Agent skill

Uncertainty In Artificial Intelligence

by franklee16 in franklee16/academic-research-skills

A skill your agent uses when targeting Conference on Uncertainty in Artificial Intelligence (UAI) or deciding whether a computer-science manuscript fits this venue.

No licenceAuto-check passedData & Analytics

Install Uncertainty In Artificial Intelligence

skills CLI
$ npx skills add franklee16/academic-research-skills --skill uncertainty-in-artificial-intelligence -a claude-code

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

GitHub CLI
$ gh skill install franklee16/academic-research-skills uncertainty-in-artificial-intelligence --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/Computer-Science-Conference-Skills/skills/uncertainty-in-artificial-intelligence .claude/skills/uncertainty-in-artificial-intelligence && 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
uncertainty-in-artificial-intelligence
GitHub stars
223
Used in
1 other repo
Token cost
~2k tokens
SKILL.md length
863 words
Files
1
Skills in repo
1,617
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses when targeting Conference on Uncertainty in Artificial Intelligence (UAI) or deciding whether a computer-science manuscript fits this venue.

  • Targeting Conference on Uncertainty in Artificial Intelligence (UAI)
  • SKILL.md covers Conference positioning, When to trigger, Scope & topic fit and Venue-specific calibration, plus 7 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Deciding whether a computer-science manuscript fits this venue

What it does

Uncertainty In Artificial Intelligence is an agent skill from franklee16/academic-research-skills. Use when targeting Conference on Uncertainty in Artificial Intelligence (UAI) or deciding whether a computer-science manuscript fits this venue. Encodes conference fit, framing, evidence bar, submission-cycle checks, rebuttal posture, and desk-reject risks for AI statistics.

Its SKILL.md is about 2k 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 Data & Analytics, covering Statistics. 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

  • Targeting Conference on Uncertainty in Artificial Intelligence (UAI)
  • Deciding whether a computer-science manuscript fits this venue

Example prompts

  • “/uncertainty-in-artificial-intelligence”

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

    Links to these hosts (documentation or services it may open):

    • auai.org

    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

Uncertainty In Artificial Intelligence loads about 2k tokens when it runs. Until then it costs about 79 tokens; SKILL.md has 863 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
~2k

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 863 words (~1,954 tokens).

“Conference on Uncertainty in Artificial Intelligence (UAI) is a top computer-science conference venue for probabilistic reasoning, graphical models, causal inference, decision making under uncertainty, and calibrated ML. It rewards a paper where uncertainty modeling is the contribution rather than an…”

— opening of SKILL.md by franklee16
name
uncertainty-in-artificial-intelligence

Read the full SKILL.md on GitHub

Files

Just SKILL.md in Awesome-Journal-Skills-main/Computer-Science-Conference-Skills/skills/uncertainty-in-artificial-intelligence 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

Uncertainty In Artificial Intelligence 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.

Uncertainty In Artificial Intelligence compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Uncertainty In Artificial Intelligence this skillfranklee16/academic-research-skills2231 repos~2kAutomated safety check: PassNone
Statistical Powerspacering-net/codeg3.9k1 repos~3.6kAutomated safety check: NotesMIT
Statistical Data Analysislingzhi227/agent-research-skills390—~886Automated safety check: PassNone
Q-EDA Exploratory AnalysisTyrealQ/q-skills108—~1.1kAutomated safety check: PassMIT
RoundingRConsortium/pharma-skills120—~3.8kAutomated safety check: PassMIT
PyMC Bayesian Modelingdavila7/claude-code-templates33k11 repos~3.9kAutomated safety check: PassMIT

Similar skills

  • Statistical Power

    spacering-net/codeg

    Sample-size and statistical power calculations for planning studies.

    3.9k GitHub starsUsed in 1 repo~3.6k tokens
    Data & AnalyticsAuto-check: notes
  • Statistical Data Analysis

    lingzhi227/agent-research-skills

    Writes statistical analysis code for experimental data, runs it through a four-round review, and reports effect sizes, p-values and confidence intervals.

    390 GitHub stars~886 tokensUpdated 7 mo ago
    Data & AnalyticsAuto-check passed
  • Runs exploratory data analysis on tabular data after you confirm each column's measurement level, then writes CSV tables and a narrative summary.

    108 GitHub stars~1.1k tokensUpdated 16 days ago
    Data & AnalyticsAuto-check passed
  • Rounding

    RConsortium/pharma-skills

    Audit R code that prepares CSR/TLF statistics for SAS-compatible rounding compliance (ties away from zero, round-once-at-display, fixed trailing-zero precision).

    120 GitHub stars~3.8k tokensUpdated 6 days ago
    Data & AnalyticsAuto-check passed
  • PyMC Bayesian Modeling

    davila7/claude-code-templates

    Builds, fits, checks and compares Bayesian models in PyMC, from priors and NUTS sampling to variational inference, LOO and WAIC comparison, and diagnostics.

    33k GitHub starsUsed in 11 repos~3.9k tokens
    Data & AnalyticsAuto-check passed
  • Dnasp

    ClawBio/ClawBio

    Population genetics of pre-aligned DNA sequences or multi-sample VCFs using selected DnaSP 6 methods.

    1.2k GitHub stars~5.1k tokensUpdated yesterday
    Data & AnalyticsAuto-check passed

More from franklee16/academic-research-skills

All 1,617 skills in this repo
  • Econometric Research Writing

    franklee16/academic-research-skills

    End-to-end econometric analysis and economics/management paper-writing workflow.

    223 GitHub stars~2.4k tokensUpdated 22 days ago
    Auto-check passed
  • Paper Revision

    franklee16/academic-research-skills

    Comprehensive workflow for handling journal Revise and Resubmit (R&R) decisions.

    223 GitHub stars~3.4k tokensUpdated 22 days ago
    Auto-check passed
  • Sci Ssci Polishing

    franklee16/academic-research-skills

    A skill your agent uses when researchers need Chinese academic prose translated into publication-oriented English or English manuscript paragraphs and complete sections polished for SCI, SSCI, or…

    223 GitHub starsUsed in 1 repo~1.5k tokens
    Auto-check passed
  • Research Defense Radar

    franklee16/academic-research-skills

    Assess and monitor an ongoing research project's competitor landscape, novelty risk, and method/data opportunities from a proposal, paper, research question, data or method notes, or a suspected…

    223 GitHub stars~4k tokensUpdated 22 days ago
    Auto-check passed
  • Academic Grant

    franklee16/academic-research-skills

    Generate or fill in academic grant application forms (project statement, education plan, pathway to impact, references) using draft research material.

    223 GitHub stars~2.8k tokensUpdated 22 days ago
    Auto-check: notes
  • Chinese Reference Formatter Skill

    franklee16/academic-research-skills

    A skill your agent uses when a user needs通用中文参考文献、GB/T 7714-style bibliography entries, Chinese academic reference formatting, or BibTeX completion from Chinese or English literature titles…

    223 GitHub stars~1.1k tokensUpdated 22 days ago
    Auto-check passed

Questions about Uncertainty In Artificial Intelligence

What does Uncertainty In Artificial Intelligence do?

A skill your agent uses when targeting Conference on Uncertainty in Artificial Intelligence (UAI) or deciding whether a computer-science manuscript fits this venue. Uncertainty In Artificial Intelligence is an agent skill from franklee16/academic-research-skills. Use when targeting Conference on Uncertainty in Artificial Intelligence (UAI) or deciding whether a computer-science manuscript fits this venue.

When should I use Uncertainty In Artificial Intelligence?

Uncertainty In Artificial Intelligence fits situations like: targeting Conference on Uncertainty in Artificial Intelligence (UAI); deciding whether a computer-science manuscript fits this venue.

How do I install Uncertainty In Artificial Intelligence in Claude Code?

Run `npx skills add franklee16/academic-research-skills --skill uncertainty-in-artificial-intelligence -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/Computer-Science-Conference-Skills/skills/uncertainty-in-artificial-intelligence in franklee16/academic-research-skills) into .claude/skills/uncertainty-in-artificial-intelligence in your project. Claude Code loads it when a task matches its description.

How do I install Uncertainty In Artificial Intelligence in Codex?

Run `npx skills add franklee16/academic-research-skills --skill uncertainty-in-artificial-intelligence -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Computer-Science-Conference-Skills/skills/uncertainty-in-artificial-intelligence in franklee16/academic-research-skills) into .agents/skills/uncertainty-in-artificial-intelligence in your project. Codex loads it when a task matches its description.

Can I use Uncertainty In Artificial Intelligence 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 uncertainty-in-artificial-intelligence -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/uncertainty-in-artificial-intelligence, .gemini/skills/uncertainty-in-artificial-intelligence, .github/skills/uncertainty-in-artificial-intelligence and .opencode/skills/uncertainty-in-artificial-intelligence in your project.

What does Uncertainty In Artificial Intelligence need to run?

SKILL.md names no scripts, command-line tools or credentials: Uncertainty In Artificial Intelligence is instructions for the agent only.

Does Uncertainty In Artificial Intelligence access the network?

SKILL.md names 1 domain. As links in the text: auai.org. This is read from the text; nothing was executed.

Is Uncertainty In Artificial Intelligence 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 Uncertainty In Artificial Intelligence use?

No licence was found for Uncertainty In Artificial Intelligence or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Uncertainty In Artificial Intelligence use?

About 2k tokens (SKILL.md is roughly 7.8k 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 Uncertainty In Artificial Intelligence?

Skills that share tags, products or a category with Uncertainty In Artificial Intelligence: Statistical Power (spacering-net/codeg, 3.9k stars), Statistical Data Analysis (lingzhi227/agent-research-skills, 390 stars), Q-EDA Exploratory Analysis (TyrealQ/q-skills, 108 stars) and Rounding (RConsortium/pharma-skills, 120 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Uncertainty In Artificial Intelligence?

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.