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cercano-stats 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-stats from cercano-ai/cercano is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add cercano-ai/cercano/cercano-stats@git:20261023.295d5be

Pins 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: plugins/skills/cercano-stats/SKILL.md
Versions recorded: 2
Latest version: git:20261023.295d5be, committed Oct 23, 2026
First version recorded: Apr 9, 2026
Size: 1,479 bytes
Repository stars: 11
License: Apache-2.0

View Cercano usage statistics and cloud token savings. Shows total requests, tokens processed locally, cloud tokens reported by the host, percentage kept local, and breakdowns by tool, model, and day.

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 Stats

View usage statistics and cloud token savings from Cercano's local inference.

## MCP Tool

**Tool name:** `cercano_stats`

## Parameters

No parameters required.

## Output

Returns a markdown-formatted report including:

- **Total requests** processed locally
- **Local tokens** (input + output)
- **Cloud tokens** (if host-reported via `cercano_submit_usage`)
- **Kept local percentage** (when cloud data is available)
- **Estimated cloud tokens saved** (when no cloud data reported)
- **Breakdown by tool** (e.g. summarize, extract, classify)
- **Breakdown by model** (e.g. qwen3-coder, gemma3:4b)
- **Recent activity** (last 7 days)

## Examples

**Get usage stats:**
```json
{}
```

**Sample output:**
```
## Cercano Usage Statistics

**Total requests:** 42
**Local tokens:** 18,500 (15,200 in, 3,300 out)
**Estimated cloud tokens saved:** 18,500

### By Tool
- cercano_summarize: 20 calls, 12,000 tokens
- cercano_extract: 15 calls, 4,500 tokens
- cercano_classify: 7 calls, 2,000 tokens

### By Model
- qwen3-coder: 42 calls, 18,500 tokens

### Recent Activity
- 2026-03-24: 12 calls, 5,200 tokens
- 2026-03-23: 30 calls, 13,300 tokens
```

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add cercano-ai/cercano/cercano-stats@sha256:73cf6e01fd42d2c3

The 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.

Badge

[![mdr](https://markdownregistry.com/badge/art_xwx7ttn7ba6gn3fr.svg)](https://markdownregistry.com/a/art_xwx7ttn7ba6gn3fr)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 2 versions of this file, between Apr 9, 2026 and Oct 23, 2026, about one every 197 days.

version	committed	commit	size	audit
git:20261023.295d5be latest	2026-10-23	295d5be	1,479 B	A	view · diff
git:20260409.b488872	2026-04-09	b488872	1,460 B	A	view

Audit of the latest version

A 17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.

pass: Frontmatter block present
pass: Frontmatter declares a name
pass: Frontmatter declares a description
pass: Size between 200 bytes and 200 KB (1479 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

GitHub

cercano-ai/cercano · 11 stars · license Apache-2.0 · pushed 2026-11-08 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_xwx7ttn7ba6gn3fr
GET https://markdownregistry.com/api/v1/resolve?ref=cercano-ai/cercano/cercano-stats
GET https://markdownregistry.com/api/v1/blob/73cf6e01fd42d2c36d797745079d457d0d3079ecff645625171b01e2b602dde6

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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