Agent skill

Ectheory Contribution Framing

by franklee16 in franklee16/academic-research-skills

A skill your agent uses to frame the central result of an Econometric Theory (ET) paper so its generality and importance are legible — stating the theorem and its scope up front, choosing Article vs…

No licenceAuto-check passedResearch & Science

Install Ectheory Contribution Framing

skills CLI
$ npx skills add franklee16/academic-research-skills --skill ectheory-contribution-framing -a claude-code

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

GitHub CLI
$ gh skill install franklee16/academic-research-skills ectheory-contribution-framing --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/Econometric-Theory-Skills/skills/ectheory-contribution-framing .claude/skills/ectheory-contribution-framing && 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
ectheory-contribution-framing
GitHub stars
223
Used in
1 other repo
Token cost
~887 tokens
SKILL.md length
403 words
Files
1
Skills in repo
1,617
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses to frame the central result of an Econometric Theory (ET) paper so its generality and importance are legible — stating the theorem and its scope up front, choosing Article vs…

  • Works in 4 steps: The problem in econometrics the result… → The theorem in words, then the scope:… → The generality delta — what special… → …
  • Choosing Article vs Miscellanea framing
  • SKILL.md covers When to trigger, How to frame a theory…, Aligning with the current… and Checklist, plus 2 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Ectheory Contribution Framing is an agent skill from franklee16/academic-research-skills. Use to frame the central result of an Econometric Theory (ET) paper so its generality and importance are legible — stating the theorem and its scope up front, choosing Article vs Miscellanea framing, and matching the new editorial program's themed directions.

Its SKILL.md is about 890 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, covering Econometrics and empirical research. 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

  • Choosing Article vs Miscellanea framing
  • Matching the new editorial programs themed directions

Example prompts

  • “/ectheory-contribution-framing”

Workflow steps

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

  1. The problem in econometrics the result speaks to (an inference problem, a limit gap, a
  2. The theorem in words, then the scope: under what assumptions, in what environment
  3. The generality delta — what special cases collapse to known results, and what is genuinely new.
  4. Consequences — what becomes provable, computable, or robust because of this result; how it

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

Ectheory Contribution Framing loads about 887 tokens when it runs. Until then it costs about 72 tokens; SKILL.md has 403 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~72
When it runs · the whole SKILL.md, loaded when a task matches
~887

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 403 words (~887 tokens).

“ET readers reward a clearly stated, general result whose importance is obvious from the statement. Frame the contribution in this order:”

— opening of SKILL.md by franklee16
name
ectheory-contribution-framing

Read the full SKILL.md on GitHub

Files

Just SKILL.md in Awesome-Journal-Skills-main/Econometric-Theory-Skills/skills/ectheory-contribution-framing 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

Ectheory Contribution Framing 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.

Ectheory Contribution Framing compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Ectheory Contribution Framing this skillfranklee16/academic-research-skills2231 repos~887Automated safety check: PassNone
Statadylantmoore/stata-skill2911 repos~4.2kAutomated safety check: PassCustom licence
Stata C Pluginsdylantmoore/stata-skill2911 repos~5.8kAutomated safety check: PassCustom licence
Example Datasetspymc-labs/CausalPy1.2k—~587Automated safety check: PassApache-2.0
Stata AuditSepineTam/mcp-for-stata264—~1.2kAutomated safety check: PassAGPL-3.0
Stata Skill Contributordylantmoore/stata-skill2911 repos~2.4kAutomated safety check: PassCustom licence

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Questions about Ectheory Contribution Framing

What does Ectheory Contribution Framing do?

A skill your agent uses to frame the central result of an Econometric Theory (ET) paper so its generality and importance are legible — stating the theorem and its scope up front, choosing Article vs…. Ectheory Contribution Framing is an agent skill from franklee16/academic-research-skills. Use to frame the central result of an Econometric Theory (ET) paper so its generality and importance are legible — stating the theorem and its scope up front, choosing Article vs Miscellanea framing, and matching the new editorial program's themed directions.

When should I use Ectheory Contribution Framing?

Ectheory Contribution Framing fits situations like: choosing Article vs Miscellanea framing; matching the new editorial programs themed directions.

How do I install Ectheory Contribution Framing in Claude Code?

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

How do I install Ectheory Contribution Framing in Codex?

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

Can I use Ectheory Contribution Framing 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 ectheory-contribution-framing -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ectheory-contribution-framing, .gemini/skills/ectheory-contribution-framing, .github/skills/ectheory-contribution-framing and .opencode/skills/ectheory-contribution-framing in your project.

What does Ectheory Contribution Framing need to run?

SKILL.md names no scripts, command-line tools or credentials: Ectheory Contribution Framing is instructions for the agent only.

Does Ectheory Contribution Framing 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 Ectheory Contribution Framing 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 Ectheory Contribution Framing use?

No licence was found for Ectheory Contribution Framing or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Ectheory Contribution Framing use?

About 887 tokens (SKILL.md is roughly 3.5k 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 Ectheory Contribution Framing?

Skills that share tags, products or a category with Ectheory Contribution Framing: Stata (dylantmoore/stata-skill, 291 stars), Stata C Plugins (dylantmoore/stata-skill, 291 stars), Example Datasets (pymc-labs/CausalPy, 1.2k stars) and Stata Audit (SepineTam/mcp-for-stata, 264 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Ectheory Contribution Framing?

franklee16 (a GitHub user) maintains it in franklee16/academic-research-skills, which has 223 GitHub stars. The repository holds 1,617 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.