Buffett
digoal/blog
Activates Warren Buffett's complete investment thinking system.
A skill your agent uses when the mechanism section of a 《金融研究》 (Journal of Financial Research) manuscript stops at "promotes / inhibits" — to pin the effect to a concrete financial channel (credit /…
Install Jfr Mechanism
$ npx skills add franklee16/academic-research-skills --skill jfr-mechanism -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install franklee16/academic-research-skills jfr-mechanism --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-mechanism .claude/skills/jfr-mechanism && 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-mechanism" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Financial-Research-Skills/skills/jfr-mechanism into .claude/skills/jfr-mechanism/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jfr-mechanism", 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-mechanismType 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-mechanism -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install franklee16/academic-research-skills jfr-mechanism --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-mechanism .agents/skills/jfr-mechanism && 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-mechanism" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Financial-Research-Skills/skills/jfr-mechanism into .agents/skills/jfr-mechanism/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jfr-mechanism", 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-mechanism -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install franklee16/academic-research-skills jfr-mechanism --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-mechanism .cursor/skills/jfr-mechanism && 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-mechanism" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Financial-Research-Skills/skills/jfr-mechanism into .cursor/skills/jfr-mechanism/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jfr-mechanism", 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-mechanism--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-mechanism -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install franklee16/academic-research-skills jfr-mechanism --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-mechanism .gemini/skills/jfr-mechanism && 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-mechanism" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Financial-Research-Skills/skills/jfr-mechanism into .gemini/skills/jfr-mechanism/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jfr-mechanism", 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-mechanismInstalls 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-mechanism -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-mechanism .github/skills/jfr-mechanism && 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-mechanism" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Financial-Research-Skills/skills/jfr-mechanism into .github/skills/jfr-mechanism/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jfr-mechanism", 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-mechanism -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-mechanism --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-mechanism .opencode/skills/jfr-mechanism && 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-mechanism" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Financial-Research-Skills/skills/jfr-mechanism into .opencode/skills/jfr-mechanism/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jfr-mechanism", 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-mechanism- GitHub stars
- 223
- Used in
- 1 other repo
- Token cost
- ~362 tokens
- SKILL.md length
- 54 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 mechanism section of a 《金融研究》 (Journal of Financial Research) manuscript stops at "promotes / inhibits" — to pin the effect to a concrete financial channel (credit /…
- Works in 3 steps: 直接刻画渠道变量：把渠道变量本身作为因变量（如政策冲击 → 信贷投放） → 链条衔接：渠道变量 → 最终结果，且与主效应大小相容 → 排他：用异质性/安慰剂排除竞争渠道（如能否归因于需求侧而非信贷供给侧）
- Tasks that involve Financial analysis
- SKILL.md covers 触发时机, 《金融研究》要的不是"中介变量"，是"金融渠道", 四条主渠道（对照表） and 渠道证据的三个层次, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Jfr Mechanism is an agent skill from franklee16/academic-research-skills. Use when the mechanism section of a 《金融研究》 (Journal of Financial Research) manuscript stops at "promotes / inhibits" — to pin the effect to a concrete financial channel (credit / risk-taking / balance-sheet / information) with channel-specific evidence rather than a generic mediation regression.
Its SKILL.md is about 360 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 Business, Finance & HR, covering Financial analysis, Banking and insurance and Dispute resolution. 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
- Tasks that involve Financial analysis
- Tasks that involve Banking and insurance
- Tasks that involve Dispute resolution
Example prompts
- “promotes / inhibits”
- “/jfr-mechanism”
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- 直接刻画渠道变量：把渠道变量本身作为因变量（如政策冲击 → 信贷投放）
- 链条衔接：渠道变量 → 最终结果，且与主效应大小相容
- 排他：用异质性/安慰剂排除竞争渠道（如能否归因于需求侧而非信贷供给侧）
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 Mechanism loads about 362 tokens when it runs. Until then it costs about 78 tokens; SKILL.md has 54 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 54 words (~362 tokens).
- name
- jfr-mechanism
Files
Just SKILL.md in Awesome-Journal-Skills-main/Journal-of-Financial-Research-Skills/skills/jfr-mechanism 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 Mechanism 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 Mechanism this skillfranklee16/academic-research-skills | 223 | 1 repos | ~362 | Automated safety check: Pass | None | |
| Buffettdigoal/blog | 8.6k | 1 repos | ~2.7k | Automated safety check: Pass | GPL-2.0 | |
| Construction LawLeoYeAI/openclaw-master-skills | 2.2k | — | ~2.3k | Automated safety check: Pass | MIT | |
| Mortgage Compliancedavepoon/buildwithclaude | 3.6k | — | ~448 | Automated safety check: Pass | MIT | |
| Bacen Compliance Sentinel Rafael Mastronardilawve-ai/awesome-legal-skills | 847 | — | ~4.9k | Automated safety check: Pass | Custom licence | |
| Longbridge Earningshelsome/folio | 271 | 1 repos | ~2.5k | Automated safety check: Pass | None |
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Related
Categories
Questions about Jfr Mechanism
What does Jfr Mechanism do?
A skill your agent uses when the mechanism section of a 《金融研究》 (Journal of Financial Research) manuscript stops at "promotes / inhibits" — to pin the effect to a concrete financial channel (credit /…. Jfr Mechanism is an agent skill from franklee16/academic-research-skills. Use when the mechanism section of a 《金融研究》 (Journal of Financial Research) manuscript stops at "promotes / inhibits" — to pin the effect to a concrete financial channel (credit / risk-taking / balance-sheet / information) with channel-specific evidence rather than a generic mediation regression.
When should I use Jfr Mechanism?
Jfr Mechanism fits situations like: tasks that involve Financial analysis; tasks that involve Banking and insurance; tasks that involve Dispute resolution.
How do I install Jfr Mechanism in Claude Code?
Run `npx skills add franklee16/academic-research-skills --skill jfr-mechanism -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/Journal-of-Financial-Research-Skills/skills/jfr-mechanism in franklee16/academic-research-skills) into .claude/skills/jfr-mechanism in your project. Claude Code loads it when a task matches its description.
How do I install Jfr Mechanism in Codex?
Run `npx skills add franklee16/academic-research-skills --skill jfr-mechanism -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Journal-of-Financial-Research-Skills/skills/jfr-mechanism in franklee16/academic-research-skills) into .agents/skills/jfr-mechanism in your project. Codex loads it when a task matches its description.
Can I use Jfr Mechanism 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-mechanism -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-mechanism, .gemini/skills/jfr-mechanism, .github/skills/jfr-mechanism and .opencode/skills/jfr-mechanism in your project.
What does Jfr Mechanism need to run?
SKILL.md names no scripts, command-line tools or credentials: Jfr Mechanism is instructions for the agent only.
Does Jfr Mechanism 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 Mechanism 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 Mechanism use?
No licence was found for Jfr Mechanism or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Jfr Mechanism use?
About 362 tokens (SKILL.md is roughly 1.4k 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 Mechanism?
Skills that share tags, products or a category with Jfr Mechanism: Buffett (digoal/blog, 8.6k stars), Construction Law (LeoYeAI/openclaw-master-skills, 2.2k stars), Mortgage Compliance (davepoon/buildwithclaude, 3.6k stars) and Bacen Compliance Sentinel Rafael Mastronardi (lawve-ai/awesome-legal-skills, 847 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Jfr Mechanism?
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.