vodailocz/kilo-kit-mcp · skills/engineering/context-optimization/SKILL.md

context-optimization skillA

context-optimization is agent-read markdown (skill) from vodailocz/kilo-kit-mcp: Use when optimizing token usage, KV cache efficiency, or context window management for LLM agents. Keywords: context optimization, KV cache, prompt caching, token budget, semantic pruning, lost-in-the-middle..

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.

How to install

Latest version
mdr add vodailocz/kilo-kit-mcp/context-optimization@git:20260821.05c0d52
Exact content
mdr add vodailocz/kilo-kit-mcp/context-optimization@sha256:a5fcdfaa867dcc1f

Pin 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_zint245lu6tzssgl.svg)](https://markdownregistry.com/a/art_zint245lu6tzssgl)

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Versions

versioncommittedcommitsizeaudit
git:20260821.05c0d52 latest2026-08-21 05c0d52 4,039 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, 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 (4039 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

vodailocz/kilo-kit-mcp · 26 stars · license Apache-2.0 · pushed 2026-09-13 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_zint245lu6tzssgl
GET https://markdownregistry.com/api/v1/resolve?ref=vodailocz/kilo-kit-mcp/context-optimization
GET https://markdownregistry.com/api/v1/blob/a5fcdfaa867dcc1fd59b38334d8dbea352f81b7a12b738c975bb9a045cd03827

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.