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 identification strategy is the bottleneck for a 《金融研究》 (Journal of Financial Research) manuscript — policy shocks (MPA / 资管新规 / LPR / 注册制), high-frequency…
Install Jfr Identification
$ npx skills add franklee16/academic-research-skills --skill jfr-identification -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install franklee16/academic-research-skills jfr-identification --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/Journal-of-Financial-Research-Skills/skills/jfr-identification .claude/skills/jfr-identification && 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 "jfr-identification" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Financial-Research-Skills/skills/jfr-identification into .claude/skills/jfr-identification/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jfr-identification", 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/Journal-of-Financial-Research-Skills/skills/jfr-identificationType 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 jfr-identification -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install franklee16/academic-research-skills jfr-identification --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/Journal-of-Financial-Research-Skills/skills/jfr-identification .agents/skills/jfr-identification && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "jfr-identification" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Financial-Research-Skills/skills/jfr-identification into .agents/skills/jfr-identification/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jfr-identification", 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 jfr-identification -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install franklee16/academic-research-skills jfr-identification --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/Journal-of-Financial-Research-Skills/skills/jfr-identification .cursor/skills/jfr-identification && 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 "jfr-identification" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Financial-Research-Skills/skills/jfr-identification into .cursor/skills/jfr-identification/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jfr-identification", 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/Journal-of-Financial-Research-Skills/skills/jfr-identification--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 jfr-identification -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install franklee16/academic-research-skills jfr-identification --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/Journal-of-Financial-Research-Skills/skills/jfr-identification .gemini/skills/jfr-identification && 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 "jfr-identification" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Financial-Research-Skills/skills/jfr-identification into .gemini/skills/jfr-identification/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jfr-identification", 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 jfr-identificationInstalls 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 jfr-identification -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/Journal-of-Financial-Research-Skills/skills/jfr-identification .github/skills/jfr-identification && 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 "jfr-identification" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Financial-Research-Skills/skills/jfr-identification into .github/skills/jfr-identification/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jfr-identification", 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 jfr-identification -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 jfr-identification --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/Journal-of-Financial-Research-Skills/skills/jfr-identification .opencode/skills/jfr-identification && 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 "jfr-identification" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Financial-Research-Skills/skills/jfr-identification into .opencode/skills/jfr-identification/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jfr-identification", 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
jfr-identification- GitHub stars
- 223
- Used in
- 1 other repo
- Token cost
- ~446 tokens
- SKILL.md length
- 113 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 identification strategy is the bottleneck for a 《金融研究》 (Journal of Financial Research) manuscript — policy shocks (MPA / 资管新规 / LPR / 注册制), high-frequency…
- Works in 7 steps: 自然实验式政策冲击 + DID（MPA 考核、资管新规、LPR… → 高频识别：货币政策意外（政策公告窗口的利率/价格高频反应） → 断点回归（清晰的监管门槛：资本充足率、规模、评级阈值） → …
- High-frequency monetary-policy surprises
- SKILL.md covers 触发时机, 设计优先级（《金融研究》口味，强 → 弱）, 分支路径 and 必查清单, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Jfr Identification is an agent skill from franklee16/academic-research-skills. Use when the identification strategy is the bottleneck for a 《金融研究》 (Journal of Financial Research) manuscript — policy shocks (MPA / 资管新规 / LPR / 注册制), high-frequency monetary-policy surprises, DID, IV, RDD — stress-testing the design before drafting tables.
Its SKILL.md is about 450 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
- High-frequency monetary-policy surprises
- RDD — stress-testing the design before drafting tables
Example prompts
- “/jfr-identification”
Workflow steps
7 steps, taken from the first numbered list in SKILL.md.
- 自然实验式政策冲击 + DID（MPA 考核、资管新规、LPR 改革、注册制等监管/政策变动）
- 高频识别：货币政策意外（政策公告窗口的利率/价格高频反应）
- 断点回归（清晰的监管门槛：资本充足率、规模、评级阈值）
- 工具变量（强工具 + 排他性论证；金融题常用制度/地理/历史工具）
- 倾向得分匹配 + DID
- 宏观时序方法：VAR / 局部投影（local projection）/ 符号约束，用于刻画传导
- OLS + 严密内生性讨论（结构估计或理论实证中可接受）
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
Jfr Identification loads about 446 tokens when it runs. Until then it costs about 70 tokens; SKILL.md has 113 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 113 words (~446 tokens).
- name
- jfr-identification
Files
Just SKILL.md in Awesome-Journal-Skills-main/Journal-of-Financial-Research-Skills/skills/jfr-identification 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
Jfr Identification 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 |
|---|---|---|---|---|---|---|
| Jfr Identification this skillfranklee16/academic-research-skills | 223 | 1 repos | ~446 | 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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Vision
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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.
Volt Load Testing
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Related
Categories
Questions about Jfr Identification
What does Jfr Identification do?
A skill your agent uses when the identification strategy is the bottleneck for a 《金融研究》 (Journal of Financial Research) manuscript — policy shocks (MPA / 资管新规 / LPR / 注册制), high-frequency…. Jfr Identification is an agent skill from franklee16/academic-research-skills. Use when the identification strategy is the bottleneck for a 《金融研究》 (Journal of Financial Research) manuscript — policy shocks (MPA / 资管新规 / LPR / 注册制), high-frequency monetary-policy surprises, DID, IV, RDD — stress-testing the design before drafting tables.
When should I use Jfr Identification?
Jfr Identification fits situations like: high-frequency monetary-policy surprises; RDD — stress-testing the design before drafting tables.
How do I install Jfr Identification in Claude Code?
Run `npx skills add franklee16/academic-research-skills --skill jfr-identification -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/Journal-of-Financial-Research-Skills/skills/jfr-identification in franklee16/academic-research-skills) into .claude/skills/jfr-identification in your project. Claude Code loads it when a task matches its description.
How do I install Jfr Identification in Codex?
Run `npx skills add franklee16/academic-research-skills --skill jfr-identification -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Journal-of-Financial-Research-Skills/skills/jfr-identification in franklee16/academic-research-skills) into .agents/skills/jfr-identification in your project. Codex loads it when a task matches its description.
Can I use Jfr Identification 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 jfr-identification -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/jfr-identification, .gemini/skills/jfr-identification, .github/skills/jfr-identification and .opencode/skills/jfr-identification in your project.
What does Jfr Identification need to run?
SKILL.md names no scripts, command-line tools or credentials: Jfr Identification is instructions for the agent only.
Does Jfr Identification 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 Jfr Identification 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 Jfr Identification use?
No licence was found for Jfr Identification or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Jfr Identification use?
About 446 tokens (SKILL.md is roughly 1.8k 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 Jfr Identification?
Skills that share tags, products or a category with Jfr Identification: 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 Jfr Identification?
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.