Public scan — anyone with this URL can view this analysis. Sign up to track your own repos privately, run scheduled re-scans, and get AI fix prompts via your dashboard.

wachawo/pydantic-ai-toolbox

https://github.com/wachawo/pydantic-ai-toolbox · scanned 2026-06-16 00:53 UTC (2 months, 1 week ago)

25 raw signals (0 security + 25 graph)

File as issue Image

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 20 actionable findings from 1 signal source. 5 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON

77.8% cov · 20 findings

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 0 Medium 3 Low 15 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 20 Crowd 0 Layer: Software 2 Frontend 1 Security 1 Cicd 2 Quality 14

Exclude dismissed / FP Exclude test files

All 461 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.

Label	Layer	Status	Path
`tmp_workspace`	software	healthy	`tests/conftest.py:13`
`test_full_flow`	software	healthy	`tests/test_example_flows.py:51`
`test_count_rows_above_threshold`	software	healthy	`tests/test_example_flows.py:76`
`test_set_and_recall`	software	healthy	`tests/test_example_flows.py:97`
`test_search_returns_indexed_fact`	software	healthy	`tests/test_example_flows.py:112`
`stub_embedder`	software	healthy	`tests/test_example_flows.py:116`
`test_imports_no_extras`	software	healthy	`tests/test_example_flows.py:142`
`test_pandas_example_imports`	software	healthy	`tests/test_example_flows.py:147`
`test_sql_example_imports`	software	healthy	`tests/test_example_flows.py:152`
`test_rag_example_imports`	software	healthy	`tests/test_example_flows.py:157`
`test_base_eager_exports`	software	healthy	`tests/test_public_api.py:13`
`test_lazy_attributes_resolve`	software	healthy	`tests/test_public_api.py:32`
`test_unknown_attribute_raises_at_top_level`	software	healthy	`tests/test_public_api.py:46`
`test_unknown_attribute_raises_in_subpackage`	software	healthy	`tests/test_public_api.py:52`
`make_toolset`	software	healthy	`tests/toolsets/test_memory.py:19`
`test_default_construction`	software	healthy	`tests/toolsets/test_memory.py:35`
`test_max_messages_must_be_positive`	software	healthy	`tests/toolsets/test_memory.py:42`
`test_max_chars_must_be_positive_or_none`	software	healthy	`tests/toolsets/test_memory.py:48`
`test_window_must_be_non_negative`	software	healthy	`tests/toolsets/test_memory.py:56`
`test_namespace_regex_enforced`	software	healthy	`tests/toolsets/test_memory.py:62`
`test_storage_parent_must_exist`	software	healthy	`tests/toolsets/test_memory.py:68`
`test_corrupted_json_raises_value_error`	software	healthy	`tests/toolsets/test_memory.py:72`
`test_unknown_schema_version_raises_value_error`	software	healthy	`tests/toolsets/test_memory.py:78`
`test_role_allowlist`	software	healthy	`tests/toolsets/test_memory.py:88`
`test_empty_content_rejected`	software	healthy	`tests/toolsets/test_memory.py:95`
`test_id_format_deterministic`	software	healthy	`tests/toolsets/test_memory.py:102`
`test_eviction_by_max_messages`	software	healthy	`tests/toolsets/test_memory.py:107`
`test_eviction_by_max_chars`	software	healthy	`tests/toolsets/test_memory.py:115`
`test_both_caps_bind_simultaneously`	software	healthy	`tests/toolsets/test_memory.py:124`
`test_get_recent_defaults_to_window`	software	healthy	`tests/toolsets/test_memory.py:136`
`test_get_recent_k_zero`	software	healthy	`tests/toolsets/test_memory.py:143`
`test_get_recent_k_larger_than_len`	software	healthy	`tests/toolsets/test_memory.py:148`
`test_get_recent_negative_k`	software	healthy	`tests/toolsets/test_memory.py:155`
`test_get_all_messages`	software	healthy	`tests/toolsets/test_memory.py:160`
`test_search_case_insensitive`	software	healthy	`tests/toolsets/test_memory.py:170`
`test_search_limit_clamping`	software	healthy	`tests/toolsets/test_memory.py:178`
`test_search_limit_zero`	software	healthy	`tests/toolsets/test_memory.py:187`
`test_search_negative_limit`	software	healthy	`tests/toolsets/test_memory.py:192`
`test_clear_messages_returns_count`	software	healthy	`tests/toolsets/test_memory.py:197`
`test_set_fact_key_regex`	software	healthy	`tests/toolsets/test_memory.py:209`
`test_set_fact_non_serialisable_rejected`	software	healthy	`tests/toolsets/test_memory.py:216`
`test_get_fact_missing_returns_none`	software	healthy	`tests/toolsets/test_memory.py:221`
`test_get_fact_roundtrip`	software	healthy	`tests/toolsets/test_memory.py:225`
`test_list_facts_returns_deep_copy`	software	healthy	`tests/toolsets/test_memory.py:232`
`test_delete_fact_true_false`	software	healthy	`tests/toolsets/test_memory.py:242`
`test_summary_shape`	software	healthy	`tests/toolsets/test_memory.py:254`
`test_summary_no_storage`	software	healthy	`tests/toolsets/test_memory.py:266`
`test_save_then_load_via_new_instance`	software	healthy	`tests/toolsets/test_memory.py:274`
`test_autosave_roundtrip`	software	healthy	`tests/toolsets/test_memory.py:285`
`test_atomic_write_tmp_gone`	software	healthy	`tests/toolsets/test_memory.py:295`

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

Label	Layer	Status	Path
`TestFilesystemFlow`	software	healthy	`tests/test_example_flows.py:20`
`TestSQLFlow`	software	healthy	`tests/test_example_flows.py:48`
`TestPandasFlow`	software	healthy	`tests/test_example_flows.py:73`
`TestMemoryFlow`	software	healthy	`tests/test_example_flows.py:94`
`TestRAGFlow`	software	healthy	`tests/test_example_flows.py:109`
`TestExampleSmoke`	software	healthy	`tests/test_example_flows.py:131`
`TestConstructorValidation`	software	healthy	`tests/toolsets/test_memory.py:32`
`TestAddMessage`	software	healthy	`tests/toolsets/test_memory.py:85`
`TestRetrieval`	software	healthy	`tests/toolsets/test_memory.py:133`
`TestFacts`	software	healthy	`tests/toolsets/test_memory.py:206`
`TestSummary`	software	healthy	`tests/toolsets/test_memory.py:251`
`TestPersistence`	software	healthy	`tests/toolsets/test_memory.py:271`
`TestNowSeam`	software	healthy	`tests/toolsets/test_memory.py:303`
`TestReadOnlyProperties`	software	healthy	`tests/toolsets/test_memory.py:317`
`TestConstructorValidation`	software	healthy	`tests/toolsets/test_rag.py:55`
`TestAddText`	software	healthy	`tests/toolsets/test_rag.py:107`
`TestAddFile`	software	healthy	`tests/toolsets/test_rag.py:135`
`TestAddDocuments`	software	healthy	`tests/toolsets/test_rag.py:171`
`TestSearch`	software	healthy	`tests/toolsets/test_rag.py:193`
`TestDeleteAndClear`	software	healthy	`tests/toolsets/test_rag.py:245`
`TestPersistence`	software	healthy	`tests/toolsets/test_rag.py:272`
`TestSplitter`	software	healthy	`tests/toolsets/test_rag.py:329`
`TestChunkCount`	software	healthy	`tests/toolsets/test_rag.py:358`
`TestIsSelectOnly`	software	healthy	`tests/toolsets/test_sql.py:36`
`TestSchema`	software	healthy	`tests/toolsets/test_sql.py:67`
`TestQuery`	software	healthy	`tests/toolsets/test_sql.py:82`
`TestExecute`	software	healthy	`tests/toolsets/test_sql.py:100`
`TestConstructorValidation`	software	healthy	`tests/toolsets/test_filesystem.py:14`
`TestListDir`	software	healthy	`tests/toolsets/test_filesystem.py:30`
`TestReadFile`	software	healthy	`tests/toolsets/test_filesystem.py:48`
`TestWriteOps`	software	healthy	`tests/toolsets/test_filesystem.py:66`
`TestPathEscape`	software	healthy	`tests/toolsets/test_filesystem.py:107`
`TestStat`	software	healthy	`tests/toolsets/test_filesystem.py:119`
`TestGlob`	software	healthy	`tests/toolsets/test_filesystem.py:137`
`TestMove`	software	healthy	`tests/toolsets/test_filesystem.py:157`
`TestCopyFile`	software	healthy	`tests/toolsets/test_filesystem.py:222`
`TestCopyDir`	software	healthy	`tests/toolsets/test_filesystem.py:264`
`TestDeleteDir`	software	healthy	`tests/toolsets/test_filesystem.py:302`
`TestGrep`	software	healthy	`tests/toolsets/test_filesystem.py:340`
`TestRegistry`	software	healthy	`tests/toolsets/test_pandas.py:34`
`TestLoaders`	software	healthy	`tests/toolsets/test_pandas.py:47`
`TestAnalysisOps`	software	healthy	`tests/toolsets/test_pandas.py:65`
`TestConstructor`	software	healthy	`tests/toolsets/test_system.py:14`
`TestCpuMemory`	software	healthy	`tests/toolsets/test_system.py:35`
`TestDisk`	software	healthy	`tests/toolsets/test_system.py:48`
`TestUptimeLoad`	software	healthy	`tests/toolsets/test_system.py:70`
`TestProcesses`	software	healthy	`tests/toolsets/test_system.py:81`
`TestNetworkBattery`	software	healthy	`tests/toolsets/test_system.py:96`
`BaseToolset`	software	healthy	`pydantic_ai_toolbox/base.py:61`
`SQLToolset`	software	healthy	`pydantic_ai_toolbox/toolsets/sql.py:37`

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

Label	Layer	Status	Path
`requirements-dev.txt`	software	healthy	`requirements-dev.txt`
`mkdocs.yml`	software	healthy	`mkdocs.yml`
`README.md`	software	healthy	`README.md`
`.pre-commit-config.yaml`	software	healthy	`.pre-commit-config.yaml`
`pyproject.toml`	software	healthy	`pyproject.toml`
`Makefile`	software	healthy	`Makefile`
`LICENSE`	software	healthy	`LICENSE`
`requirements.txt`	software	healthy	`requirements.txt`
`CHANGELOG.md`	software	healthy	`CHANGELOG.md`
`conftest.py`	software	healthy	`tests/conftest.py`
`test_example_flows.py`	software	healthy	`tests/test_example_flows.py`
`test_public_api.py`	software	healthy	`tests/test_public_api.py`
`__init__.py`	software	healthy	`tests/toolsets/__init__.py`
`test_memory.py`	software	healthy	`tests/toolsets/test_memory.py`
`test_rag.py`	software	healthy	`tests/toolsets/test_rag.py`
`test_sql.py`	software	healthy	`tests/toolsets/test_sql.py`
`test_filesystem.py`	software	healthy	`tests/toolsets/test_filesystem.py`
`test_pandas.py`	software	healthy	`tests/toolsets/test_pandas.py`
`test_system.py`	software	healthy	`tests/toolsets/test_system.py`
`MKDOCS.md`	software	healthy	`docs/MKDOCS.md`
`CUSTOM.md`	software	healthy	`docs/CUSTOM.md`
`RAG.md`	software	healthy	`docs/RAG.md`
`EXAMPLES.md`	software	healthy	`docs/EXAMPLES.md`
`PANDAS.md`	software	healthy	`docs/PANDAS.md`
`INSTALL.md`	software	healthy	`docs/INSTALL.md`
`index.md`	software	healthy	`docs/index.md`
`SYSTEM.md`	software	healthy	`docs/SYSTEM.md`
`SQL.md`	software	healthy	`docs/SQL.md`
`MEMORY.md`	software	healthy	`docs/MEMORY.md`
`CHANGELOG.md`	software	healthy	`docs/CHANGELOG.md`
`FILESYSTEM.md`	software	healthy	`docs/FILESYSTEM.md`
`pandas_example.py`	software	healthy	`examples/pandas_example.py`
`__init__.py`	software	healthy	`examples/__init__.py`
`rag_example.py`	software	healthy	`examples/rag_example.py`
`system_example.py`	software	healthy	`examples/system_example.py`
`filesystem_example.py`	software	healthy	`examples/filesystem_example.py`
`sql_example.py`	software	healthy	`examples/sql_example.py`
`quickstart.py`	software	healthy	`examples/quickstart.py`
`memory_example.py`	software	healthy	`examples/memory_example.py`
`ci.yml`	software	healthy	`.github/workflows/ci.yml`
`publish.yml`	software	healthy	`.github/workflows/publish.yml`
`__init__.py`	software	healthy	`pydantic_ai_toolbox/__init__.py`
`base.py`	software	healthy	`pydantic_ai_toolbox/base.py`
`sql.py`	software	healthy	`pydantic_ai_toolbox/toolsets/sql.py`
`filesystem.py`	software	healthy	`pydantic_ai_toolbox/toolsets/filesystem.py`
`__init__.py`	software	healthy	`pydantic_ai_toolbox/toolsets/__init__.py`
`memory.py`	software	healthy	`pydantic_ai_toolbox/toolsets/memory.py`
`pandas.py`	software	healthy	`pydantic_ai_toolbox/toolsets/pandas.py`
`rag.py`	software	healthy	`pydantic_ai_toolbox/toolsets/rag.py`
`system.py`	software	healthy	`pydantic_ai_toolbox/toolsets/system.py`

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

Label	Layer	Status	Path
`tests`	software	healthy	`tests`
`toolsets`	software	healthy	`tests/toolsets`
`docs`	software	healthy	`docs`
`examples`	software	healthy	`examples`
`.github`	software	healthy	`.github`
`workflows`	software	healthy	`.github/workflows`
`pydantic_ai_toolbox`	software	healthy	`pydantic_ai_toolbox`
`toolsets`	software	healthy	`pydantic_ai_toolbox/toolsets`

Label	Layer	Status	Path
`lint`	cicd	healthy	`.github/workflows/ci.yml`
`typecheck`	cicd	healthy	`.github/workflows/ci.yml`
`test`	cicd	healthy	`.github/workflows/ci.yml`
`docs`	cicd	healthy	`.github/workflows/ci.yml`
`build-and-publish`	cicd	healthy	`.github/workflows/publish.yml`

Label	Layer	Status	Path
`postgresql`	data	healthy	`README.md`
`sqlite`	data	healthy	`README.md`
`postgres`	data	healthy	`README.md`

Label	Layer	Status	Path
`gha::ci`	cicd	healthy	`.github/workflows/ci.yml`
`gha::publish`	cicd	healthy	`.github/workflows/publish.yml`

Label	Layer	Status	Path
`repobility-clone-kfcz6t8j`	software	healthy	`/tmp/repobility-clone-kfcz6t8j`

Label	Layer	Status	Path
`users`	data	healthy	`examples/sql_example.py`

Label	Layer	Status	Path
`127.0.0.1`	network	healthy	`tests/test_example_flows.py`

For AI agents: Voting guide (TP/FP) MCP manifest Stdio wrapper SARIF Integrate Findings queue Vote TP/FP on findings to calibrate the engine.

For AI agents + API integrations

Email me when this repo regresses

Free. We re-scan periodically; new criticals → your inbox. No signup required for the scan itself.

API access

This page is publicly accessible at: https://repobility.com/scan/a0fffb1f-fb2b-46c9-836f-ccac1b000837/

To check status programmatically (no auth required):

curl -s https://repobility.com/api/v1/public/scan/a0fffb1f-fb2b-46c9-836f-ccac1b000837/

Important — please don't re-submit the same URL repeatedly. The submission endpoint is idempotent: re-submitting the same git URL returns this same scan_token, not a new one. To re-scan this repo, sign up free and use the dashboard.

wachawo/pydantic-ai-toolbox

Complete repo analysis

function 50+

class 50+

file 50+

directory 8

job 5

database 3

pipeline 2

repo 1

table 1

service 1