context-optimizer skillA
context-optimizer is agent-read markdown (skill) from rohitg00/pro-workflow: Optimize token usage and context management. Use when sessions feel slow, context is degraded, or you're running out of budget..
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.
What the file says
# Context Optimizer
Manage your context window and token budget effectively.
## Quick Diagnosis
1. Run `/context` to check current usage
2. If > 70% → compact now before it degrades
3. If > 90% → you're in the "dumb zone", compact immediately
## Optimization Strategies
### Immediate
| Action | Saves | When |
|--------|-------|------|
| `/compact` | 30-50% context | At task boundaries |
| Disable unused MCPs | ~5% per MCP | When switching domains |
| Use subagents for exploration | Keeps main context clean | Heavy search/read tasks |
| Fresh session via `/resume` | 100% reset | When starting unrelated work |
### Configuration
Set proactive auto-compaction:
```json
{
"env": {
"CLAUDE_AUTOCOMPACT_PCT_OVERRIDE": "50"
}
}
```
### MCP Audit
Keep <10 MCPs enabled, <80 tools total. Each MCP adds overhead to every request.
```bash
/mcp # List active servers
# Disable what you're not using
```
### Prompt Engineering for Token Efficiency
- Scope your prompts: "In src/auth/, fix the login bug"
- Provide constraints: "Don't modify the middleware"
- Give acceptance criteria: "Should return 429 after 5 attempts"
…Read the whole file at its exact version.
How to install
mdr add rohitg00/pro-workflow/context-optimizer@git:20260718.7f7209dmdr add rohitg00/pro-workflow/context-optimizer@sha256:666f1cf6533df1f1Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_3dd6h3gxj3y6nnc7)
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Versions
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260718.7f7209d latest | 2026-07-18 | 7f7209d | 3,499 B | A | view · diff |
| git:20260417.0b21f18 | 2026-04-17 | 0b21f18 | 3,478 B | A | view · diff |
| git:20260305.9a8e776 | 2026-03-05 | 9a8e776 | 2,553 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 (3499 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
rohitg00/pro-workflow · 2,879 stars · license none · pushed 2026-09-24 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_3dd6h3gxj3y6nnc7 GET https://markdownregistry.com/api/v1/resolve?ref=rohitg00/pro-workflow/context-optimizer GET https://markdownregistry.com/api/v1/blob/666f1cf6533df1f1bdeaee01813238507ba124e58fdeba161a1fae599ae2baf9
Your agent 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.
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