Agent skill

Mathfin Contribution Framing

by franklee16 in franklee16/academic-research-skills

A skill your agent uses when articulating the contribution of a Mathematical Finance (Wiley) manuscript — frame the methodological novelty and its payoff for financial modelling (pricing, hedging…

No licenceAuto-check passed

Install Mathfin Contribution Framing

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

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

GitHub CLI
$ gh skill install franklee16/academic-research-skills mathfin-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/Mathematical-Finance-Skills/skills/mathfin-contribution-framing .claude/skills/mathfin-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
mathfin-contribution-framing
GitHub stars
223
Used in
1 other repo
Token cost
~729 tokens
SKILL.md length
303 words
Files
1
Skills in repo
1,617
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses when articulating the contribution of a Mathematical Finance (Wiley) manuscript — frame the methodological novelty and its payoff for financial modelling (pricing, hedging…

  • Works in 5 steps: Lead with the modelling problem, then… → Name the novelty axis explicitly: a new… → Translate the theorem into a modelling… → …
  • Microstructure) so editor and referees see why the theorem matters
  • SKILL.md covers When to trigger, The Mathematical Finance…, How to frame the contribution and Anti-patterns, plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Mathfin Contribution Framing is an agent skill from franklee16/academic-research-skills. Use when articulating the contribution of a Mathematical Finance (Wiley) manuscript — frame the methodological novelty and its payoff for financial modelling (pricing, hedging, risk, portfolio, microstructure) so editor and referees see why the theorem matters, not just that it is true.

Its SKILL.md is about 730 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

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

  • Microstructure) so editor and referees see why the theorem matters
  • Not just that it is true

Example prompts

  • “/mathfin-contribution-framing”

Workflow steps

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

  1. Lead with the modelling problem, then the obstruction prior methods hit, then your
  2. Name the novelty axis explicitly: a new tractable model, a weaker assumption set, a
  3. Translate the theorem into a modelling statement: "hence the option price solves...",
  4. Bound the claim to the hypotheses — state where the result holds and where it does not,
  5. Place numerics in service of the claim: if you include experiments, frame them as

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

Mathfin Contribution Framing loads about 729 tokens when it runs. Until then it costs about 79 tokens; SKILL.md has 303 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~79
When it runs · the whole SKILL.md, loaded when a task matches
~729

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 303 words (~729 tokens).

“The journal evaluates papers on methodological novelty and contribution to financial modelling. Rigor is necessary but not sufficient: a correct theorem with no modelling payoff reads as a math paper sent to the wrong venue, while a modelling claim without…”

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

Read the full SKILL.md on GitHub

Files

Just SKILL.md in Awesome-Journal-Skills-main/Mathematical-Finance-Skills/skills/mathfin-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

Mathfin 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.

Mathfin Contribution Framing compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Mathfin Contribution Framing this skillfranklee16/academic-research-skills2231 repos~729Automated safety check: PassNone
Hrm Contribution Framingbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.1kAutomated safety check: PassMIT
Aos Contribution Framingbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.2kAutomated safety check: PassMIT
Jfi Contribution Framingbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.3kAutomated safety check: PassMIT
Jim Contribution Framingbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.5kAutomated safety check: PassMIT
Jet Contribution Framingbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.4kAutomated safety check: PassMIT

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Questions about Mathfin Contribution Framing

What does Mathfin Contribution Framing do?

A skill your agent uses when articulating the contribution of a Mathematical Finance (Wiley) manuscript — frame the methodological novelty and its payoff for financial modelling (pricing, hedging…. Mathfin Contribution Framing is an agent skill from franklee16/academic-research-skills. Use when articulating the contribution of a Mathematical Finance (Wiley) manuscript — frame the methodological novelty and its payoff for financial modelling (pricing, hedging, risk, portfolio, microstructure) so editor and referees see why the theorem matters, not just that it is true.

When should I use Mathfin Contribution Framing?

Mathfin Contribution Framing fits situations like: microstructure) so editor and referees see why the theorem matters; not just that it is true.

How do I install Mathfin Contribution Framing in Claude Code?

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

How do I install Mathfin Contribution Framing in Codex?

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

Can I use Mathfin 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 mathfin-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/mathfin-contribution-framing, .gemini/skills/mathfin-contribution-framing, .github/skills/mathfin-contribution-framing and .opencode/skills/mathfin-contribution-framing in your project.

What does Mathfin Contribution Framing need to run?

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

Does Mathfin 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 Mathfin 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 Mathfin Contribution Framing use?

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

How many tokens does Mathfin Contribution Framing use?

About 729 tokens (SKILL.md is roughly 2.9k 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 Mathfin Contribution Framing?

Skills that share tags, products or a category with Mathfin Contribution Framing: Hrm Contribution Framing (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars), Aos Contribution Framing (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars), Jfi Contribution Framing (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars) and Jim Contribution Framing (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Mathfin 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.