business SKILL.md skillA
business from ai-analyst-lab/ai-analyst is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add ai-analyst-lab/ai-analyst/business@git:20260902.b370de6Pins git:20260902.b370de6 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- ai-analyst-lab/ai-analyst
- Path
.claude/skills/business/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260902.b370de6, committed Sep 2, 2026
- First version recorded
- Aug 27, 2026
- Size
- 9,415 bytes
- Repository stars
- 322
- License
- MIT
Browse, search, and explore your organization's business context system — glossary terms, product catalog, metric definitions, OKRs/objectives, and team structure. This skill provides interactive access to all business knowledge stored in `.knowledge/organizations/`. Use this skill whenever the user wants to understand business terminology, look up metric definitions, explore what products exist, review company objectives, understand team structure, search for business terms, or generally…
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
# /business — Business Context Browser
> Interactive browser for your organization's knowledge system. Explore terms,
> products, metrics, objectives, and team structure.
## Scope
This skill browses the organization's documented knowledge in
`.knowledge/organizations/{org}/business/` (via `helpers/knowledge/business_context.py`).
It never queries the dataset: `/business products` shows the product catalog YAML, not the
`products` table. For what exists in the data, use `/explore`; for analysis history, `/history`.
## Trigger
Invoked as `/business` or `/business {subcommand}`
## Prerequisites
- Organization context must exist at `.knowledge/organizations/{org}/`
- Read `.knowledge/setup-state.yaml` to find active organization
- If no org configured: "No organization context found. Run `/setup` Phase 3 to configure business context, or create one manually at `.knowledge/organizations/{name}/`."`
## Subcommands
### `/business` (no args) — Overview
Display a summary of available business context:
```
📊 Business Context: {org_name}
Glossary: {n} terms defined
Products: {n} products cataloged
Metrics: {n} metrics specified
Objectives: {n} OKRs/goals tracked
…Read the whole file at its exact version.
How to install
mdr add ai-analyst-lab/ai-analyst/business@sha256:868a6f82c0cd9dbeThe line at the top of this page pins the label git:20260902.b370de6, 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_fp6y7pduafhtqb3h)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Aug 27, 2026 and Sep 2, 2026, about one every 6 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260902.b370de6 latest | 2026-09-02 | b370de6 | 9,415 B | A | view · diff |
| git:20260827.7ff2e25 | 2026-08-27 | 7ff2e25 | 10,349 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (9415 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
Source
ai-analyst-lab/ai-analyst · 322 stars · license MIT · pushed 2026-09-30 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_fp6y7pduafhtqb3h GET https://markdownregistry.com/api/v1/resolve?ref=ai-analyst-lab/ai-analyst/business GET https://markdownregistry.com/api/v1/blob/868a6f82c0cd9dbe00236740b95d4bcde0a1db31eb57c888abec5997f353f71c
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.