From 2d3be88bb550c48f1c44ab260934021615dd3cad Mon Sep 17 00:00:00 2001 From: Affaan Mustafa Date: Sat, 28 Feb 2026 10:09:51 -0800 Subject: [PATCH] docs: update positioning to performance optimization system, add Plankton reference --- README.md | 10 ++++++++-- 1 file changed, 8 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 31d2d924..42cc7f7a 100644 --- a/README.md +++ b/README.md @@ -27,9 +27,11 @@ --- -**The complete collection of Claude Code configs from an Anthropic hackathon winner.** +**The performance optimization system for AI agent harnesses. From an Anthropic hackathon winner.** -Production-ready agents, skills, hooks, commands, rules, and MCP configurations evolved over 10+ months of intensive daily use building real products. +Not just configs. A complete system: skills, instincts, memory optimization, continuous learning, security scanning, and research-first development. Production-ready agents, hooks, commands, rules, and MCP configurations evolved over 10+ months of intensive daily use building real products. + +Works across **Claude Code**, **Codex**, **Cowork**, and other AI agent harnesses. --- @@ -440,6 +442,10 @@ Use `/security-scan` in Claude Code to run it, or add to CI with the [GitHub Act [GitHub](https://github.com/affaan-m/agentshield) | [npm](https://www.npmjs.com/package/ecc-agentshield) +### 🔬 Plankton — Code Quality Integration + +[Plankton](https://github.com/alexfazio/plankton) is a recommended companion for code quality enforcement. It provides automated code review, linting orchestration, and quality gates that pair well with the ECC skill and hook system. Use it alongside AgentShield for security + quality coverage. + ### 🧠 Continuous Learning v2 The instinct-based learning system automatically learns your patterns: