data-analysis SKILL.md skillB
data-analysis from orkas-ai/orkas is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add orkas-ai/orkas/data-analysis@git:20260911.8208720Pins git:20260911.8208720 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- B, 16 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- orkas-ai/orkas
- Path
resources/builtin/marketplace/skills/08837be6032e/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260911.8208720, committed Sep 11, 2026
- Size
- 6,991 bytes
- Repository stars
- 7,723
- License
- MIT
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Data Analysis Derive reviewable conclusions from the user's data. Use the available source and computation tools; this Skill does not prescribe a format, language, library, or artifact. Respect project metric definitions and business rules. Preserve inputs unless transformation was requested, and match effort to the decision's risk. Apply three gates before analysis: - **Precision gate:** execute precision-preserving arithmetic before reporting an exact monetary/ledger reconciliation or another result where ordinary numeric arithmetic can lose meaningful digits. Reading values, profiling them, or writing out arithmetic is not verification. - **Method gate:** report no statistical interval, p-value, model coefficient, forecast, or probability unless an applicable method was executed and its assumptions are supported by the evidence. Calling a number rough or approximate does not supply a derivation. - **Confidence gate:** return no 0-100 or other numerical confidence unless the source defines the score or an applicable method estimates that quantity. Otherwise say it is not estimable from the supplied evidence. Never relabel …
Read the whole file at its exact version.
How to install
mdr add orkas-ai/orkas/data-analysis@sha256:21298f89e81ae843The line at the top of this page pins the label git:20260911.8208720, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_a5uap6szzvrimpao)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 11, 2026.
Audit of the latest version
- fail: Frontmatter declares a description
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Size between 200 bytes and 200 KB (6991 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
orkas-ai/orkas · 7,723 stars · license MIT · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_a5uap6szzvrimpao GET https://markdownregistry.com/api/v1/resolve?ref=orkas-ai/orkas/data-analysis GET https://markdownregistry.com/api/v1/blob/21298f89e81ae84363a1a8ef4d1dd6b71c6d494c3d648511c75a2b1023a2ac1c
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.