optimize SKILL.md skillA
optimize from rsaryev/tokendoctor is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add rsaryev/tokendoctor/optimize@git:20261103.fef7c93Pins git:20261103.fef7c93 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- rsaryev/tokendoctor
- Path
skills/optimize/SKILL.md- Versions recorded
- 3
- Latest version
- git:20261103.fef7c93, committed Nov 3, 2026
- First version recorded
- Oct 25, 2026
- Size
- 3,780 bytes
- Repository stars
- 21
- License
- MIT
Look at token metrics, propose setting changes that cut waste, and apply the ones the person approves.
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
Tune this Claude Code setup for token use. Focus on `$ARGUMENTS` if given. The tokendoctor tools wait behind ToolSearch: load `mcp__tokendoctor__metrics`, `mcp__tokendoctor__settings`, `mcp__tokendoctor__config_list`, `mcp__tokendoctor__config_set` and `mcp__tokendoctor__set_setting` in one ToolSearch call first. 1. **Measure.** Call `metrics` (session context, rate limits, cost, the largest context categories, daily totals, audit findings). For the longer view run `tokendoctor-sessions --json --days 30`. 2. **See what can change.** Call `settings` (every setting tokendoctor may change, set or not, with its current value and whether a change applies live) and `config_list` (the /config rows). 3. **Propose.** Pick at most five changes, largest saving first. For each give: the setting, the current and new value, the evidence from step 1 in one sentence, the trade-off, and whether it applies now or at the next session. Costs are input-token equivalents: speak in shares, never dollars. Do not propose a change the numbers do not support. **The window.** `autoCompactWindow` sets where Claude Code compacts (for example 400000 on a 1M …
Read the whole file at its exact version.
How to install
mdr add rsaryev/tokendoctor/optimize@sha256:d658a67ad0d48778The line at the top of this page pins the label git:20261103.fef7c93, 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_nhtoy5njk7nc2s4a)
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Versions
The registry has recorded 3 versions of this file, between Oct 25, 2026 and Nov 3, 2026, about one every 5 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261103.fef7c93 latest | 2026-11-03 | fef7c93 | 3,780 B | A | view · diff |
| git:20261101.f416dd5 | 2026-11-01 | f416dd5 | 3,178 B | A | view · diff |
| git:20261025.93927ad | 2026-10-25 | 93927ad | 1,999 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 (3780 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
rsaryev/tokendoctor · 21 stars · license MIT · pushed 2026-11-04 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_nhtoy5njk7nc2s4a GET https://markdownregistry.com/api/v1/resolve?ref=rsaryev/tokendoctor/optimize GET https://markdownregistry.com/api/v1/blob/d658a67ad0d4877852b1811c1b58ff53d3c765ea640f3870137730f5fef58c64
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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