j-star-films-studios/vibecode-protocol-suite · assets/.agent/skills/agent-engineering/optimize-agent-context/SKILL.md

optimize-agent-context skillA

optimize-agent-context is agent-read markdown (skill) from j-star-films-studios/vibecode-protocol-suite: Create, audit, or optimize agent.md, claude.md, cursorrules, or any AI coding agent context file using the "Band-Aid Philosophy." Strips bloat, enforces minimalism, and ensures only failure-correcting rules remain. Use when the user mentions: "agent.md", "claude.md", "cursorrules", ".clinerules", "AGENTS.md", "context file", "optimize context", "agent instructions", "reduce agent bloat", "agent keeps making mistakes", "fix my agent file", "create agent file", "audit agent context", or any varian.

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 j-star-films-studios/vibecode-protocol-suite/optimize-agent-context@git:20260820.4dbe9e4
Exact content
mdr add j-star-films-studios/vibecode-protocol-suite/optimize-agent-context@sha256:80b1c8c74214fa7f

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_lhbwwqy2wpn5pqbq.svg)](https://markdownregistry.com/a/art_lhbwwqy2wpn5pqbq)

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Versions

versioncommittedcommitsizeaudit
git:20260820.4dbe9e4 latest2026-08-20 4dbe9e4 4,700 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 (4700 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

j-star-films-studios/vibecode-protocol-suite · 24 stars · license ISC · pushed 2026-09-13 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_lhbwwqy2wpn5pqbq
GET https://markdownregistry.com/api/v1/resolve?ref=j-star-films-studios/vibecode-protocol-suite/optimize-agent-context
GET https://markdownregistry.com/api/v1/blob/80b1c8c74214fa7fba3265c9fbdaebf28d50084326c525a19bc59b5d3e30e176

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