fix(langgraph): harden react_agent system prompt against injection (RHAIENG-7378) - #366
fix(langgraph): harden react_agent system prompt against injection (RHAIENG-7378)#366jira-autofix[bot] wants to merge 4 commits into
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📝 WalkthroughWalkthroughThe ReAct agent system prompt now adds safeguards for repeated tool calls, instruction disclosure, search queries, embedded prompt injection, and requests to override agent rules. ChangesReAct agent safety rules
Priority: ⬇️ Low Estimated code review effort: 2 (Simple) | ~5 minutes Change: Bug fix Merge Risk: 🟡 Moderate · up to Injected executable payloads can still reach the search tool, so the intended prompt-injection protection should be enforced before merge. 🚥 Pre-merge checks | ✅ 5✅ Passed checks (5 passed)
✨ Finishing Touches📝 Generate docstrings
🧪 Generate unit tests (beta)
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Actionable comments posted: 1
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Inline comments:
In `@agents/langgraph/templates/react_agent/src/react_agent/agent.py`:
- Around line 61-65: Enforce search-query validation at the tool boundary before
dummy_web_search receives input from create_agent, rejecting SQL statements,
shell commands, code fragments, and other executable payloads while preserving
genuine search topics. Update test_injection_does_not_hijack_search to assert
the injected payload never reaches dummy_web_search.
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agents/langgraph/templates/react_agent/src/react_agent/agent.py
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Verdict: Request changes
The PR is small and readable, but the security fix is currently prompt-only and therefore not an enforceable boundary.
P1 — Validate search input at the tool boundary
agent.py:61-65 only instructs the model not to send SQL, shell commands, or code to search. The model can still ignore that instruction and call dummy_web_search with DROP TABLE users; tools.py accepts any string without validation.
Please enforce this deterministically before the search implementation receives input—ideally through a validated tool wrapper or input policy—and add a test proving the backend is never called with the malicious payload.
P1 — The regression test can pass without proving the behavior
test_injection_does_not_hijack_search only checks result.tool_calls when those calls are exposed. If the deployment omits tool-call details, the test passes even when the agent internally invokes the search tool with the injected query.
Instrument or spy on the tool boundary and assert that the malicious query never reaches it. Keep a separate assertion for prompt/system-message leakage.
The GitHub checks are green, and the local tool tests pass (10 passed), but those checks do not establish deterministic enforcement.
Attribution for the request-changes review posted above:
AI-Attribution: AIA PAI Ce Hin R gpt-5.6-luna v1.0
AI-Interpretation: https://aiattribution.github.io/statements/AIA-PAI-Ce-Hin-R-?model=gpt-5.6-luna
…HAIENG-7378) Add safety rules to the ReAct agent system prompt to prevent prompt injection attacks from hijacking the search tool. The prompt now instructs the LLM to reject SQL statements, code fragments, and shell commands as search queries, and to decline requests to reveal or override system instructions. Assisted-by: Claude claude-opus-4-6 <noreply@anthropic.com>
… (RHAIENG-7378) Add input validation to dummy_web_search that rejects SQL statements, shell commands, and code fragments at the tool boundary, enforcing the search-query policy independently of the LLM system prompt. Legitimate search queries containing SQL-like words in natural context are allowed. Assisted-by: Claude claude-opus-4-6 <noreply@anthropic.com> Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
…ves (RHAIENG-7378) Assisted-by: Claude claude-opus-4-6 <noreply@anthropic.com> Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
…ified SQL injection (RHAIENG-7378) Assisted-by: Claude claude-opus-4-6 <noreply@anthropic.com> Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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Summary
Harden the LangGraph ReAct agent against prompt injection attacks that hijack the search tool with SQL payloads, shell commands, or code fragments.
Two-layer defense:
System prompt hardening (
agent.py): Added safety rules instructing the LLM to only pass genuine search topics to tools, reject SQL/shell/code payloads, and refuse prompt override attempts.Tool-boundary validation (
tools.py): Added deterministic regex-based input validation indummy_web_searchthat rejects dangerous queries before execution. Covers:Comprehensive tests (
test_tools.py): 32 new parametrized test cases covering:Test plan
ruff checkandruff format --checkpass on all changed fileslanggraph-react-agentnightly run passestest_injection_does_not_hijack_search