Agentic Data Analysis Assistant — a system that enables any user to query structured datasets in plain English, automatically generates and executes Python analysis code in a secure sandbox, and narrates findings in accessible language.
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Akshay-Gudekar
Source: github_code
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PYTHON_DOTENV_DISABLED_TYPER_STANDARD_TRACEBACKWATCHFILES_FORCE_POLLINGWATCHFILES_POLL_DELAY_MSWATCHFILES_DEBUGWATCHFILES_IGNORE_PERMISSION_DENIEDXDG_CONFIG_HOMETool 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
25/25 tools missing one or more hints — my_tool (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); tool_with_context (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); async_tool (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +22 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.
Tool test coverage
8/25 tools referenced in tests (32%)
Write tests that reference each tool by name so every tool has at least one test.
Readable source code
23 files appear obfuscated
Ship unminified, readable source.
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