Writing Livekit Scenarios
livekit-examples/agent-starter-python
Creates and maintains the scenarios a LiveKit agent simulation runs, and wires the agent to consume them.
A skill your agent uses when the mathematical core of a Mathematical Finance (Wiley) manuscript is the bottleneck — adapted for a theory journal, this means assumptions, theorem statements, proof…
Install Mathfin Identification Strategy
$ npx skills add franklee16/academic-research-skills --skill mathfin-identification-strategy -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install franklee16/academic-research-skills mathfin-identification-strategy --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ 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-identification-strategy .claude/skills/mathfin-identification-strategy && rm -rf skills-srcUse ~/.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/
Install the "mathfin-identification-strategy" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Mathematical-Finance-Skills/skills/mathfin-identification-strategy into .claude/skills/mathfin-identification-strategy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mathfin-identification-strategy", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Mathematical-Finance-Skills/skills/mathfin-identification-strategyType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add franklee16/academic-research-skills --skill mathfin-identification-strategy -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install franklee16/academic-research-skills mathfin-identification-strategy --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/Awesome-Journal-Skills-main/Mathematical-Finance-Skills/skills/mathfin-identification-strategy .agents/skills/mathfin-identification-strategy && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "mathfin-identification-strategy" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Mathematical-Finance-Skills/skills/mathfin-identification-strategy into .agents/skills/mathfin-identification-strategy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mathfin-identification-strategy", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add franklee16/academic-research-skills --skill mathfin-identification-strategy -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install franklee16/academic-research-skills mathfin-identification-strategy --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/Awesome-Journal-Skills-main/Mathematical-Finance-Skills/skills/mathfin-identification-strategy .cursor/skills/mathfin-identification-strategy && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "mathfin-identification-strategy" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Mathematical-Finance-Skills/skills/mathfin-identification-strategy into .cursor/skills/mathfin-identification-strategy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mathfin-identification-strategy", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/franklee16/academic-research-skills.git --path Awesome-Journal-Skills-main/Mathematical-Finance-Skills/skills/mathfin-identification-strategy--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add franklee16/academic-research-skills --skill mathfin-identification-strategy -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install franklee16/academic-research-skills mathfin-identification-strategy --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/Awesome-Journal-Skills-main/Mathematical-Finance-Skills/skills/mathfin-identification-strategy .gemini/skills/mathfin-identification-strategy && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "mathfin-identification-strategy" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Mathematical-Finance-Skills/skills/mathfin-identification-strategy into .gemini/skills/mathfin-identification-strategy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mathfin-identification-strategy", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install franklee16/academic-research-skills mathfin-identification-strategyInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add franklee16/academic-research-skills --skill mathfin-identification-strategy -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/Awesome-Journal-Skills-main/Mathematical-Finance-Skills/skills/mathfin-identification-strategy .github/skills/mathfin-identification-strategy && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "mathfin-identification-strategy" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Mathematical-Finance-Skills/skills/mathfin-identification-strategy into .github/skills/mathfin-identification-strategy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mathfin-identification-strategy", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add franklee16/academic-research-skills --skill mathfin-identification-strategy -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install franklee16/academic-research-skills mathfin-identification-strategy --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/Awesome-Journal-Skills-main/Mathematical-Finance-Skills/skills/mathfin-identification-strategy .opencode/skills/mathfin-identification-strategy && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "mathfin-identification-strategy" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Mathematical-Finance-Skills/skills/mathfin-identification-strategy into .opencode/skills/mathfin-identification-strategy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mathfin-identification-strategy", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
mathfin-identification-strategy- GitHub stars
- 223
- Used in
- 1 other repo
- Token cost
- ~978 tokens
- SKILL.md length
- 393 words
- Files
- 1
- Skills in repo
- 1,617
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses when the mathematical core of a Mathematical Finance (Wiley) manuscript is the bottleneck — adapted for a theory journal, this means assumptions, theorem statements, proof…
- Works in 5 steps: State assumptions precisely. Probability… → State the theorem cleanly. Hypotheses →… → Make the proof self-contained. Full… → …
- The mathematical core of a Mathematical Finance (Wiley) manuscript is the bottleneck — adapted for a theory journal
- SKILL.md covers Note on framing, When to trigger, The rigor bar (the journal… and Branch paths, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Mathfin Identification Strategy is an agent skill from franklee16/academic-research-skills. Use when the mathematical core of a Mathematical Finance (Wiley) manuscript is the bottleneck — adapted for a theory journal, this means assumptions, theorem statements, proof architecture, and generality, not causal/empirical identification. Stress-tests rigor before exposition is polished.
Its SKILL.md is about 980 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 Testing & QA, covering Load testing. 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
- The mathematical core of a Mathematical Finance (Wiley) manuscript is the bottleneck — adapted for a theory journal
- This means assumptions
- Theorem statements
- Proof architecture
Example prompts
- “/mathfin-identification-strategy”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- State assumptions precisely. Probability space, filtration and its conditions (usual
- State the theorem cleanly. Hypotheses → conclusion, with the object's existence,
- Make the proof self-contained. Full proofs of all formal results are required; cite
- Get the generality right. Too narrow → looks like a special case (see
- Guard the standard pitfalls. Local vs. true martingale, integrability of stochastic
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 Identification Strategy loads about 978 tokens when it runs. Until then it costs about 81 tokens; SKILL.md has 393 words of instructions outside code blocks.
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 393 words (~978 tokens).
“Mathematical Finance is a theory-first journal: papers are evaluated on methodological novelty and rigor, not empirical causal identification. The "identification" that matters here is mathematical identification — pinning down the right assumptions, the precise theorem, and a complete proof. This…”
- name
- mathfin-identification-strategy
Files
Just SKILL.md in Awesome-Journal-Skills-main/Mathematical-Finance-Skills/skills/mathfin-identification-strategy 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 Identification Strategy 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Mathfin Identification Strategy this skillfranklee16/academic-research-skills | 223 | 1 repos | ~978 | Automated safety check: Pass | None | |
| Writing Livekit Scenarioslivekit-examples/agent-starter-python | 264 | 1 repos | ~2.5k | Automated safety check: Pass | MIT | |
| Go Testingcxuu/golang-skills | 173 | 1 repos | ~1.3k | Automated safety check: Pass | Apache-2.0 | |
| Goalcraftgrp06/goalcraft | 102 | — | ~3.8k | Automated safety check: Pass | MIT | |
| Thinking Partnermattnowdev/thinking-partner | 206 | — | ~4.4k | Automated safety check: Pass | MIT | |
| Visionkunchenguid/vision | 331 | — | ~2.9k | Automated safety check: Pass | MIT |
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Draft and stress-test a VISION.md for a repository, then iterate with the author on an interactive review board until approved.
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Related
Categories
Questions about Mathfin Identification Strategy
What does Mathfin Identification Strategy do?
A skill your agent uses when the mathematical core of a Mathematical Finance (Wiley) manuscript is the bottleneck — adapted for a theory journal, this means assumptions, theorem statements, proof…. Mathfin Identification Strategy is an agent skill from franklee16/academic-research-skills. Use when the mathematical core of a Mathematical Finance (Wiley) manuscript is the bottleneck — adapted for a theory journal, this means assumptions, theorem statements, proof architecture, and generality, not causal/empirical identification.
When should I use Mathfin Identification Strategy?
Mathfin Identification Strategy fits situations like: the mathematical core of a Mathematical Finance (Wiley) manuscript is the bottleneck — adapted for a theory journal; this means assumptions; theorem statements; proof architecture.
How do I install Mathfin Identification Strategy in Claude Code?
Run `npx skills add franklee16/academic-research-skills --skill mathfin-identification-strategy -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/Mathematical-Finance-Skills/skills/mathfin-identification-strategy in franklee16/academic-research-skills) into .claude/skills/mathfin-identification-strategy in your project. Claude Code loads it when a task matches its description.
How do I install Mathfin Identification Strategy in Codex?
Run `npx skills add franklee16/academic-research-skills --skill mathfin-identification-strategy -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Mathematical-Finance-Skills/skills/mathfin-identification-strategy in franklee16/academic-research-skills) into .agents/skills/mathfin-identification-strategy in your project. Codex loads it when a task matches its description.
Can I use Mathfin Identification Strategy 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-identification-strategy -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-identification-strategy, .gemini/skills/mathfin-identification-strategy, .github/skills/mathfin-identification-strategy and .opencode/skills/mathfin-identification-strategy in your project.
What does Mathfin Identification Strategy need to run?
SKILL.md names no scripts, command-line tools or credentials: Mathfin Identification Strategy is instructions for the agent only.
Does Mathfin Identification Strategy 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 Identification Strategy 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 Identification Strategy use?
No licence was found for Mathfin Identification Strategy or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Mathfin Identification Strategy use?
About 978 tokens (SKILL.md is roughly 3.9k 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 Identification Strategy?
Skills that share tags, products or a category with Mathfin Identification Strategy: Writing Livekit Scenarios (livekit-examples/agent-starter-python, 264 stars), Go Testing (cxuu/golang-skills, 173 stars), Goalcraft (grp06/goalcraft, 102 stars) and Thinking Partner (mattnowdev/thinking-partner, 206 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Mathfin Identification Strategy?
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.