response-compression skillA
response-compression is agent-read markdown (skill) from athola/claude-night-market: Compresses verbose responses by removing filler and framing to save 200-400 tokens. Use when responses feel bloated or context is filling fast..
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
# Response Compression Eliminate response bloat to save 200-400 tokens per response while maintaining clarity. ## When To Use - Reducing verbose output to save context tokens - Providing concise answers without losing information ## When NOT To Use - Educational explanations where detail improves understanding - First-time setup instructions needing step-by-step clarity ## Elimination Rules ### ELIMINATE | Category | Examples | Replacement | |----------|----------|-------------| | **Decorative Emojis** | `--` | (remove entirely) | | **Filler Words** | "just", "simply", "basically", "essentially" | (remove or rephrase) | | **Hedging Language** | "might", "could", "perhaps", "potentially", "I think" | Use factual statements | | **Hype Words** | "powerful", "amazing", "seamless", "robust", "elegant" | Use precise descriptors | | **Conversational Framing** | "Let's dive in", "Now that we've", "Moving forward" | Start with content | | **Transitions** | "Furthermore", "Additionally", "In conclusion" | (remove, use structure) | | **Call-to-Action** | "Feel free to", "Don't hesitate to", "Let me know if" | (remove from endings) | ### PRESERVE (When Appropriate) …
Read the whole file at its exact version.
How to install
mdr add athola/claude-night-market/response-compression@git:20260902.4a35d69mdr add athola/claude-night-market/response-compression@sha256:b9416a554b12577cPin 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_qpro6ztub6tvxec5)
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Versions
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260902.4a35d69 latest | 2026-09-02 | 4a35d69 | 6,823 B | A | view · diff |
| git:20260902.d04952c | 2026-09-02 | d04952c | 7,172 B | A | view · diff |
| git:20260807.6564565 | 2026-08-07 | 6564565 | 7,171 B | A | view · diff |
| git:20260728.e457138 | 2026-07-28 | e457138 | 7,173 B | A | view · diff |
| git:20260622.c7c8f6f | 2026-06-22 | c7c8f6f | 6,700 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 (6823 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_qpro6ztub6tvxec5 GET https://markdownregistry.com/api/v1/resolve?ref=athola/claude-night-market/response-compression GET https://markdownregistry.com/api/v1/blob/b9416a554b12577ca99e13e54e1b21dbf40cb50ae7ed70a9de02435814a860b7
Your agent 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.