Sensitive Logging Audit
openai/openai-agents-python
Audit or fix sensitive-data exposure in Python SDK diagnostics, exceptions, logging, and telemetry.
A skill your agent uses when planning or auditing the robustness, sensitivity, and multiple-testing battery for a The Journal of Finance (JF) manuscript.
No licenceAuto-check passed
Install Jf Robustness
$ npx skills add franklee16/academic-research-skills --skill jf-robustness -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install franklee16/academic-research-skills jf-robustness --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-Finance-Skills/skills/jf-robustness .claude/skills/jf-robustness && 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 "jf-robustness" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Finance-Skills/skills/jf-robustness into .claude/skills/jf-robustness/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jf-robustness", 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-Finance-Skills/skills/jf-robustnessType 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 jf-robustness -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install franklee16/academic-research-skills jf-robustness --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-Finance-Skills/skills/jf-robustness .agents/skills/jf-robustness && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "jf-robustness" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Finance-Skills/skills/jf-robustness into .agents/skills/jf-robustness/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jf-robustness", 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 jf-robustness -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install franklee16/academic-research-skills jf-robustness --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-Finance-Skills/skills/jf-robustness .cursor/skills/jf-robustness && 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 "jf-robustness" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Finance-Skills/skills/jf-robustness into .cursor/skills/jf-robustness/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jf-robustness", 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-Finance-Skills/skills/jf-robustness--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 jf-robustness -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install franklee16/academic-research-skills jf-robustness --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-Finance-Skills/skills/jf-robustness .gemini/skills/jf-robustness && 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 "jf-robustness" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Finance-Skills/skills/jf-robustness into .gemini/skills/jf-robustness/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jf-robustness", 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 jf-robustnessInstalls 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 jf-robustness -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-Finance-Skills/skills/jf-robustness .github/skills/jf-robustness && 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 "jf-robustness" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Finance-Skills/skills/jf-robustness into .github/skills/jf-robustness/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jf-robustness", 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 jf-robustness -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 jf-robustness --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-Finance-Skills/skills/jf-robustness .opencode/skills/jf-robustness && 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 "jf-robustness" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Finance-Skills/skills/jf-robustness into .opencode/skills/jf-robustness/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jf-robustness", 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
jf-robustness- GitHub stars
- 223
- Used in
- 1 other repo
- Token cost
- ~702 tokens
- SKILL.md length
- 322 words
- Files
- 1
- Skills in repo
- 1,617
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses when planning or auditing the robustness, sensitivity, and multiple-testing battery for a The Journal of Finance (JF) manuscript.
- Auditing the robustness
- SKILL.md covers When to trigger, JF norm: decisive in the body,…, Multiple testing — a… and Robustness battery (select the…, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Multiple-testing battery for a The Journal of Finance (JF) manuscript
What it does
Jf Robustness is an agent skill from franklee16/academic-research-skills. Use when planning or auditing the robustness, sensitivity, and multiple-testing battery for a The Journal of Finance (JF) manuscript. Decides which checks are load-bearing; it does not design the main test.
Its SKILL.md is about 700 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
- Auditing the robustness
- Multiple-testing battery for a The Journal of Finance (JF) manuscript
Example prompts
- “/jf-robustness”
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
Jf Robustness loads about 702 tokens when it runs. Until then it costs about 55 tokens; SKILL.md has 322 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 322 words (~702 tokens).
“JF favors an accessible body within the 60-page limit. Put the 3–6 decisive checks in the main text and move the exhaustive battery to the Internet Appendix, which is bundled at the end of the same PDF and does not…”
- name
- jf-robustness
Files
Just SKILL.md in Awesome-Journal-Skills-main/Journal-of-Finance-Skills/skills/jf-robustness 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
Jf Robustness 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 |
|---|---|---|---|---|---|---|
| Jf Robustness this skillfranklee16/academic-research-skills | 223 | 1 repos | ~702 | Automated safety check: Pass | None | |
| Sensitive Logging Auditopenai/openai-agents-python | 30k | — | ~1k | Automated safety check: Pass | MIT | |
| Sensitive Logging Auditopenai/openai-agents-js | 3.9k | — | ~2.2k | Automated safety check: Pass | MIT | |
| Production Auditaffaan-m/ECC | 276k | 1 repos | ~1.9k | Automated safety check: Pass | MIT | |
| Aims Auditalirezarezvani/claude-skills | 28k | — | ~1.3k | Automated safety check: Pass | MIT | |
| Geo Auditsickn33/agentic-awesome-skills | 47k | 1 repos | ~3.4k | Automated safety check: Notes | MIT |
Similar skills
- Official
- Official
Sensitive Logging Audit
openai/openai-agents-js
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Production Audit
affaan-m/ECC
Local-evidence production readiness audit for shipped apps, pre-launch reviews, post-merge checks, and "what breaks in prod?" questions without sending repo data to an external audit service.
Aims Audit
alirezarezvani/claude-skills
/cs:aims-audit <scope — ISO/IEC 42001 AIMS internal-audit 6-question forcing interrogation.
Geo Audit
sickn33/agentic-awesome-skills
Full website GEO+SEO audit with parallel subagent delegation.
OmniRoute Audit and Policy CLI
diegosouzapw/OmniRoute
Command reference for omniroute's audit, logs, policy and telemetry commands: search and export audit trails, manage access policies and review request history for compliance work.
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Questions about Jf Robustness
What does Jf Robustness do?
A skill your agent uses when planning or auditing the robustness, sensitivity, and multiple-testing battery for a The Journal of Finance (JF) manuscript. Jf Robustness is an agent skill from franklee16/academic-research-skills. Use when planning or auditing the robustness, sensitivity, and multiple-testing battery for a The Journal of Finance (JF) manuscript.
When should I use Jf Robustness?
Jf Robustness fits situations like: auditing the robustness; multiple-testing battery for a The Journal of Finance (JF) manuscript.
How do I install Jf Robustness in Claude Code?
Run `npx skills add franklee16/academic-research-skills --skill jf-robustness -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/Journal-of-Finance-Skills/skills/jf-robustness in franklee16/academic-research-skills) into .claude/skills/jf-robustness in your project. Claude Code loads it when a task matches its description.
How do I install Jf Robustness in Codex?
Run `npx skills add franklee16/academic-research-skills --skill jf-robustness -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Journal-of-Finance-Skills/skills/jf-robustness in franklee16/academic-research-skills) into .agents/skills/jf-robustness in your project. Codex loads it when a task matches its description.
Can I use Jf Robustness 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 jf-robustness -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/jf-robustness, .gemini/skills/jf-robustness, .github/skills/jf-robustness and .opencode/skills/jf-robustness in your project.
What does Jf Robustness need to run?
SKILL.md names no scripts, command-line tools or credentials: Jf Robustness is instructions for the agent only.
Does Jf Robustness 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 Jf Robustness 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 Jf Robustness use?
No licence was found for Jf Robustness or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Jf Robustness use?
About 702 tokens (SKILL.md is roughly 2.8k 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 Jf Robustness?
Skills that share tags, products or a category with Jf Robustness: Sensitive Logging Audit (openai/openai-agents-python, 30k stars), Sensitive Logging Audit (openai/openai-agents-js, 3.9k stars), Production Audit (affaan-m/ECC, 276k stars) and Aims Audit (alirezarezvani/claude-skills, 28k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Jf Robustness?
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.