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yotambraun/Toolscore

https://github.com/yotambraun/Toolscore · scanned 2026-06-16 01:07 UTC (2 months, 1 week ago)

32 raw signals (0 security + 32 graph)

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 22 actionable findings from 1 signal source. 10 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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All 1527 nodes from the latest scan, grouped by kind. Each node is a unit the engine identified (file, function, endpoint, table…). Most users won't need this view — it's primarily for debugging the engine's graph extraction or for AI agents that want to enumerate the project structure.

LabelLayerStatusPath
sample_gold_calls software healthy tests/conftest.py:12
sample_trace_calls software healthy tests/conftest.py:32
temp_gold_file software healthy tests/conftest.py:54
temp_trace_file software healthy tests/conftest.py:73
test_perfect_trajectory_match software healthy tests/unit/test_trajectory.py:15
test_wrong_trajectory_path software healthy tests/unit/test_trajectory.py:38
test_trajectory_with_extra_steps software healthy tests/unit/test_trajectory.py:57
test_trajectory_stopped_early software healthy tests/unit/test_trajectory.py:79
test_trajectory_with_argument_mismatch software healthy tests/unit/test_trajectory.py:101
test_empty_gold_trajectory software healthy tests/unit/test_trajectory.py:115
test_empty_trace_trajectory software healthy tests/unit/test_trajectory.py:125
test_both_empty software healthy tests/unit/test_trajectory.py:136
test_trajectory_details_structure software healthy tests/unit/test_trajectory.py:146
test_partial_accuracy_correct_tools_wrong_order software healthy tests/unit/test_trajectory.py:169
test_partial_accuracy_missing_tools software healthy tests/unit/test_trajectory.py:187
test_partial_accuracy_with_tool_name_variations software healthy tests/unit/test_trajectory.py:204
test_partial_accuracy_without_variations software healthy tests/unit/test_trajectory.py:220
test_partial_accuracy_empty_gold software healthy tests/unit/test_trajectory.py:231
test_partial_accuracy_empty_trace software healthy tests/unit/test_trajectory.py:240
test_partial_accuracy_duplicate_tools_in_trace software healthy tests/unit/test_trajectory.py:249
create_mock_result software healthy tests/unit/test_comparison.py:9
test_compare_models_basic software healthy tests/unit/test_comparison.py:38
test_compare_models_metrics_extraction software healthy tests/unit/test_comparison.py:54
test_compare_models_rankings software healthy tests/unit/test_comparison.py:76
test_compare_models_redundant_rate_ranking software healthy tests/unit/test_comparison.py:94
test_compare_models_best_model software healthy tests/unit/test_comparison.py:112
test_compare_models_average_scores software healthy tests/unit/test_comparison.py:128
test_compare_models_empty software healthy tests/unit/test_comparison.py:142
test_compare_models_single_model software healthy tests/unit/test_comparison.py:149
test_save_comparison_report software healthy tests/unit/test_comparison.py:162
test_save_comparison_report_creates_parent_dirs software healthy tests/unit/test_comparison.py:186
test_compare_models_all_metrics software healthy tests/unit/test_comparison.py:197
test_compare_models_tie_scenario software healthy tests/unit/test_comparison.py:227
test_compare_models_extreme_values software healthy tests/unit/test_comparison.py:242
test_import_does_not_create_traces_dir software healthy tests/unit/test_capture.py:11
test_traces_dir_created_when_trace_is_saved software healthy tests/unit/test_capture.py:29
test_create_tool_call software healthy tests/unit/test_adapters.py:17
test_tool_call_defaults software healthy tests/unit/test_adapters.py:23
test_tool_call_validation software healthy tests/unit/test_adapters.py:35
test_parse_function_call software healthy tests/unit/test_adapters.py:44
test_parse_tool_calls software healthy tests/unit/test_adapters.py:63
test_parse_tool_use software healthy tests/unit/test_adapters.py:92
test_parse_calls_array software healthy tests/unit/test_adapters.py:119
test_parse_direct_array software healthy tests/unit/test_adapters.py:135
test_parse_candidates_format software healthy tests/unit/test_adapters.py:153
test_parse_multiple_function_calls software healthy tests/unit/test_adapters.py:180
test_parse_parts_list_format software healthy tests/unit/test_adapters.py:214
test_parse_function_call_alternative_format software healthy tests/unit/test_adapters.py:236
test_parse_string_arguments software healthy tests/unit/test_adapters.py:262
test_parse_empty_arguments software healthy tests/unit/test_adapters.py:288

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
TestTrajectoryAccuracy software healthy tests/unit/test_trajectory.py:12
TestPartialTrajectoryAccuracy software healthy tests/unit/test_trajectory.py:166
TestLazyTracesDirectory software healthy tests/unit/test_capture.py:8
TestToolCall software healthy tests/unit/test_adapters.py:14
TestOpenAIAdapter software healthy tests/unit/test_adapters.py:41
TestAnthropicAdapter software healthy tests/unit/test_adapters.py:89
TestCustomAdapter software healthy tests/unit/test_adapters.py:116
TestGeminiAdapter software healthy tests/unit/test_adapters.py:150
TestMatcherABC software healthy tests/unit/test_matchers.py:18
TestAny software healthy tests/unit/test_matchers.py:50
TestRegex software healthy tests/unit/test_matchers.py:82
TestApprox software healthy tests/unit/test_matchers.py:123
TestContains software healthy tests/unit/test_matchers.py:179
TestOneOf software healthy tests/unit/test_matchers.py:227
TestIsType software healthy tests/unit/test_matchers.py:265
TestEndToEnd software healthy tests/unit/test_matchers.py:314
TestPublicImports software healthy tests/unit/test_matchers.py:473
TestMCPAdapter software healthy tests/unit/test_mcp_adapter.py:6
TestCases software healthy tests/unit/test_cases.py:6
TestToolscoreAssertions software healthy tests/unit/test_pytest_plugin.py:58
_FakeNode software healthy tests/unit/test_pytest_plugin.py:222
_FakeConfig software healthy tests/unit/test_pytest_plugin.py:227
_FakeRequest software healthy tests/unit/test_pytest_plugin.py:243
TestJSONReport software healthy tests/unit/test_reports.py:81
TestHTMLReport software healthy tests/unit/test_reports.py:161
TestCSVReport software healthy tests/unit/test_reports.py:323
TestMarkdownReport software healthy tests/unit/test_reports.py:410
TestInvocationAccuracy software healthy tests/unit/test_metrics.py:16
TestSelectionAccuracy software healthy tests/unit/test_metrics.py:41
TestEditDistance software healthy tests/unit/test_metrics.py:61
TestArgumentF1 software healthy tests/unit/test_metrics.py:83
TestStrictArgumentComparison software healthy tests/unit/test_metrics.py:103
TestStrictNestedComparison software healthy tests/unit/test_metrics.py:173
TestRedundantCallRate software healthy tests/unit/test_metrics.py:237
TestNoneArgsContract software healthy tests/unit/test_metrics.py:262
TestZeroArgsVacuousMatch software healthy tests/unit/test_metrics.py:340
TestExplanation software healthy tests/unit/test_explainer.py:19
TestMetricExplanation software healthy tests/unit/test_explainer.py:40
TestExplainSelectionAccuracy software healthy tests/unit/test_explainer.py:56
TestExplainToolCorrectness software healthy tests/unit/test_explainer.py:103
TestExplainArgumentMetrics software healthy tests/unit/test_explainer.py:146
TestExplainSequenceMetrics software healthy tests/unit/test_explainer.py:192
TestExplainEfficiencyMetrics software healthy tests/unit/test_explainer.py:229
TestGenerateExplanations software healthy tests/unit/test_explainer.py:247
TestGetTopIssues software healthy tests/unit/test_explainer.py:279
TestGetAllTips software healthy tests/unit/test_explainer.py:322
TestRegressionItem software healthy tests/unit/test_baseline.py:20
TestComparisonResult software healthy tests/unit/test_baseline.py:39
TestBaseline software healthy tests/unit/test_baseline.py:87
TestSaveBaseline software healthy tests/unit/test_baseline.py:132

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
action.yml software healthy action.yml
TUTORIAL.md software healthy TUTORIAL.md
README.md software healthy README.md
CONTRIBUTING.md software healthy CONTRIBUTING.md
.readthedocs.yaml software healthy .readthedocs.yaml
pyproject.toml software healthy pyproject.toml
LICENSE software healthy LICENSE
CHANGELOG.md software healthy CHANGELOG.md
codecov.yml software healthy codecov.yml
__init__.py software healthy tests/__init__.py
conftest.py software healthy tests/conftest.py
__init__.py software healthy tests/integration/__init__.py
test_trajectory.py software healthy tests/unit/test_trajectory.py
test_comparison.py software healthy tests/unit/test_comparison.py
test_capture.py software healthy tests/unit/test_capture.py
test_adapters.py software healthy tests/unit/test_adapters.py
__init__.py software healthy tests/unit/__init__.py
test_expect.py software healthy tests/unit/test_expect.py
test_matchers.py software healthy tests/unit/test_matchers.py
test_mcp_adapter.py software healthy tests/unit/test_mcp_adapter.py
test_cases.py software healthy tests/unit/test_cases.py
test_pytest_plugin.py software healthy tests/unit/test_pytest_plugin.py
test_reports.py software healthy tests/unit/test_reports.py
test_snapshots.py software healthy tests/unit/test_snapshots.py
test_metrics.py software healthy tests/unit/test_metrics.py
test_mcp_client.py software healthy tests/unit/test_mcp_client.py
test_explainer.py software healthy tests/unit/test_explainer.py
test_baseline.py software healthy tests/unit/test_baseline.py
test_cli.py software healthy tests/unit/test_cli.py
test_generators.py software healthy tests/unit/test_generators.py
test_validators.py software healthy tests/unit/test_validators.py
test_integrations.py software healthy tests/unit/test_integrations.py
test_evaluate.py software healthy tests/unit/test_evaluate.py
test_llm_judge.py software healthy tests/unit/test_llm_judge.py
test_scaffold.py software healthy tests/unit/test_scaffold.py
test_diff.py software healthy tests/unit/test_diff.py
test_core.py software healthy tests/unit/test_core.py
test_mcp_harness.py software healthy tests/unit/test_mcp_harness.py
__init__.py software healthy tests/fixtures/__init__.py
fake_mcp_server.py software healthy tests/fixtures/fake_mcp_server.py
test_llm_judge_manual.py software healthy tests/manual/test_llm_judge_manual.py
conf.py software healthy docs/conf.py
capture_openai_trace.py software healthy examples/capture_openai_trace.py
evaluate_in_memory.py software healthy examples/evaluate_in_memory.py
mcp_scorecard_demo.py software healthy examples/mcp_scorecard_demo.py
pydantic_ai_quickstart.py software healthy examples/pydantic_ai_quickstart.py
trace_anthropic.json software healthy examples/trace_anthropic.json
README.md software healthy examples/README.md
test_example_with_pytest.py software healthy examples/test_example_with_pytest.py
openai_functions_example.json software healthy examples/openai_functions_example.json

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
tests software healthy tests
integration software healthy tests/integration
unit software healthy tests/unit
fixtures software healthy tests/fixtures
manual software healthy tests/manual
docs software healthy docs
examples software healthy examples
datasets software healthy examples/datasets
traces_with_errors software healthy examples/traces_with_errors
notebooks software healthy examples/notebooks
github_actions software healthy examples/github_actions
.github software healthy .github
ISSUE_TEMPLATE software healthy .github/ISSUE_TEMPLATE
workflows software healthy .github/workflows
toolscore software healthy toolscore
adapters software healthy toolscore/adapters
mcp software healthy toolscore/mcp
templates software healthy toolscore/templates
datasets software healthy toolscore/templates/datasets
validators software healthy toolscore/validators
metrics software healthy toolscore/metrics
reports software healthy toolscore/reports
generators software healthy toolscore/generators

LabelLayerStatusPath
test cicd healthy .github/workflows/ci.yml
lint cicd healthy .github/workflows/ci.yml
docs cicd healthy .github/workflows/ci.yml
evaluate-agent cicd healthy .github/workflows/toolscore-example.yml
release cicd healthy .github/workflows/release.yml

LabelLayerStatusPath
CODECOV_TOKEN cicd healthy
GITHUB_TOKEN cicd healthy
OPENAI_API_KEY cicd healthy
PYPI_API_TOKEN cicd healthy

LabelLayerStatusPath
gha::ci cicd healthy .github/workflows/ci.yml
gha::toolscore-example cicd healthy .github/workflows/toolscore-example.yml
gha::release cicd healthy .github/workflows/release.yml

LabelLayerStatusPath
repobility-clone-g4w3rm77 software healthy /tmp/repobility-clone-g4w3rm77
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