Search Results for "guardrails" | AgentCC

llamaguard

Meta's 7-8B specialized moderation model for LLM input/output filtering. 6 safety categories - violence/hate, sexual content, weapons, substances, self-harm, criminal planning. 94-95% accuracy. Deploy with vLLM, HuggingFace, Sagemaker. Integrates with NeMo Guardrails.

Safety AlignmentLlamaGuardContent Moderation+6

nemo-guardrails

NVIDIA's runtime safety framework for LLM applications. Features jailbreak detection, input/output validation, fact-checking, hallucination detection, PII filtering, toxicity detection. Uses Colang 2.0 DSL for programmable rails. Production-ready, runs on T4 GPU.

Safety AlignmentNeMo GuardrailsNVIDIA+7

openwork-core

Core context and guardrails for OpenWork native app

agent-builder

Build high-performing OpenClaw agents end-to-end. Use when you want to design a new agent (persona + operating rules) and generate the required OpenClaw workspace files (SOUL.md, IDENTITY.md, AGENTS.md, USER.md, HEARTBEAT.md, optional MEMORY.md + memory/YYYY-MM-DD.md). Also use to iterate on an existing agent’s behavior, guardrails, autonomy model, heartbeat plan, and skill roster.

autonomous-skill-orchestrator

Deterministically coordinates autonomous planning and execution across available skills under strict guardrails. Use only when the user explicitly activates this skill by name to run autonomously until a stop command is issued. Trigger keywords include: "use autonomous-skill-orchestrator", "activate autonomous-skill-orchestrator", "start autonomous orchestration".

vercel-policy-guardrails

jeremylongshore

Implement Vercel lint rules, policy enforcement, and automated guardrails. Use when setting up code quality rules for Vercel integrations, implementing pre-commit hooks, or configuring CI policy checks for Vercel best practices. Trigger with phrases like "vercel policy", "vercel lint", "vercel guardrails", "vercel best practices check", "vercel eslint".

windsurf-policy-guardrails

jeremylongshore

Implement Windsurf lint rules, policy enforcement, and automated guardrails. Use when setting up code quality rules for Windsurf integrations, implementing pre-commit hooks, or configuring CI policy checks for Windsurf best practices. Trigger with phrases like "windsurf policy", "windsurf lint", "windsurf guardrails", "windsurf best practices check", "windsurf eslint".

perplexity-policy-guardrails

jeremylongshore

Implement Perplexity lint rules, policy enforcement, and automated guardrails. Use when setting up code quality rules for Perplexity integrations, implementing pre-commit hooks, or configuring CI policy checks for Perplexity best practices. Trigger with phrases like "perplexity policy", "perplexity lint", "perplexity guardrails", "perplexity best practices check", "perplexity eslint".

retellai-policy-guardrails

Jeremylongshore Claude Code Plugins Plus Skills Retellai Policy Guardrails

Implement Retell AI lint rules, policy enforcement, and automated guardrails. Use when setting up code quality rules for Retell AI integrations, implementing pre-commit hooks, or configuring CI policy checks for Retell AI best practices. Trigger with phrases like "retellai policy", "retellai lint", "retellai guardrails", "retellai best practices check", "retellai eslint".

replit-policy-guardrails

Jeremylongshore Claude Code Plugins Plus Skills Replit Policy Guardrails

Implement Replit lint rules, policy enforcement, and automated guardrails. Use when setting up code quality rules for Replit integrations, implementing pre-commit hooks, or configuring CI policy checks for Replit best practices. Trigger with phrases like "replit policy", "replit lint", "replit guardrails", "replit best practices check", "replit eslint".

clay-policy-guardrails

Jeremylongshore Claude Code Plugins Plus Skills Clay Policy Guardrails

Implement Clay lint rules, policy enforcement, and automated guardrails. Use when setting up code quality rules for Clay integrations, implementing pre-commit hooks, or configuring CI policy checks for Clay best practices. Trigger with phrases like "clay policy", "clay lint", "clay guardrails", "clay best practices check", "clay eslint".

firecrawl-policy-guardrails

Jeremylongshore Claude Code Plugins Plus Skills Firecrawl Policy Guardrails

Implement FireCrawl lint rules, policy enforcement, and automated guardrails. Use when setting up code quality rules for FireCrawl integrations, implementing pre-commit hooks, or configuring CI policy checks for FireCrawl best practices. Trigger with phrases like "firecrawl policy", "firecrawl lint", "firecrawl guardrails", "firecrawl best practices check", "firecrawl eslint".

supabase-policy-guardrails

jeremylongshore

Implement Supabase lint rules, policy enforcement, and automated guardrails. Use when setting up code quality rules for Supabase integrations, implementing pre-commit hooks, or configuring CI policy checks for Supabase best practices. Trigger with phrases like "supabase policy", "supabase lint", "supabase guardrails", "supabase best practices check", "supabase eslint".

exa-policy-guardrails

Jeremylongshore Claude Code Plugins Plus Skills Exa Policy Guardrails

Implement Exa lint rules, policy enforcement, and automated guardrails. Use when setting up code quality rules for Exa integrations, implementing pre-commit hooks, or configuring CI policy checks for Exa best practices. Trigger with phrases like "exa policy", "exa lint", "exa guardrails", "exa best practices check", "exa eslint".

sentry-policy-guardrails

Jeremylongshore Claude Code Plugins Plus Skills Sentry Policy Guardrails

Implement governance and policy guardrails for Sentry. Use when enforcing organizational standards, compliance rules, or standardizing Sentry usage across teams. Trigger with phrases like "sentry governance", "sentry standards", "sentry policy", "enforce sentry configuration".

wp-project-triage

Use when you need a deterministic inspection of a WordPress repository (plugin/theme/block theme/WP core/Gutenberg/full site) including tooling/tests/version hints, and a structured JSON report to guide workflows and guardrails.

openai-agents

Jezweb Claude Skills Openai Agents

Build AI applications with OpenAI Agents SDK - text agents, voice agents, multi-agent handoffs, tools with Zod schemas, guardrails, and streaming. Prevents 11 documented errors. Use when: building agents with tools, voice agents with WebRTC, multi-agent workflows, or troubleshooting MaxTurnsExceededError, tool call failures, reasoning defaults, JSON output leaks.

existing-repo

Analyze existing repositories, maintain structure, setup guardrails and best practices

guardrails-ai-setup

Guardrails AI validation framework setup for LLM applications. Implement input/output validation, safety checks, and structured output enforcement.

nemo-guardrails

NVIDIA NeMo Guardrails configuration for conversational safety and control

workflow-ship-faster

Ship Faster end-to-end workflow for small web apps (default: Next.js 16.1.1): idea/prototype → foundation gate → design-system.md → lightweight guardrails + docs → feature iteration → optional Supabase + Stripe → optional GitHub + Vercel deploy → optional AI-era SEO (sitemap/robots/llms.txt). Resumable, artifact-first under runs/ship-faster/ (or OpenSpec changes/). Trigger: ship/launch/deploy/production-ready MVP.

public-guardrails

Restrict Codex to files within the Passlock public monorepo (current workspace). Use when starting a new agent session in the public pnpm monorepo or when workspace-scope guardrails are needed.

building-with-openai-agents

Use when building AI agents with OpenAI's Agents SDK. Triggers include creating agents, implementing tools, multi-agent handoffs, guardrails, MCP integration, tracing. Also for using LiteLLM to run agents on free/alternative models (Anthropic, Gemini). NOT for general OpenAI API usage (use openai-python SDK docs instead).

aws-cloudformation-bedrock

giuseppe-trisciuoglio

Provides AWS CloudFormation patterns for Amazon Bedrock resources including agents, knowledge bases, data sources, guardrails, prompts, flows, and inference profiles. Use when creating Bedrock agents with action groups, implementing RAG with knowledge bases, configuring vector stores, setting up content moderation guardrails, managing prompts, orchestrating workflows with flows, and configuring inference profiles for model optimization.

backend-mvp-guardrails

Use when designing or reviewing a backend MVP with tight budget, evolving schema, and reliance on third-party backends where idempotency, replay, and responsibility attribution are high-risk.

browser-tools

OrchestKit orchestration wrapper for browser automation. Adds security rules, rate limiting, and ethical scraping guardrails on top of the upstream agent-browser skill. Use when automating browser workflows, capturing web content, or extracting structured data from web pages.

browserautomationplaywright+3

brand-guardrails

Use to review voice, visual, legal, and partner requirements before publishing social content.

channel-pacing-guardrails

Guardrail framework for monitoring spend, efficiency, and CAC thresholds by channel.

budget-optimization

Use when reallocating spend across channels/ad sets or setting guardrails to stay on plan.

creative-brief-framework

Use to structure concise creative briefs with goals, audience, and guardrails.

usage-health-scorecard

Framework for monitoring activation, engagement, and monetization guardrails.

revenue-health-dashboard

Visualization blueprint for revenue KPIs, guardrails, and action callouts.

suppression-logic

Use to define guardrails that pause signal-driven plays when accounts are risky, saturated, or in-flight elsewhere.

elasticity-lab

Use to run pricing elasticity experiments with consistent assumptions and guardrails.

experiment-design-kit

Toolkit for structuring hypotheses, variants, guardrails, and measurement plans.

participant-operations-hub

Processes and guardrails for recruiting, scheduling, consent, and incentive fulfillment.

skill-creator

Meta-skill for creating well-structured skills with proper progressive disclosure. When user wants to create a new skill, guide them through the process: purpose, triggers, instructions, guardrails, examples. Ensures skills follow the repository conventions and are immediately usable.

wp-project-triage

Use when you need a deterministic inspection of a WordPress repository (plugin/theme/block theme/WP core/Gutenberg/full site) including tooling/tests/version hints, and a structured JSON report to guide workflows and guardrails.

fix

Review+fix protocol with safety guardrails (unsoundness, invariants, footguns, incidental complexity). Use when prompts say "$fix this PR", "fix current branch", "fix this diff", "repair CI red", or "apply a minimal patch", and when crash/corruption/invariant-break issues need correction with a validation signal.

performance-budgeting

Define performance budgets and guardrails. Use when a senior developer needs performance targets and enforcement.

data-quality-standards

Data quality validation rules, quality metrics, and acceptance criteria for Somali dialect classifier datasets. Covers duplicate detection, language filtering, quality scoring, and validation protocols. Auto-invokes when discussing data quality, validation, cleaning, or quality guardrails for this project.

qa-refactoring

Safe refactoring for legacy or complex codebases: preserve behavior while improving structure, reducing technical debt, and tightening quality gates. Use for characterization tests, seams/adapters, incremental refactor loops, strangler migrations, refactor PR sizing, and CI guardrails (lint/type/contract tests).

ai-agents

Production-grade AI agent patterns with MCP integration, agentic RAG, handoff orchestration, multi-layer guardrails, observability, token economics, ROI frameworks, and build-vs-not decision guidance (modern best practices)

negative-contrastive-framing

Use when clarifying fuzzy boundaries, defining quality criteria, teaching by counterexample, preventing common mistakes, setting design guardrails, disambiguating similar concepts, refining requirements through anti-patterns, creating clear decision criteria, or when user mentions near-miss examples, anti-goals, what not to do, negative examples, counterexamples, or boundary clarification.

meta-prompt-engineering

Use when prompts produce inconsistent or unreliable outputs, need explicit structure and constraints, require safety guardrails or quality checks, involve multi-step reasoning that needs decomposition, need domain expertise encoding, or when user mentions improving prompts, prompt templates, structured prompts, prompt optimization, reliable AI outputs, or prompt patterns.

self-service infrastructure

melodic-software

Use when designing infrastructure self-service portals, IaC templates, or automated provisioning systems. Covers Terraform modules, Pulumi, environment provisioning, and infrastructure guardrails.

golden-paths

melodic-software

Use when designing standardized development workflows, paved roads, or opinionated defaults. Covers golden path patterns, template design, developer workflow optimization, and guardrails.

alignment-values-north-star

Use when teams need shared direction and decision-making alignment. Invoke when starting new teams, scaling organizations, defining culture, establishing product vision, resolving misalignment, creating strategic clarity, or setting behavioral standards. Use when user mentions North Star, team values, mission, principles, guardrails, decision framework, or cultural alignment.