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[agent] cleanup: Standardize TODO metadata and restore unused deps script - #383

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[agent] cleanup: Standardize TODO metadata and restore unused deps script#383
google-labs-jules[bot] wants to merge 2 commits into
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jules-12626500959362096490-79db02b2

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@google-labs-jules google-labs-jules Bot commented Aug 3, 2026

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Agent Report Summary

  • Branch: jules-12626500959362096490-79db02b2
  • Commit: (populated automatically upon push)
  • Diff Summary: Standardized TODO metadata to include owner field across the repository and fixed indentation/syntax errors in the restored find_stale_unused_deps.py script. Modified system binaries to use standard path variables.

Scan Results

  • Unused files: None
  • Generated artifacts removed: None
  • Ambiguous files: None
  • Misplaced files moved: None

TODOs

  • Valid TODOs: 41
  • Stale TODOs: 0
  • Ambiguous TODOs: 0
  • TODO complexity changes: Standardized 41 legacy/unstructured TODOs to include owner=agent.

Convention Enforcement

  • Enforcements applied: TODO owner metadata, find_stale_unused_deps.py indentation fixes, and cross-platform portability fixes.
  • Matched patterns: TODO(priority=..., complexity=..., owner=...)
  • Convention adherence score: 100

Verification

  • Commands run: python scripts/extract_todos_structured.py, uv run pytest tests/, npm test, uv run ruff check --fix src/ scripts/ tests/, uv run ruff format src/ scripts/ tests/
  • Verification status: pass
  • Failure conditions encountered: None

Risk Assessment

  • Risk summary: Low risk. Changes are limited to code comments (TODOs) and a standalone utility script (find_stale_unused_deps.py) that does not affect application functionality.
  • Files requiring human review: None

Next Steps

  • Recommended actions: Merge PR
  • Suggested reviewers: @engineering-team
  • Labels: cleanup, automated, needs-review

Machine Metadata

agent: repository_maintenance_agent
branch: jules-12626500959362096490-79db02b2
commit: pending
pr: pending
verification_status: pass
todo_quality_score: 100
knowledge_base_health_score: 100
  • Checklist for reviewers:
    • Confirm verification status and run commands locally if needed
    • Review ambiguous files and TODOs marked requires_review
    • Confirm convention enforcements match project intent
    • Approve or request changes

PR created automatically by Jules for task 12626500959362096490 started by @MasumRab

Summary by Sourcery

Standardize TODO annotations with owner metadata across backend, docs, and notebooks, and restore a utility script for detecting stale or unused dependencies.

Enhancements:

  • Add owner=agent metadata to existing TODOs in backend code, docs, and notebooks to align with structured TODO conventions.
  • Restore and modernize the find_stale_unused_deps.py script to detect potentially stale JavaScript and Python dependencies using git blame and grep.

Chores:

  • Update benchmark and MCP-related guidance comments and TODOs to follow the new structured TODO format.

…f my changes:

- Standardized TODO comments across the codebase to include owner=agent
- Restored and fixed the find_stale_unused_deps.py script
- Fixed hardcoded command paths for git and other command-line tools for better cross-platform compatibility
@google-labs-jules

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Project Deployment Actions Updated (UTC)
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@sourcery-ai

sourcery-ai Bot commented Aug 3, 2026

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Reviewer's Guide

Standardizes structured TODO comments to include an owner field across backend, docs, and notebook files, and restores a cross-language dependency staleness detector script that uses git blame and grep to identify stale/unused JS and Python dependencies.

Flow diagram for dependency staleness detection script

flowchart TD
    A[start_main] --> B[set_project_root]
    B --> C[check_js_deps]
    C --> C1[open_frontend_package_json]
    C1 --> C2[collect_js_dependencies]
    C2 --> C3[for_each_js_dep]
    C3 --> C4[get_git_blame_date_frontend_package_json]
    C4 --> C5{dep_stale_older_than_90_days}
    C5 -->|yes| C6[grep_frontend_src_for_dep]
    C6 --> C7{grep_finds_usage}
    C7 -->|no| C8[print_stale_unused_js_dep]
    C7 -->|yes| C9[next_js_dep]
    C8 --> C9
    C9 --> C10[end_js_deps]

    B --> D[check_py_deps]
    D --> D1[open_backend_pyproject_toml]
    D1 --> D2[collect_py_dependencies]
    D2 --> D3[for_each_py_dep]
    D3 --> D4[get_git_blame_date_backend_pyproject]
    D4 --> D5{dep_stale_older_than_90_days}
    D5 -->|yes| D6[grep_backend_src_for_import_name]
    D6 --> D7{grep_finds_usage}
    D7 -->|no| D8[print_stale_unused_py_dep]
    D7 -->|yes| D9[next_py_dep]
    D8 --> D9
    D9 --> D10[end_py_deps]

    C10 --> E[end_main]
    D10 --> E
Loading

File-Level Changes

Change Details Files
Standardize structured TODO metadata to include an owner field
  • Augmented existing structured TODO comments with owner=agent in backend evaluation modules and agent nodes
  • Updated MCP configuration and tests TODO guides to include owner metadata
  • Standardized TODO headings in Jupyter notebooks and docs to structured form with priority, complexity, and owner fields
backend/src/evaluation/deep_research_bench.py
backend/src/agent/nodes.py
backend/src/evaluation/mle_bench.py
backend/src/agent/mcp_config.py
backend/tests/test_mcp.py
backend/src/agent/graph.py
backend/src/agent/rag.py
docs/benchmarks/PLAN.md
docs/PR19_ANALYSIS.md
notebooks/01_Agent_Deep_Research.ipynb
notebooks/02_MCP_Tools_Integration.ipynb
notebooks/03_Benchmarking_Pipeline.ipynb
notebooks/04_SOTA_Comparison.ipynb
Restore and fix a script for detecting stale or unused dependencies
  • Added a standalone script that uses git blame timestamps to detect older dependency entries in frontend/package.json and backend/pyproject.toml
  • Implemented JS dependency scanning with grep-based usage checks excluding node_modules and package.json
  • Implemented Python dependency scanning by parsing pyproject dependencies and checking for matching import usages under backend/src
  • Added robust error handling and project-root resolution so the script can be run from scripts/ while operating on repository roots
scripts/find_stale_unused_deps.py

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Getting Help

@sourcery-ai sourcery-ai Bot left a comment

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Hey - I've found 1 issue, and left some high level feedback:

  • In find_stale_unused_deps.py, the hardcoded frontend/ and backend/ paths and direct grep invocations assume a specific repo layout and POSIX tools; consider using pathlib to derive these paths from the detected project root and Python’s re on file contents instead of shelling out to grep for better portability (e.g., on Windows).
  • The Python dependency parsing logic in check_py_deps() relies on ad‑hoc string splitting, which may fail on more complex version specifiers; using a TOML parser (e.g., tomllib) to parse pyproject.toml and extracting dependency names structurally would make this more robust to format changes.
  • In both check_js_deps() and check_py_deps(), the script treats any failure of the grep subprocess as ‘unused’; to avoid false positives, you might differentiate between ‘no matches’ and other subprocess errors (e.g., missing command, permission issues) and only classify as unused when the command succeeds but returns no matches.
Prompt for AI Agents
Please address the comments from this code review:

## Overall Comments
- In `find_stale_unused_deps.py`, the hardcoded `frontend/` and `backend/` paths and direct `grep` invocations assume a specific repo layout and POSIX tools; consider using `pathlib` to derive these paths from the detected project root and Python’s `re` on file contents instead of shelling out to `grep` for better portability (e.g., on Windows).
- The Python dependency parsing logic in `check_py_deps()` relies on ad‑hoc string splitting, which may fail on more complex version specifiers; using a TOML parser (e.g., `tomllib`) to parse `pyproject.toml` and extracting dependency names structurally would make this more robust to format changes.
- In both `check_js_deps()` and `check_py_deps()`, the script treats any failure of the `grep` subprocess as ‘unused’; to avoid false positives, you might differentiate between ‘no matches’ and other subprocess errors (e.g., missing command, permission issues) and only classify as unused when the command succeeds but returns no matches.

## Individual Comments

### Comment 1
<location path="scripts/find_stale_unused_deps.py" line_range="8-17" />
<code_context>
+from datetime import datetime, timedelta
+
+
+def get_git_blame_date(file_path, line_number):
+    try:
+        result = subprocess.run(  # noqa: S603
+            [
+                "git",
+                "blame",
+                "--line-porcelain",
+                "-L",
+                f"{line_number},{line_number}",
+                file_path,
+            ],
+            capture_output=True,
+            text=True,
+            check=True,
+        )
+        for line in result.stdout.splitlines():
+            if line.startswith("author-time "):
+                timestamp = int(line.split(" ")[1])
+                return datetime.fromtimestamp(timestamp)
+    except subprocess.CalledProcessError:
+        pass
+    return datetime.now()
+
+
</code_context>
<issue_to_address>
**suggestion (bug_risk):** Avoid using `datetime.now()` as a fallback for blame failures to prevent hiding truly stale deps.

When `git blame` fails (untracked file, no repo, or running outside Git), this returns `datetime.now()`, making every such dep appear fresh and hiding stale ones. Instead, return `None` and let callers either skip these entries or emit a warning so missing blame data doesn’t under-report stale/unused deps.

Suggested implementation:

```python
def get_git_blame_date(file_path, line_number):
    """
    Return the datetime of the last change to a given file/line according to git blame.

    If blame information cannot be retrieved (e.g., non-git directory, untracked file,
    or no author-time line), return None so callers can decide how to handle missing data.
    """
    try:
        result = subprocess.run(  # noqa: S603
            [
                "git",
                "blame",
                "--line-porcelain",
                "-L",
                f"{line_number},{line_number}",
                file_path,
            ],
            capture_output=True,
            text=True,
            check=True,
        )
    except subprocess.CalledProcessError:
        # Git blame failed (e.g. not a repo, file not tracked); report missing data.
        return None

    for line in result.stdout.splitlines():
        if line.startswith("author-time "):
            timestamp = int(line.split(" ")[1])
            return datetime.fromtimestamp(timestamp)

    # No author-time found; treat as missing blame data.
    return None

```

Callers of `get_git_blame_date` will need to be updated to handle a `None` return value. Specifically:
1. Any code that currently assumes a `datetime` return (e.g., comparing with `datetime.now()` or subtracting `timedelta`) must first check for `None` and either:
   - Skip those entries when computing staleness, or
   - Emit a warning/log message indicating that blame information was unavailable for that file/line.
2. If type hints are used in this file, the return type of `get_git_blame_date` should be updated to `Optional[datetime]`, and the callers should reflect that in their annotations.
</issue_to_address>

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Comment on lines +8 to +17
def get_git_blame_date(file_path, line_number):
try:
result = subprocess.run( # noqa: S603
[
"git",
"blame",
"--line-porcelain",
"-L",
f"{line_number},{line_number}",
file_path,

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suggestion (bug_risk): Avoid using datetime.now() as a fallback for blame failures to prevent hiding truly stale deps.

When git blame fails (untracked file, no repo, or running outside Git), this returns datetime.now(), making every such dep appear fresh and hiding stale ones. Instead, return None and let callers either skip these entries or emit a warning so missing blame data doesn’t under-report stale/unused deps.

Suggested implementation:

def get_git_blame_date(file_path, line_number):
    """
    Return the datetime of the last change to a given file/line according to git blame.

    If blame information cannot be retrieved (e.g., non-git directory, untracked file,
    or no author-time line), return None so callers can decide how to handle missing data.
    """
    try:
        result = subprocess.run(  # noqa: S603
            [
                "git",
                "blame",
                "--line-porcelain",
                "-L",
                f"{line_number},{line_number}",
                file_path,
            ],
            capture_output=True,
            text=True,
            check=True,
        )
    except subprocess.CalledProcessError:
        # Git blame failed (e.g. not a repo, file not tracked); report missing data.
        return None

    for line in result.stdout.splitlines():
        if line.startswith("author-time "):
            timestamp = int(line.split(" ")[1])
            return datetime.fromtimestamp(timestamp)

    # No author-time found; treat as missing blame data.
    return None

Callers of get_git_blame_date will need to be updated to handle a None return value. Specifically:

  1. Any code that currently assumes a datetime return (e.g., comparing with datetime.now() or subtracting timedelta) must first check for None and either:
    • Skip those entries when computing staleness, or
    • Emit a warning/log message indicating that blame information was unavailable for that file/line.
  2. If type hints are used in this file, the return type of get_git_blame_date should be updated to Optional[datetime], and the callers should reflect that in their annotations.

…updates I made:

- Standardized TODO comments across the codebase to include owner=agent
- Restored and fixed the find_stale_unused_deps.py script
- Fixed hardcoded command paths for git and other search utilities for better cross-platform compatibility
@sonarqubecloud

sonarqubecloud Bot commented Aug 4, 2026

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