compression-strategy SKILL.md skillA
compression-strategy from athola/claude-night-market is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add athola/claude-night-market/compression-strategy@git:20260611.a46529bPins git:20260611.a46529b in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- athola/claude-night-market
- Path
plugins/conserve/skills/compression-strategy/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260611.a46529b, committed Jun 11, 2026
- First version recorded
- May 8, 2026
- Size
- 5,538 bytes
- Repository stars
- 348
- License
- MIT
Recommends context compression strategies for bloated or quota-heavy sessions. Use when context feels sluggish or quota burns faster than expected.
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
# Compression Strategy Analyze current context usage and recommend optimal compression strategies. ## When To Use - Context feels bloated or sluggish - Before major task phase transitions (plan complete, starting implementation) - Token quota burning faster than expected - After large tool output accumulations ## When NOT To Use - Context-optimization skill already handling the scenario - Simple queries with minimal context - Freshly cleared context ## Required TodoWrite Items 1. `compression-strategy:analyze-context` 2. `compression-strategy:recommend-strategy` 3. `compression-strategy:estimate-savings` ## Step 1 – Analyze Context (`analyze-context`) Run `/context` to check current usage. Then estimate: 1. **Tool output accumulation**: How much context is from tool results vs. conversation? 2. **Stale content age**: How many turns since critical decisions were made? 3. **Active files**: Which files are still relevant vs. historical? ## Step 2 – Recommend Strategy (`recommend-strategy`) Based on analysis, recommend one of: ### Option A: `/clear` and `/catchup` Best when: - Task phase complete (planning done, implementation starting) - Context > 60% full …
Read the whole file at its exact version.
How to install
mdr add athola/claude-night-market/compression-strategy@sha256:accc28b782409afaThe line at the top of this page pins the label git:20260611.a46529b, 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_zog5you6dopzbto7)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between May 8, 2026 and Jun 11, 2026, about one every 9 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260611.a46529b latest | 2026-06-11 | a46529b | 5,538 B | A | view · diff |
| git:20260526.269ccd5 | 2026-05-26 | 269ccd5 | 4,220 B | A | view · diff |
| git:20260521.6f5c7d9 | 2026-05-21 | 6f5c7d9 | 4,212 B | A | view · diff |
| git:20260518.48f21d6 | 2026-05-18 | 48f21d6 | 4,164 B | A | view · diff |
| git:20260508.c09f147 | 2026-05-08 | c09f147 | 3,683 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 (5538 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
athola/claude-night-market · 348 stars · license MIT · pushed 2026-11-05 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_zog5you6dopzbto7 GET https://markdownregistry.com/api/v1/resolve?ref=athola/claude-night-market/compression-strategy GET https://markdownregistry.com/api/v1/blob/accc28b782409afad4115826d8d0224f57d6aed01ac39fce893b525025745415
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.