cercano-classify SKILL.md skillA
This file is byte-identical to the first copy the registry indexed, one of 3 indexed copies. Same content hash, so the same checks give both the same grade.
cercano-classify from cercano-ai/cercano is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add cercano-ai/cercano/cercano-classify@git:20261023.295d5bePins git:20261023.295d5be in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- cercano-ai/cercano
- Path
source/server/internal/skills/catalog/cercano-classify/SKILL.md- Versions recorded
- 2
- Latest version
- git:20261023.295d5be, committed Oct 23, 2026
- First version recorded
- Jul 9, 2026
- Size
- 1,757 bytes
- Repository stars
- 11
- License
- Apache-2.0
Classify or triage text using the configured model route via Cercano. Returns a category, confidence level, and brief reasoning. Use this for quick local triage of errors, logs, code quality issues, bug reports, or any content that needs categorization through the configured model route.
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
# Cercano Classify
Classify or triage text into categories using the configured model route.
## Routing and data handling
Saved task routing and redirects determine local or cloud execution. Tool names
do not enforce locality, privacy, cost, or latency. Verify the selected destination
before supplying sensitive input; web research also contacts external search and
page servers. Model output and confidence are not independent verification.
## MCP Tool
**Tool name:** `cercano_classify`
## Parameters
| Parameter | Type | Required | Description |
|-----------|------|----------|-------------|
| `text` | string | Yes | The text to classify or triage. |
| `categories` | string | No | Comma-separated list of categories to choose from. If omitted, the model determines appropriate categories. |
## Response
Returns a structured classification:
- **Category:** The determined category
- **Confidence:** high, medium, or low
- **Reasoning:** One sentence explanation
## Examples
**Classify an error with predefined categories:**
```json
{
"text": "FATAL: password authentication failed for user \"postgres\"",
"categories": "auth,network,configuration,data,unknown"
}
```
…Read the whole file at its exact version.
How to install
mdr add cercano-ai/cercano/cercano-classify@sha256:e2ad0b0cb96249d6The line at the top of this page pins the label git:20261023.295d5be, 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_vqp6ca3yazwyugiu)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Jul 9, 2026 and Oct 23, 2026, about one every 106 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261023.295d5be latest | 2026-10-23 | 295d5be | 1,757 B | A | view · diff |
| git:20260709.887cd3f | 2026-07-09 | 887cd3f | 1,375 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 (1757 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
cercano-ai/cercano · 11 stars · license Apache-2.0 · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_vqp6ca3yazwyugiu GET https://markdownregistry.com/api/v1/resolve?ref=cercano-ai/cercano/cercano-classify GET https://markdownregistry.com/api/v1/blob/e2ad0b0cb96249d633235ef837b3a100987bf1350b15b36efadc5c2127c07d69
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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