context-management SKILL.md skillA

context-management from rysweet/amplihack-rs is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add rysweet/amplihack-rs/context-management@v2.0.0

Pins v2.0.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
rysweet/amplihack-rs
Path
docs/claude/skills/context_management/SKILL.md
Versions recorded
2
Latest version
v2.0.0, committed May 16, 2026
First version recorded
May 4, 2026
Size
11,281 bytes
Repository stars
11
License
none declared

Proactive context window management via token monitoring, intelligent extraction, and selective rehydration. Use when approaching token limits or needing to preserve essential context. Complements /transcripts and PreCompact hook with proactive optimization.

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 Management Skill

## Purpose

This skill enables proactive management of Claude Code's context window through intelligent token monitoring, context extraction, and selective rehydration. Instead of reactive recovery after compaction, this skill helps users preserve essential context before hitting limits and restore it efficiently when needed.

## When to Use This Skill

- **Token monitoring**: Check current usage and get recommendations
- **Approaching limits**: Create snapshots at 70-85% usage
- **After compaction**: Restore essential context without full conversation
- **Long sessions**: Preserve key decisions and state proactively
- **Complex tasks**: Keep requirements and progress accessible
- **Context switching**: Save state when pausing work
- **Team handoffs**: Package context for others to continue

## Quick Start

### Check Token Status

```
User: Check my current token usage
```

I'll use the `context_manager` tool to check status:

```rust
from context_manager import check_context_status

status = check_context_status(current_tokens=<current_count>)
# Returns: ContextStatus with usage percentage and recommendations
```

### Create a Snapshot

```
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add rysweet/amplihack-rs/context-management@sha256:7d0a03f7f8d4525d

The line at the top of this page pins the label v2.0.0, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_k6pjtduqo3kokdsn.svg)](https://markdownregistry.com/a/art_k6pjtduqo3kokdsn)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 2 versions of this file, between May 4, 2026 and May 16, 2026, about one every 11 days.

versioncommittedcommitsizeaudit
v2.0.0 latest2026-05-16 6626bc8 11,281 BA view · diff
v2.0.02026-05-04 b7ad1ff 11,309 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (11281 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

GitHub

rysweet/amplihack-rs · 11 stars · license none declared · pushed 2026-10-22 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_k6pjtduqo3kokdsn
GET https://markdownregistry.com/api/v1/resolve?ref=rysweet/amplihack-rs/context-management
GET https://markdownregistry.com/api/v1/blob/7d0a03f7f8d4525d40bfdc853bed52cf9722018fb05d5e09213a0f26ac6c211e

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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