cercano-stats SKILL.md skillA
cercano-stats 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-stats@git:20260709.887cd3fPins git:20260709.887cd3f in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- cercano-ai/cercano
- Path
.claude/skills/cercano-stats/SKILL.md- Versions recorded
- 4
- Latest version
- git:20260709.887cd3f, committed Jul 9, 2026
- First version recorded
- Mar 25, 2026
- Size
- 1,695 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.
## Important: Display the result
MCP tool results may not be visible to the user in the terminal. After calling the tool, you MUST output the full tool result text verbatim in your response so the user can see it.
## 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
…Read the whole file at its exact version.
How to install
mdr add cercano-ai/cercano/cercano-stats@sha256:45e26fd0fedd7623The line at the top of this page pins the label git:20260709.887cd3f, 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_lnxmjm2od3rtbvdc)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Mar 25, 2026 and Jul 9, 2026, about one every 35 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260709.887cd3f latest | 2026-07-09 | 887cd3f | 1,695 B | A | view · diff |
| git:20260410.2d55460 | 2026-04-10 | 2d55460 | 1,702 B | A | view · diff |
| git:20260325.82b3c64 | 2026-03-25 | 82b3c64 | 1,479 B | A | view · diff |
| git:20260325.2410230 | 2026-03-25 | 2410230 | 1,479 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 (1695 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_lnxmjm2od3rtbvdc GET https://markdownregistry.com/api/v1/resolve?ref=cercano-ai/cercano/cercano-stats GET https://markdownregistry.com/api/v1/blob/45e26fd0fedd7623b466419f873893148d08b4603b2e3d2985b14c6c4cb4e590
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.
More from cercano-ai/cercano
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