context-optimizer SKILL.md skillA
context-optimizer from rohitg00/pro-workflow is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add rohitg00/pro-workflow/context-optimizer@git:20260718.7f7209dPins git:20260718.7f7209d in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- rohitg00/pro-workflow
- Path
skills/context-optimizer/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260718.7f7209d, committed Jul 18, 2026
- First version recorded
- Mar 5, 2026
- Size
- 3,499 bytes
- Repository stars
- 2,944
- License
- none declared
Optimize token usage and context management. Use when sessions feel slow, context is degraded, or you're running out of budget.
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
# 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@sha256:666f1cf6533df1f1The line at the top of this page pins the label git:20260718.7f7209d, 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_3dd6h3gxj3y6nnc7)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Mar 5, 2026 and Jul 18, 2026, about one every 68 days.
| 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 · 2,944 stars · license none declared · pushed 2026-09-29 · 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 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 rohitg00/pro-workflow
Every file in rohitg00/pro-workflow