compression-strategy skillA
compression-strategy is agent-read markdown (skill) from athola/claude-night-market: Recommends context compression strategies for bloated or quota-heavy sessions. Use when context feels sluggish or quota burns faster than expected..
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
# 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@git:20260611.a46529bmdr add athola/claude-night-market/compression-strategy@sha256:accc28b782409afaPin 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_zog5you6dopzbto7)
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Versions
| 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 · 338 stars · license MIT · pushed 2026-09-22 · 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
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