ace-context-engineering

ace-context-engineering is a plugin for Claude Code from jmanhype/claude-code-plugin-marketplace. Its manifest loads nothing; the 3 skills it bundles cost 102 tokens per session together, scanned A, original, MIT.

A system for improving the information an AI agent keeps and retrieves during its work. It uses short notes, change records, search, data formats, checks, and production scripts.

In plain words
What is it for?
It is for building agent memory and retrieval workflows, including storing context changes and finding relevant notes with TF-IDF, a text-matching method.
Why use it?
It helps agents maintain useful context across tasks instead of relying on an unstructured or outdated collection of information.

Plugin for Claude Code

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Claude Code
/plugin marketplace add jmanhype/claude-code-plugin-marketplace
agentmods
npx agentmods add plugins/jmanhype/claude-code-plugin-marketplace/ace-context-engineering
Clone the repo
git clone --depth 1 https://github.com/jmanhype/claude-code-plugin-marketplace

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for ace-context-engineering

README.md
[![agentmods](https://agentmods.dev/badge/plugins/jmanhype/claude-code-plugin-marketplace/ace-context-engineering.svg)](https://agentmods.dev/plugins/jmanhype/claude-code-plugin-marketplace/ace-context-engineering)
Your own site
<a href="https://agentmods.dev/plugins/jmanhype/claude-code-plugin-marketplace/ace-context-engineering"><img src="https://agentmods.dev/badge/plugins/jmanhype/claude-code-plugin-marketplace/ace-context-engineering.svg" alt="Measured on agentmods" height="20"></a>
Per session not measured What this adds to a session before it is invoked.
When invoked not measured The manifest loads nothing itself; its 3 skills cost 102 tokens a session between them.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Security

Grade A, and why

ace-context-engineering scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.claude-plugin/marketplace.json#ace-context-engineering · 23 lines

What it actually says

{
  "name": "ace-context-engineering",
  "source": "./plugins/ace-context-engineering",
  "description": "Agentic Context Engineering: evolve context through bullets, deltas, and TF-IDF retrieval. Complete with schemas, validation, and production scripts.",
  "version": "1.0.0",
  "author": {
    "name": "jmanhype"
  },
  "license": "CC-BY-4.0",
  "keywords": [
    "context",
    "ace",
    "agentic",
    "retrieval",
    "memory",
    "bullets",
    "deltas",
    "self-improvement"
  ],
  "category": "productivity",
  "homepage": "https://github.com/jmanhype/claude-code-plugin-marketplace",
  "repository": "https://github.com/jmanhype/claude-code-plugin-marketplace"
}
Contents

What it installs

The manifest is a name and a version. 3 skills travel with it, and installing the plugin installs all of them — 102 tokens a session between them. Each is measured on its own page, and each can be installed alone.

Files

What ships with it

1 file beside marketplace.json#ace-context-engineering in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2d ago First seen · 23 lines scan A a40a3ee7fa34

Subscribe to this mod's changes

ace-context-engineering is a plugin published in the GitHub repository jmanhype/claude-code-plugin-marketplace (27 stars, last pushed yesterday), licensed MIT. Its token cost is not measured: this kind of file is read by the harness, not the model. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.