which prediction your treatment adjudicates
  • You are unsure whether your novelty is a new treatment, a new method/elicitation, a replication, or a boundary condition

What counts as a contribution here

At a method-defined journal, positioning is not "no one has studied topic X." It is "no prior design could deliver the comparison I deliver." Locate your paper on this ladder, from weakest to strongest:

  1. Re-label — same paradigm, new cover story. Usually insufficient on its own.
  2. New boundary condition — a known effect tested where theory predicts it should vanish/flip; valuable when the prediction is sharp and pre-registered.
  3. Confound removal — a cleaner control that isolates a mechanism prior designs conflated (e.g., separating altruism from confusion in public-goods contributions). Strong.
  4. New decisive treatment — a contrast prior work could not run that adjudicates between competing behavioral models. Strongest.
  5. Methodology of experimentation — evidence that a widely used procedure (strategy method, BDM, ELMS, double-blind payment, online vs. lab) biases results. A flagship-distinctive contribution.
  6. Replication — direct or conceptual replication of a contested finding, ideally pre-registered and adequately powered. Explicitly in scope and valued.

Positioning the design against its ancestors

  • Name the closest paradigm and the closest prior treatment explicitly, then state the one dimension you change and the prediction that change adjudicates. Vague "builds on a large literature" framing reads as not knowing the field.
  • Map competing behavioral models to observable predictions. Inequity aversion, reciprocity, social-image, and confusion often predict the same mean contribution; your positioning must show your contrast splits them.
  • Cite the methodological lineage, not just the topical one. An ExpEcon referee wants to see that you know why the standard procedure exists and where it has been criticized.
  • Be honest about replication content. If your treatment is partly a replication of a prior result, say so and frame it as a strength (a powered re-test), not hide it.

Sibling boundary in the lit review

A reviewer should never finish the intro thinking "this is a JEBO behavioral paper" or "this is a GEB theory paper with a demo." Your literature should be dominated by experimental-methods work and read as a conversation about designs and procedures, not only about a phenomenon.

Worked vignette (illustrative)

A trust-game paper claims to be "the first to study trust under time pressure." A quick search shows several such studies — so the positioning collapses to a re-label. The fix climbs the ladder: the real contribution is confound removal — prior time-pressure designs confounded cognitive load with the deadline framing itself, and the new design adds a load-only control that holds framing fixed. Now the intro names the two closest prior treatments, states the single new control, and shows the contrast splits a "depletion of self-control" account (predicts less trust) from a "framing" account (predicts no change). The reference list leans on elicitation-method papers, not the broad trust literature.

Three sentences every ExpEcon intro needs

  1. The closest design. "The closest prior experiment is [X], which [contrast]."
  2. The one new thing. "We change exactly [one dimension], which prior designs could not isolate."
  3. What it adjudicates. "This separates [model A] from [model B], which agree in [X] but diverge in [our treatment]."

If you cannot write these three sentences, the contribution is not yet positioned — return to expecon-topic-selection.

Show full SKILL.md (488 more words)Show less

Building the comparison from paradigm building blocks

ExpEcon literatures are organized around a handful of canonical paradigms; positioning is often clearest when you say which building block you take and what you bolt onto it. Make the lineage explicit:

ParadigmStudiesYour move is usually…
Public goods / VCMcooperation, punishmentadd a clean institution treatment (e.g., communication, sanction design)
Trust / gift exchangereciprocity, fairnessisolate the channel (intentions vs. outcomes) prior work conflated
Dictator / ultimatumsocial preferencesa boundary condition or a confound-removing control
Markets / auctionsprice formation, efficiencya new mechanism or information structure
Coordination / beauty conteststrategic reasoningmanipulate the depth-of-reasoning lever

Naming the building block and the one new piece is itself strong positioning — it tells the referee exactly where your design sits in the family tree.

Checklist

  • The closest prior paradigm and the closest prior treatment are named
  • The contribution is located on the ladder (boundary / confound removal / new treatment / methodology / replication)
  • Competing behavioral models are mapped to distinct observable predictions your contrast separates
  • The methodological lineage of the procedure used is cited, not just the topic
  • Replication content (if any) is disclosed and framed as powered re-testing
  • The reference list is method-heavy enough to read as an ExpEcon paper, not a JEBO/GEB paper

Engaging the methodological critics

Strong ExpEcon positioning cites not only the studies that used a procedure but the ones that criticized it. If you elicit risk with Holt–Laury, acknowledge the known issues (multiple switching, framing of the safe option) and say how your implementation handles them. If you use the strategy method, cite the evidence on when it does and does not replicate direct-response behavior. This signals that you chose the procedure deliberately, not by inertia — exactly the methodological self-awareness the flagship rewards, and it pre-empts a referee who knows the critique.

Anti-patterns

  • "First to study X" claims that a five-minute search refutes
  • Citing a "large literature" without naming the one paper your design is closest to
  • Claiming novelty of topic when the design is a re-label of a canonical paradigm
  • Hiding that the result is mostly a replication instead of selling the added power/pre-registration
  • A reference list dominated by applied or theory work, signaling the wrong venue

Positioning a replication or Registered Report

Replications are explicitly in scope, but a flagship replication must do more than re-run: it should be adequately powered (often more than the original), pre-registered, and framed as resolving a contested or influential finding — not an arbitrary re-test. State the original effect size, your MDE, and what a confirm-or-overturn outcome would mean for the literature. For a Registered Report, the positioning lives in the Stage-1 protocol: the contribution is the question and design, judged before results exist, so the introduction must make the case that the answer matters whichever way it comes out. A "we replicate X and find the same thing" framing with no power story or stakes reads as JESA-scale, not flagship.

Output format

text
【Journal】Experimental Economics (ESA method flagship)
【Skill】expecon-literature-positioning
【Verdict】pass / sharpen / reroute
【Closest paradigm + treatment】named prior design
【Contribution rung】boundary / confound-removal / new-treatment / methodology / replication
【Models adjudicated】which behavioral predictions the contrast separates
【Sibling boundary】why not JEBO / GEB / AEJ:Micro
【Next skill】expecon-theory-model

© 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 Experimental-Economics-Skills/skills/expecon-literature-positioning of brycewang-stanford/Awesome-Journal-Skills.

Open the folder on GitHubat commit 932eb23

Compare with similar skills

Expecon Literature Positioning 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.

Expecon Literature Positioning compared with similar skills
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Expecon Literature Positioning this skillbrycewang-stanford/Awesome-Journal-Skills1.2k—~2.1kAutomated safety check: PassMIT
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Suede Directory SubmissionsJasonColapietro/suede-creator-skills127—~4.5kAutomated safety check: PassMIT
Ajps Literature Positioningfranklee16/academic-research-skills2231 repos~850Automated safety check: PassNone
Crim Literature Positioningfranklee16/academic-research-skills2231 repos~956Automated safety check: PassNone
Est Literature Positioningfranklee16/academic-research-skills2231 repos~750Automated safety check: PassNone

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Categories

Questions about Expecon Literature Positioning

What does Expecon Literature Positioning do?

A skill your agent uses when staking an Experimental Economics (ExpEcon) manuscript's contribution against prior experiments and the behavioral theory it tests. Expecon Literature Positioning is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when staking an Experimental Economics (ExpEcon) manuscript's contribution against prior experiments and the behavioral theory it tests.

When should I use Expecon Literature Positioning?

Expecon Literature Positioning fits situations like: staking an Experimental Economics (ExpEcon) manuscripts contribution against prior experiments and the behavioral theory it tests; tasks that involve Positioning and messaging; tasks that involve Citation management.

How do I install Expecon Literature Positioning in Claude Code?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill expecon-literature-positioning -a claude-code`. Or copy the skill folder (Experimental-Economics-Skills/skills/expecon-literature-positioning in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/expecon-literature-positioning in your project. Claude Code loads it when a task matches its description.

How do I install Expecon Literature Positioning in Codex?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill expecon-literature-positioning -a codex`. Or copy the skill folder (Experimental-Economics-Skills/skills/expecon-literature-positioning in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/expecon-literature-positioning in your project. Codex loads it when a task matches its description.

Can I use Expecon Literature Positioning 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 expecon-literature-positioning -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/expecon-literature-positioning, .gemini/skills/expecon-literature-positioning, .github/skills/expecon-literature-positioning and .opencode/skills/expecon-literature-positioning in your project.

What does Expecon Literature Positioning need to run?

SKILL.md names no scripts, command-line tools or credentials: Expecon Literature Positioning is instructions for the agent only.

Does Expecon Literature Positioning 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 Expecon Literature Positioning 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 Expecon Literature Positioning use?

Expecon Literature Positioning 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 Expecon Literature Positioning use?

About 2.1k tokens (SKILL.md is roughly 8.3k 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 Expecon Literature Positioning?

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Who maintains Expecon Literature Positioning?

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.