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.
mdr add rysweet/amplihack-rs/context-management@v3.1.0Pins v3.1.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- rysweet/amplihack-rs
- Path
amplifier-bundle/skills/context-management/SKILL.md- Versions recorded
- 2
- Latest version
- v3.1.0, committed May 4, 2026
- First version recorded
- Apr 5, 2026
- Size
- 2,673 bytes
- Repository stars
- 11
- License
- none declared
Proactive context window management via token monitoring, intelligent extraction, and selective rehydration. Features context health checks, priority-based retention, and recovery guidance. Use when approaching token limits or needing to preserve essential context. Complements /transcripts, /reflect, session checkpoints, and PreCompact hooks.
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 Preserve the information needed to continue work across long sessions, compaction, crashes, and handoffs. This skill uses the active agent runtime plus a bundled native shell helper for status and snapshot management. ## When to Use - The conversation is getting long or noisy. - A task spans multiple phases, repos, or agents. - You need a compact handoff after a crash or compaction. - You need to rehydrate only requirements, decisions, files touched, validation state, and blockers. ## Workflow 1. **Assess context health**: identify active goal, constraints, changed files, open todos, validation status, and unresolved questions. 2. **Extract essentials**: keep user requirements, decisions, file paths, commands run, failures, fixes, and next actions. 3. **Drop noise**: summarize verbose logs and omit repeated command output unless it contains an unresolved error. 4. **Checkpoint**: write persistent notes through the active session checkpoint/transcript mechanism when available, or use the bundled helper. 5. **Rehydrate**: restore only the minimum context needed for the next action, then verify against repository state before continuing. …
Read the whole file at its exact version.
How to install
mdr add rysweet/amplihack-rs/context-management@sha256:b5bdbcd5f6862421The line at the top of this page pins the label v3.1.0, 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.
[](https://markdownregistry.com/a/art_4icmac72ryle4ftf)
6 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Apr 5, 2026 and May 4, 2026, about one every 30 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v3.1.0 latest | 2026-05-04 | b7ad1ff | 2,673 B | A | view · diff |
| v3.0.0 | 2026-04-05 | b840a93 | 16,464 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 (2673 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
rysweet/amplihack-rs · 11 stars · license none declared · pushed 2026-10-22 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_4icmac72ryle4ftf GET https://markdownregistry.com/api/v1/resolve?ref=rysweet/amplihack-rs/context-management GET https://markdownregistry.com/api/v1/blob/b5bdbcd5f68624211dc6530e38791bee200e5fe5f6b1b653d9c09ee83b7ac644
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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