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#51-applied red team and several tasks#2
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📝 WalkthroughWalkthroughThis pull request significantly restructures the codebase, removing the entire multi-agent research orchestration system (including supervisor, agent workflows, and state management) and replacing it with task-specific investigation modules that delegate to a shared Changes
Estimated code review effort🎯 4 (Complex) | ⏱️ ~75 minutes Poem
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added 2 commits
March 19, 2026 07:51
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Actionable comments posted: 7
🧹 Nitpick comments (2)
tasks/investigate_boost_spike.py (1)
207-216: Consider explicit conversion flag for f-string.Per Ruff RUF010, use
{e!s}instead of{str(e)}for cleaner f-string conversion.♻️ Proposed fix
except Exception as e: console.print( Panel( - f"[bold red]Unexpected error:[/bold red]\n{str(e)}\n\n" + f"[bold red]Unexpected error:[/bold red]\n{e!s}\n\n" "If this is an API error, check your API keys and quota limits.", title="[bold red]Fatal Error[/bold red]", border_style="red", ) )🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed. In `@tasks/investigate_boost_spike.py` around lines 207 - 216, Replace the explicit str(e) call inside the f-string in the exception handling block with the f-string conversion flag {e!s}; locate the except Exception as e block in investigate_boost_spike.py (the console.print Panel constructing the "[bold red]Unexpected error" message) and change the interpolation from {str(e)} to {e!s} so Ruff RUF010 is satisfied and the f-string handles conversion cleanly.tasks/investigate_mit.py (1)
132-141: Consider narrowing the broad exception catch or adding logging.The broad
Exceptioncatch (flagged by Ruff BLE001) is acceptable for a CLI application to prevent crashes, but consider logging the full traceback for debugging purposes while showing a user-friendly message.♻️ Optional improvement with traceback logging
+import traceback + except Exception as e: + # Log full traceback for debugging + traceback.print_exc() console.print( Panel( - f"[bold red]Unexpected error:[/bold red]\n{str(e)}\n\n" + f"[bold red]Unexpected error:[/bold red]\n{e!s}\n\n" "If this is an API error, check your API keys and quota limits.", title="[bold red]Fatal Error[/bold red]", border_style="red", ) )🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed. In `@tasks/investigate_mit.py` around lines 132 - 141, The broad except Exception as e block in tasks/investigate_mit.py currently swallows errors and only prints a user-facing Panel then calls sys.exit(1); update this to either catch more specific exceptions (replace except Exception with targeted exceptions used in the try block) or log the full traceback before exiting by invoking the logger/traceback (e.g., logging.exception(...) or capture traceback.format_exc()) so the error details are recorded while keeping the console.print Panel for users; retain sys.exit(1) for termination and reference the existing console.print, Panel, the exception variable e, and sys.exit to locate and update the handler.
🤖 Prompt for all review comments with AI agents
Verify each finding against the current code and only fix it if needed.
Inline comments:
In `@pyproject.toml`:
- Around line 21-22: Create the package and module referenced by the entry
point: add src/deep_research/__init__.py and src/deep_research/cli.py and
implement a main() function that serves as the CLI entry (exported by
deep_research.cli:main); update run_deep_research.py to import and call
deep_research.cli.main() if it currently imports the same module, and ensure the
package is discoverable by the project (source root includes src) so the
pyproject.toml script deep-research = "deep_research.cli:main" works.
In `@README.md`:
- Around line 132-155: The fenced project-layout block starting with
"Deep_Research/" (containing entries like run_deep_research.py,
src/deep_research/, report_productor.py, etc.) in README.md lacks a fence
language tag; update the opening fence from ``` to ```text so the block becomes
a "text" fenced code block to satisfy MD040 and improve tooling compatibility.
In `@tasks/collect_cpp_compiler_error_data.py`:
- Around line 57-60: The argparse flag definition for "--research" is
incorrectly forcing research mode on by setting default=True; in the
parser.add_argument call that defines "--research" (action="store_true"), remove
the default=True so the flag defaults to False and users must opt in with
--research; apply the same removal for other similar add_argument occurrences in
the same file (the other blocks around the 100-128 area) to ensure non-research
runs are possible.
In `@tasks/investigate_beast2_ci.py`:
- Around line 256-271: The code unconditionally reads
report_for_beast2_ci/beast2_ci_final_report.md into initial_report even when not
needed, causing first-run failures and dead code; modify the block around
initial_report_file/initial_report so you only attempt to open and read the file
if it exists (e.g., check os.path.exists or try/except FileNotFoundError) and
then pass initial_report into execute_main_process via its initial_report
parameter (or remove the unused read entirely if you don't intend to supply an
initial report); update the call to execute_main_process to include
initial_report=initial_report when a report was successfully loaded, and ensure
initial_report is defined (None or omitted) otherwise.
In `@tasks/investigate_boost_spike.py`:
- Around line 45-116: The create_research_query function currently ignores its
distribution_data parameter and always uses the hardcoded spike_info; update
create_research_query to use the distribution_data when provided (e.g., validate
non-empty string and assign spike_info = distribution_data) and fall back to the
existing hardcoded spike_info if distribution_data is None/empty, or
alternatively remove the distribution_data parameter and its callers; reference
the create_research_query symbol to locate the change and ensure callers that
read the file and pass distribution_data are updated to match the new signature
if you remove the parameter.
In `@tasks/Investigate_competitors.py`:
- Around line 123-130: The for-loop is mistakenly re-slicing the
already-filtered libraries array with a hardcoded slice `libraries[73:74]`,
which overrides the CLI `start_index`/`max_libraries` filtering and processes
only one item; change the loop to iterate over the filtered `libraries` variable
(e.g., `for lib in libraries:`) so `start_index` and `max_libraries` take effect
and continue calling `run_for_library(lib)` for each entry.
In `@tasks/investigate_mit.py`:
- Around line 21-46: The docstring for create_research_query incorrectly states
it reads prompt.txt; update the function to match behavior by either
implementing file reading of "prompt.txt" (open and read, fall back to
default_query on missing/empty file, handle exceptions) or change the docstring
to accurately describe that the function currently returns only the hardcoded
default_query; reference create_research_query, prompt.txt, and default_query
when making the change so reviewers can find and verify the fix.
---
Nitpick comments:
In `@tasks/investigate_boost_spike.py`:
- Around line 207-216: Replace the explicit str(e) call inside the f-string in
the exception handling block with the f-string conversion flag {e!s}; locate the
except Exception as e block in investigate_boost_spike.py (the console.print
Panel constructing the "[bold red]Unexpected error" message) and change the
interpolation from {str(e)} to {e!s} so Ruff RUF010 is satisfied and the
f-string handles conversion cleanly.
In `@tasks/investigate_mit.py`:
- Around line 132-141: The broad except Exception as e block in
tasks/investigate_mit.py currently swallows errors and only prints a user-facing
Panel then calls sys.exit(1); update this to either catch more specific
exceptions (replace except Exception with targeted exceptions used in the try
block) or log the full traceback before exiting by invoking the logger/traceback
(e.g., logging.exception(...) or capture traceback.format_exc()) so the error
details are recorded while keeping the console.print Panel for users; retain
sys.exit(1) for termination and reference the existing console.print, Panel, the
exception variable e, and sys.exit to locate and update the handler.
ℹ️ Review info
⚙️ Run configuration
Configuration used: Organization UI
Review profile: CHILL
Plan: Pro
Run ID: 2b552002-0a32-471e-8490-683be7d80edd
📒 Files selected for processing (22)
README.mdboost_library.jsonenv.examplepyproject.tomlrequirements.txtsrc/__init__.pysrc/multi_agent_supervisor.pysrc/prompts.pysrc/research_agent.pysrc/research_agent_full.pysrc/research_agent_scope.pysrc/state_multi_agent_supervisor.pysrc/state_research.pysrc/state_scope.pysrc/utils.pytasks/Investigate_competitors.pytasks/collect_cpp_compiler_error_data.pytasks/investigate_beast2_ci.pytasks/investigate_boost_spike.pytasks/investigate_cursor_plans.pytasks/investigate_mit.pytasks/investigate_ragaas.py
💤 Files with no reviewable changes (10)
- src/init.py
- src/research_agent_scope.py
- src/state_research.py
- src/prompts.py
- src/research_agent.py
- src/multi_agent_supervisor.py
- src/utils.py
- src/state_multi_agent_supervisor.py
- src/state_scope.py
- src/research_agent_full.py
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