Agent skill

Ecta Topic Selection

by franklee16 in franklee16/academic-research-skills

A skill your agent uses when judging whether a result is general, deep, and method-driven enough to belong in Econometrica, and when sharpening the contribution statement.

No licenceAuto-check passedResearch & Science

Install Ecta Topic Selection

skills CLI
$ npx skills add franklee16/academic-research-skills --skill ecta-topic-selection -a claude-code

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

GitHub CLI
$ gh skill install franklee16/academic-research-skills ecta-topic-selection --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/franklee16/academic-research-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Awesome-Journal-Skills-main/Econometrica-Skills/skills/ecta-topic-selection .claude/skills/ecta-topic-selection && 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
ecta-topic-selection
GitHub stars
223
Used in
1 other repo
Token cost
~1.4k tokens
SKILL.md length
610 words
Files
1
Skills in repo
1,616
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses when judging whether a result is general, deep, and method-driven enough to belong in Econometrica, and when sharpening the contribution statement.

  • Works in 4 steps: Scope. State the most general setting… → Necessity of assumptions. For each… → Payoff. What can a reader do with this… → …
  • Judging whether a result is general
  • SKILL.md covers When to trigger, What Econometrica rewards, The generality test and Contribution statement template, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Ecta Topic Selection is an agent skill from franklee16/academic-research-skills. Use when judging whether a result is general, deep, and method-driven enough to belong in Econometrica, and when sharpening the contribution statement. Diagnoses fit and frames the contribution — it does not write proofs (use ecta-theory-model) or position against the literature (use ecta-literature-positioning).

Its SKILL.md is about 1.4k 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 Research & Science. The repository describes itself as: Comprehensive collection of Claude Code skills for academic research in economics, finance, and social sciences.

When your agent uses it

  • Judging whether a result is general
  • Method-driven enough to belong in Econometrica
  • When sharpening the contribution statement

Example prompts

  • “/ecta-topic-selection”

Workflow steps

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

  1. Scope. State the most general setting under which the result holds. If the proof
  2. Necessity of assumptions. For each assumption, ask: does the result fail without it?
  3. Payoff. What can a reader do with this that they could not before — estimate
  4. Depth vs. incremental. Is this a genuinely new object/argument, or a marginal

What it can do on your machine

Read from SKILL.md and the folder at commit 9a4b2db. 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

Ecta Topic Selection loads about 1.4k tokens when it runs. Until then it costs about 84 tokens; SKILL.md has 610 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~84
When it runs · the whole SKILL.md, loaded when a task matches
~1.4k

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

Without a licence we can't republish the file, so here is its outline and opening line. It has 610 words (~1,375 tokens).

“Econometrica (Econometric Society / Wiley; founded 1933) is the field's flagship for econometric methods and rigorous economic theory, not applied "top-5" causal-inference papers. Its charter is the unification of the theoretical-quantitative and the empirical-quantitative approaches, penetrated by constructive and rigorous…”

— opening of SKILL.md by franklee16
name
ecta-topic-selection

Read the full SKILL.md on GitHub

Files

Just SKILL.md in Awesome-Journal-Skills-main/Econometrica-Skills/skills/ecta-topic-selection of franklee16/academic-research-skills.

Open the folder on GitHubat commit 9a4b2db

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in franklee16/academic-research-skills, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Ecta Topic Selection 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.

Ecta Topic Selection compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Ecta Topic Selection this skillfranklee16/academic-research-skills2231 repos~1.4kAutomated safety check: PassNone
X Researchrohunvora/x-research-skill1.2k1 repos~1.6kAutomated safety check: PassNone
Bmad Deep Recondelorenj/mcp-server-trello446—~2.3kAutomated safety check: PassMIT
Ray Trend Searchimraywang/rayskills160—~2.1kAutomated safety check: PassCustom licence
Pxmeterbytedance/PXMeter102—~3.4kAutomated safety check: PassApache-2.0
Computing Ecqmsmaziyarpanahi/openmed5.5k—~1.6kAutomated safety check: PassApache-2.0

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Questions about Ecta Topic Selection

What does Ecta Topic Selection do?

A skill your agent uses when judging whether a result is general, deep, and method-driven enough to belong in Econometrica, and when sharpening the contribution statement. Ecta Topic Selection is an agent skill from franklee16/academic-research-skills. Use when judging whether a result is general, deep, and method-driven enough to belong in Econometrica, and when sharpening the contribution statement.

When should I use Ecta Topic Selection?

Ecta Topic Selection fits situations like: judging whether a result is general; method-driven enough to belong in Econometrica; when sharpening the contribution statement.

How do I install Ecta Topic Selection in Claude Code?

Run `npx skills add franklee16/academic-research-skills --skill ecta-topic-selection -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/Econometrica-Skills/skills/ecta-topic-selection in franklee16/academic-research-skills) into .claude/skills/ecta-topic-selection in your project. Claude Code loads it when a task matches its description.

How do I install Ecta Topic Selection in Codex?

Run `npx skills add franklee16/academic-research-skills --skill ecta-topic-selection -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Econometrica-Skills/skills/ecta-topic-selection in franklee16/academic-research-skills) into .agents/skills/ecta-topic-selection in your project. Codex loads it when a task matches its description.

Can I use Ecta Topic Selection 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 franklee16/academic-research-skills --skill ecta-topic-selection -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ecta-topic-selection, .gemini/skills/ecta-topic-selection, .github/skills/ecta-topic-selection and .opencode/skills/ecta-topic-selection in your project.

What does Ecta Topic Selection need to run?

SKILL.md names no scripts, command-line tools or credentials: Ecta Topic Selection is instructions for the agent only.

Does Ecta Topic Selection 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 Ecta Topic Selection 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 Ecta Topic Selection use?

No licence was found for Ecta Topic Selection or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Ecta Topic Selection use?

About 1.4k tokens (SKILL.md is roughly 5.5k 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 Ecta Topic Selection?

Skills that share tags, products or a category with Ecta Topic Selection: X Research (rohunvora/x-research-skill, 1.2k stars), Bmad Deep Recon (delorenj/mcp-server-trello, 446 stars), Ray Trend Search (imraywang/rayskills, 160 stars) and Pxmeter (bytedance/PXMeter, 102 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Ecta Topic Selection?

franklee16 (a GitHub user) maintains it in franklee16/academic-research-skills, which has 223 GitHub stars. The repository holds 1,616 skills in this directory. The repository was last updated on September 18, 2026.

Source: franklee16/academic-research-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.