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jimmymalhan
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project-guardrails

Enforce anti-hallucination guardrails, idempotent workflows, and quality gates for AI agents.

1|Updated Mar 7, 2026
Search Tags:#quality assurance#code review#workflow automation#developer productivity#cost optimization#guardrails
One-click install
npx skills add https://github.com/jimmymalhan/codereview-pilot --skill project-guardrails-jimmymalhan
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: project-guardrails
Source: https://github.com/jimmymalhan/codereview-pilot/tree/main/.claude/skills/project-guardrails
Command: npx skills add https://github.com/jimmymalhan/codereview-pilot --skill project-guardrails-jimmymalhan

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill establishes and enforces project-specific rules and best practices, preventing common errors like redoing work, violating constraints, or missing crucial documentation and tests.

Core Features & Use Cases

  • Idempotent Workflow: Ensures agents don't repeat completed tasks.
  • Safety & Permissions: Enforces branching, PRs, and protected file rules.
  • Cost Optimization: Guides agents to use cheaper models and efficient prompting.
  • Quality Gates: Mandates tests, documentation, and verification for all changes.
  • Use Case: Before an agent modifies code, it checks existing documentation and tests to ensure the work hasn't already been done, preventing wasted effort and ensuring compliance with safety and cost guidelines.

Quick Start

Apply the project guardrails to ensure all new code changes include tests and documentation.

Frequently Asked Questions about project-guardrails

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I enforce project standards and prevent AI agents from repeating completed work?▼

Idempotent workflow guardrails analyze existing project documentation and tests to ensure agents do not repeat completed tasks, preventing wasted effort and enforcing project standards.

How do I optimize AI agent costs when automating code review and development workflows?▼

Cost optimization guardrails guide agents to use cheaper models and efficient prompting strategies, reducing operational expenses while maintaining quality assurance during code review and workflow automation.

Can I enforce branching strategies and protected file rules for AI agents modifying a code repository?▼

Safety and permissions guardrails enforce branching, pull requests, and protected file rules, ensuring AI agents operate within established repository constraints and do not violate safety guidelines.

What are anti-hallucination guardrails and how do they prevent errors in AI-assisted code generation?▼

Anti-hallucination guardrails prevent errors by ensuring AI agents analyze project documentation and verify constraints before modifying code, stopping hallucinated outputs from violating repository standards.

Do I need existing project documentation and tests to implement workflow automation guardrails?▼

Yes, the guardrails analyze existing documentation and tests to verify whether work has already been done, making comprehensive project documentation a prerequisite for effective idempotent workflow enforcement.

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