A framework for the science of agents and agents for science
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lamalab-org
Source: github_code
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SIMAGENT_NAMECONTEXT7_CACHE_DIRCONTEXT7_API_KEYCORRAL_WORK_DIRBRAVE_SEARCH_API_KEYMP_API_KEYHF_TOKENMONGODB_DBMONGODB_COLLECTIONOPENALEX_API_KEYOPENAI_API_KEYLLM_API_KEYMONGODB_URITool annotations
No tools have read-only/destructive annotations
Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.
All four hints declared on every tool
120/120 tools missing one or more hints — _call_tool (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); _call_tool (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); _callable (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +117 more. OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.
For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.
Destructive tools are labelled
1 tool perform destructive updates without destructiveHint — execute_python_code deletes at line 344 (Path(temp_file).unlink())
Add destructiveHint:true to any tool whose handler calls .delete(), .upsert(), .update(), unlink, rm, DELETE, DROP, REPLACE INTO, or any operation that overwrites existing data.
Tool inputs are validated
104/117 tool handlers declare input schemas (89%)
Declare an inputSchema with zod/joi/yup on every tool definition.
Tool handlers catch errors
Only 49/117 tool handlers wrap calls in try/catch (42%)
Wrap each tool handler body in try/catch and return a structured error response.
Tests exist
No test files found
Add tests that exercise each declared tool.
No eval / new Function
1 eval() or new Function() call — dynamic code execution
Replace eval / Function with explicit parsing or safer alternatives.
Shell command execution
5 child_process calls — runs shell commands
Prefer library functions over shell-outs. If you must shell out, ensure all inputs are properly escaped.
Readable source code
2 files appear obfuscated
Ship unminified, readable source.
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