metrics SKILL.md skillA
metrics 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/metrics@git:20260827.7ff2e25Pins git:20260827.7ff2e25 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/metrics/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260827.7ff2e25, committed Aug 27, 2026
- Size
- 5,977 bytes
- Repository stars
- 322
- License
- MIT
Browse, search, and display metric definitions from the active dataset's metric dictionary. This skill provides quick access to how metrics are defined, computed, and validated. Use this skill whenever the user wants to see metric definitions, understand how a metric is calculated, check what metrics are available, or verify a metric's specification before using it in analysis. Trigger on phrases like "/metrics", "show me the metrics", "what metrics do we track?…
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: Metrics
## Purpose
Browse, search, and display metric definitions from the active dataset's
metric dictionary. Provides quick access to how metrics are defined, computed,
and validated.
## When to Use
- User says `/metrics` or "show me the metrics" or "what metrics do we track?"
- During analysis, to confirm a metric's definition before computing it
- When writing a metric spec, to check for existing definitions
## Invocation
`/metrics` — list all metrics for the active dataset
`/metrics {id}` — show full spec for a specific metric
`/metrics category={cat}` — filter by category (e.g., monetization)
`/metrics search={term}` — search metric names and descriptions
## Instructions
### Step 1: Load Metric Dictionary
1. Read `.knowledge/active.yaml` to identify the active dataset.
2. Read `.knowledge/datasets/{active}/metrics/index.yaml` for the metric list.
3. If no metrics directory exists: "No metric dictionary for this dataset. Use the metric-spec skill to define metrics."
### Step 2: Execute Command
**List all (`/metrics`):**
- Display as a table: id, name, category, direction, validation_status
- Group by category
- Show total count
…Read the whole file at its exact version.
How to install
mdr add ai-analyst-lab/ai-analyst/metrics@sha256:c2c729db05db7740The line at the top of this page pins the label git:20260827.7ff2e25, 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_st2mjzf6awewisyn)
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Versions
The registry has recorded 1 version of this file, committed on Aug 27, 2026.
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 (5977 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_st2mjzf6awewisyn GET https://markdownregistry.com/api/v1/resolve?ref=ai-analyst-lab/ai-analyst/metrics GET https://markdownregistry.com/api/v1/blob/c2c729db05db774062e91d1fe66f158cc8efff1c4738475c6a55d5eb071be1d4
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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