Add reusable agent guardrails for prompt injection and data leaks
Introduce a pkg/agent/guardrail package with three guardrails that can be composed into any agent: - PromptInjectionGuardrail: LLM-based input classifier that detects prompt injection attempts before the agent processes them. - SensitiveDataGuardrail: pattern-based output check for leaked tokens, keys, connection strings, and raw SQL. - SystemPromptLeakGuardrail: configurable output check that detects system prompt content in responses using caller-provided fingerprints. The classifier prompt is embedded from a plain text file for easy review and editing. Signed-off-by: Bryan Frimin <bryan@getprobo.com>
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Sacha Al Himdani
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commit
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55
pkg/agent/guardrail/system_prompt_leak.go
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55
pkg/agent/guardrail/system_prompt_leak.go
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// Copyright (c) 2026 Probo Inc <hello@getprobo.com>.
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//
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// Permission to use, copy, modify, and/or distribute this software for any
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// purpose with or without fee is hereby granted, provided that the above
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// copyright notice and this permission notice appear in all copies.
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//
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// THE SOFTWARE IS PROVIDED "AS IS" AND THE AUTHOR DISCLAIMS ALL WARRANTIES WITH
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// REGARD TO THIS SOFTWARE INCLUDING ALL IMPLIED WARRANTIES OF MERCHANTABILITY
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// AND FITNESS. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR ANY SPECIAL, DIRECT,
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// INDIRECT, OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES WHATSOEVER RESULTING FROM
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// LOSS OF USE, DATA OR PROFITS, WHETHER IN AN ACTION OF CONTRACT, NEGLIGENCE OR
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// OTHER TORTIOUS ACTION, ARISING OUT OF OR IN CONNECTION WITH THE USE OR
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// PERFORMANCE OF THIS SOFTWARE.
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package guardrail
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import (
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"context"
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"strings"
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"go.probo.inc/probo/pkg/agent"
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"go.probo.inc/probo/pkg/llm"
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)
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type SystemPromptLeakGuardrail struct {
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fingerprints []string
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}
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func NewSystemPromptLeakGuardrail(fingerprints []string) *SystemPromptLeakGuardrail {
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lowered := make([]string, len(fingerprints))
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for i, f := range fingerprints {
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lowered[i] = strings.ToLower(f)
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}
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return &SystemPromptLeakGuardrail{fingerprints: lowered}
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}
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func (g *SystemPromptLeakGuardrail) Name() string {
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return "system-prompt-leak"
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}
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func (g *SystemPromptLeakGuardrail) Check(_ context.Context, message llm.Message) (*agent.GuardrailResult, error) {
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text := strings.ToLower(message.Text())
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for _, fp := range g.fingerprints {
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if strings.Contains(text, fp) {
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return &agent.GuardrailResult{
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Tripwire: true,
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Message: "response contains system prompt content",
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}, nil
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}
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}
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return &agent.GuardrailResult{Tripwire: false}, nil
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}
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