Sigma
CheckedSigma generates diverse, creative text formats – poems, code, scripts, musical pieces, email, letters, etc. – boosting content creation and sparking new ideas.
Install on your platform
Showing Claude Code. One command installs this skill into any of the agents below.
- 1
Run this in your project
terminal$ npx skills add sanyuan0704/sanyuan-skills --skill sigma -a claude-code Uses the open-source
skillsCLI and needs Node.js. Add-gto install it for your user instead of this project.
What we know about this skill
Publisher
sanyuan0704
Taken from the source listing. We haven't verified who controls this account.
Install target
Live repository
Not pinned. Installing fetches whatever the repository holds at the time you run the command.
Automated safety checks
This skill passed all 6 checks. We read its files at one commit and looked for the things that make a skill dangerous to run — not for whether it works.
Declares what it does: passed
SKILL.md parses and declares a name and a description.
SKILL.md exists, its frontmatter parses, and it declares a name and a description.
No undeclared network calls: passed
Makes no network calls.
Every host the skill dials — from its scripts, its config endpoints or the commands it tells the agent to run — is either well-known package and API infrastructure or declared in its own frontmatter. Links in documentation are not counted.
No obfuscated payloads: passed
No encoded or obfuscated payloads.
No base64, hex or compressed blob is decoded and then executed, and no encoded shell commands.
No credential access: passed
Reads no keys, tokens, keychains or credential files.
Neither the code nor the SKILL.md instructions read SSH keys, cloud credentials, keychains, token stores, browser cookie databases or dotfiles that hold secrets.
No pipe-to-shell installers: passed
No pipe-to-shell or download-and-run installers.
No `curl … | sh` pattern, in the code or in the instructions, that runs code fetched at run time.
Pinned to a commit: passed
Scanned sanyuan0704/sanyuan-skills at 08b6572ef1.
The exact upstream commit SHA that was scanned is recorded, so the result refers to specific bytes.
- Commit
- 08b6572ef1
- Manifest
- skills/sigma/SKILL.md
- Scanned
- 5 files, 1,119 lines
About this skill
What it does
The sigma skill provides a way to calculate statistical significance. It can determine p-values and perform hypothesis testing, allowing users to assess the likelihood of results occurring by chance. This is useful for analyzing data and drawing conclusions based on evidence rather than intuition.
When to use it
- A/B Testing: Determine if changes to a website or app are statistically significant improvements over the original version.
- Scientific Research: Evaluate the significance of experimental results and support claims with statistical analysis.
- Market Analysis: Assess whether observed trends in customer behavior are real or due to random variation.
- Data Validation: Check if data sets have anomalies that could indicate errors or biases.
Key capabilities
- P-value calculation
- Hypothesis testing
- Statistical significance assessment
Example prompts
- "Calculate the p-value for a t-test with these values: [list of values]"
- "Perform a hypothesis test to see if there's a significant difference between group A and group B."
- "What is the statistical significance of this data set?"
Tips & gotchas
The skill requires numerical input. Ensure that the provided data is in a suitable format for statistical analysis, such as lists or arrays of numbers.