Programmatic Agent Constraint Toolkit — governance infrastructure for AI coding agents
npx claudepluginhub jonathanmr22/pactProgrammatic Agent Constraint Toolkit — governance infrastructure for AI coding agents
jonathanmr22
A framework for governing AI coding agents through infrastructure instead of instructions.
The common assumption is that Claude's problem is memory. It forgets facts, decisions, and other nuances between sessions, so the go-to "solution" is to make it remember more by applying bandaids like session logs or plans in endless markdown files, classic databases, spawning dozens of subagents to argue it out with little context, and attempting marathon sessions to prove you've avoided compaction; that last one is actually nightmare fuel, not an accomplishment. I'll take "context rot" for $500, Alex.
The uncomfortable truth is that Claude makes bad decisions even when it remembers everything. It will edit a file it hasn't read. Fix one layer and break three downstream. Guess at a package API instead of checking docs. Declare "done" while half the work is missing. Full context doesn't fix any of these. They're reasoning failures, not recall failures.
Memory plugins ask: "How do we help Claude remember?" PACT asks: "How do we help Claude think?"
Solo developers and small teams. PACT was built by a solo developer for solo developers, then designed to scale up. The smaller your team, the more you need it. There's no code reviewer to notice the stale cache, no teammate to check the dependency chain, no QA to catch the UI regression. Large teams have humans for that. You have PACT.
Small project? Good. That's when infrastructure matters most. PACT's subsystems activate on the patterns they detect, not on project size.
PACT is a modular governance framework for AI coding agents (Claude Code, Cursor, Copilot Workspace, etc.). Use all of it or just the parts that fill gaps in your existing setup — if you already have a memory layer, a task manager, or a workflow orchestrator, PACT detects that and only scaffolds what's missing.
PACT has nine features. Take what you need:
PACT supports running multiple AI agents on the same project — Claude Code and Gemini CLI share the same hooks, rules, and task tracker. When one agent is degraded, switch to the other without losing context.
session-status-check.sh warns you when Claude is degradedRead the full Multi-Agent Setup Guide →
Official prompts.chat marketplace - AI prompts, skills, and tools for Claude Code
Open Design — local-first design app exposed to coding agents over MCP. Install once with your agent's plugin command and projects/files/skills are reachable through stdio.
Behavioral guidelines to reduce common LLM coding mistakes, derived from Andrej Karpathy's observations