richfrem/agent-plugins-skills · plugins/dev-utils/skills/optimize-context/SKILL.md

optimize-context skillA

optimize-context is agent-read markdown (skill) from richfrem/agent-plugins-skills: Reduces AI agent context bloat across three dimensions: duplicate skill deduplication, instruction file optimization (CLAUDE.md, GEMINI.md to <= 80 lines), and session token efficiency. USE ONLY when trimming instruction files, diagnosing duplicate skill loading, or reducing agent token overhead..

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 richfrem/agent-plugins-skills/optimize-context@git:20260911.03c3cb8
Exact content
mdr add richfrem/agent-plugins-skills/optimize-context@sha256:48187120b903a16d

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_w7cenyeigj57p44q.svg)](https://markdownregistry.com/a/art_w7cenyeigj57p44q)

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Versions

versioncommittedcommitsizeaudit
git:20260911.03c3cb8 latest2026-09-11 03c3cb8 2,573 BA view · diff
git:20260601.9a7ab312026-06-01 9a7ab31 11,701 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 (2573 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

richfrem/agent-plugins-skills · 6 stars · license MIT · pushed 2026-09-11 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_w7cenyeigj57p44q
GET https://markdownregistry.com/api/v1/resolve?ref=richfrem/agent-plugins-skills/optimize-context
GET https://markdownregistry.com/api/v1/blob/48187120b903a16de4d31a191551f4d2bc0e686e78b21c4adf0a845229406dc5