stats SKILL.md skillA
stats from shweta-mishra-ai/tokenmizer is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add shweta-mishra-ai/tokenmizer/stats@git:20260911.15f5b03Pins git:20260911.15f5b03 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- shweta-mishra-ai/tokenmizer
- Path
.claude-plugin/skills/stats/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260911.15f5b03, committed Sep 11, 2026
- First version recorded
- Jun 11, 2026
- Size
- 1,440 bytes
- Repository stars
- 34
- License
- MIT
Show TokenMizer token savings stats — how many tokens saved today, this week, cache hit rate, and which layers are saving the most. Use when user asks about token usage, costs, savings, or "how much have we saved".
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
Show TokenMizer token savings analytics.
## What to do
```bash
curl -s http://localhost:8000/api/stats
```
Then also fetch cache stats:
```bash
curl -s http://localhost:8000/api/cache/stats
```
## Format the output clearly
Show:
- Tokens saved today and this week
- Cost saved in USD
- Cache hit rate
- Which layer saved the most (compression / cache / windowing / file extraction)
- Suggestions if savings are low
## Example output
```
TokenMizer Stats
─────────────────────────
Today: 12,450 tokens saved (34%) — $0.0373
Week: 87,200 tokens saved (31%) — $0.2616
By layer:
File extraction: 45,000 tokens
Semantic cache: 28,000 tokens
Smart window: 9,200 tokens
Compression: 3,800 tokens
Output trim: 1,200 tokens
Cache: 847 entries | 68% hit rate | 8% full
─────────────────────────
Dashboard: http://localhost:8000
```
## If nothing saved yet
Nothing has gone through the proxy yet. Show this, and nothing else:
```python
from openai import OpenAI
client = OpenAI(
api_key="your-key",
base_url="http://localhost:8000/v1"
)
```Read the whole file at its exact version.
How to install
mdr add shweta-mishra-ai/tokenmizer/stats@sha256:da37371efae7d2feThe line at the top of this page pins the label git:20260911.15f5b03, 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_cegllt632jqktspl)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Jun 11, 2026 and Sep 11, 2026, about one every 93 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260911.15f5b03 latest | 2026-09-11 | 15f5b03 | 1,440 B | A | view · diff |
| git:20260611.1d9847e | 2026-06-11 | 1d9847e | 1,423 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 (1440 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
shweta-mishra-ai/tokenmizer · 34 stars · license MIT · pushed 2026-10-29 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_cegllt632jqktspl GET https://markdownregistry.com/api/v1/resolve?ref=shweta-mishra-ai/tokenmizer/stats GET https://markdownregistry.com/api/v1/blob/da37371efae7d2fe524416de6a1e1e7d790f5098aa55e06ba6279424945a8d16
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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