patterns SKILL.md skillA
patterns 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/patterns@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/patterns/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260902.b370de6, committed Sep 2, 2026
- First version recorded
- Aug 27, 2026
- Size
- 5,556 bytes
- Repository stars
- 322
- License
- MIT
Browse, search, and leverage recurring analytical patterns discovered across past analyses. Use this skill when users want to see what patterns have emerged from previous work, check if a current finding matches a known pattern, search for patterns by keyword or metric, view pattern details, understand established behavioral patterns in their data, or get reminded of recurring observations at session start. This skill is especially valuable when users say things like "what patterns have we seen?
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
# Skill: Patterns
## Purpose
Browse and search recurring patterns discovered across analyses. Patterns
are auto-extracted after each analysis archive and represent behaviors that
appear consistently in the data.
## When to Use
- User says `/patterns` or "what patterns have we seen?"
- During analysis, to check if a finding matches a known pattern
- At session start, to remind the user of established behaviors
## Invocation
`/patterns` — list patterns for the active dataset
`/patterns --global` — list patterns across all datasets
`/patterns search={term}` — search patterns by keyword
`/patterns {id}` — show full details for a specific pattern
## Instructions
### Step 0: Determine Active Dataset
Before loading patterns, identify the active dataset:
1. Read `.knowledge/active.yaml` to get the active dataset name
2. If the file doesn't exist or is empty, default to checking all datasets
3. Use this dataset name when filtering patterns and referencing dataset-specific files
This ensures you're searching patterns for the correct dataset and providing accurate context.
### Step 1: Load Patterns
1. Check if `.knowledge/analyses/_patterns.yaml` exists:
…Read the whole file at its exact version.
How to install
mdr add ai-analyst-lab/ai-analyst/patterns@sha256:c041dca530a58f96The 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_r73ca62wxwveoscm)
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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 | 5,556 B | A | view · diff |
| git:20260827.7ff2e25 | 2026-08-27 | 7ff2e25 | 5,552 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 (5556 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_r73ca62wxwveoscm GET https://markdownregistry.com/api/v1/resolve?ref=ai-analyst-lab/ai-analyst/patterns GET https://markdownregistry.com/api/v1/blob/c041dca530a58f968f221fea39b89d3f42f998d36b3bda2c7627f7115f7f2b89
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.
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