Agent Safety

agent-safety

Ensure agent safety - guardrails, content filtering, monitoring, and compliance

majiayu000/claude-skill-registry·0installs663starsDevOps & CI/CD

SKILL.md

Full skill instructions

Agent Safety

Implement safety systems for responsible AI agent deployment.

When to Use This Skill

Invoke this skill when:

Adding input/output guardrails
Implementing content filtering
Setting up rate limiting
Ensuring compliance (GDPR, SOC2)

Parameter Schema

Parameter	Type	Required	Description	Default
`task`	string	Yes	Safety goal	-
`risk_level`	enum	No	`strict`, `moderate`, `permissive`	`strict`
`filters`	list	No	Filter types to enable	`["injection", "pii", "toxicity"]`

Quick Start

from guardrails import Guard
from guardrails.validators import ToxicLanguage, PIIFilter

guard = Guard.from_validators([
    ToxicLanguage(threshold=0.8, on_fail="exception"),
    PIIFilter(on_fail="fix")
])

# Validate output
validated = guard.validate(llm_response)

Guardrail Types

Input Guardrails

# Prompt injection detection
INJECTION_PATTERNS = [
    r"ignore (previous|all) instructions",
    r"you are now",
    r"forget everything"
]

Output Guardrails

# Content filtering
filters = [
    ToxicityFilter(),
    PIIRedactor(),
    HallucinationDetector()
]

Rate Limiting

class RateLimiter:
    def __init__(self, rpm=60, tpm=100000):
        self.rpm = rpm
        self.tpm = tpm

    def check(self, user_id, tokens):
        # Token bucket algorithm
        pass

Troubleshooting

Issue	Solution
False positives	Tune thresholds
Injection bypass	Add LLM-based detection
PII leakage	Add secondary validation
Performance hit	Cache filter results

Best Practices

Defense in depth (multiple layers)
Fail-safe defaults (deny by default)
Audit everything
Regular red team testing

Compliance Checklist

Input validation active
Output filtering enabled
Audit logging configured
Rate limits set
PII handling compliant

Related Skills

tool-calling - Input validation
llm-integration - API security
multi-agent - Per-agent permissions

References

Install skill

Copy and run in your terminal

npx -y skills add https://github.com/majiayu000/claude-skill-registry --skill agent-safety

View on GitHub

skills/data/agent-safety/SKILL.md

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