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RyanAlberts/ai-native-business-apps

https://github.com/RyanAlberts/ai-native-business-apps · scanned 2026-06-15 23:57 UTC (2 months, 3 weeks ago)

30 raw signals (0 security + 30 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 3 weeks ago · v1 · 27 actionable findings from 1 signal source. 3 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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66.7% cov · 27 findings

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 0 Medium 4 Low 12 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 27 Crowd 0 Layer: Software 2 Frontend 1 Cicd 1 Quality 23

Exclude dismissed / FP Exclude test files

All 610 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
`main`	software	healthy	`scripts/parity_run.py:33`
`_read_config_provider`	software	healthy	`scripts/parity_run.py:81`
`all_tools`	software	healthy	`_template/tools.py:16`
`run`	software	healthy	`_template/agent.py:69`
`normalize_state`	software	healthy	`core/util.py:16`
`state_code`	software	healthy	`core/util.py:38`
`slugify`	software	healthy	`core/util.py:44`
`disclaimer_md`	software	healthy	`core/brand.py:55`
`with_disclaimer`	software	healthy	`core/brand.py:60`
`banner`	software	healthy	`core/brand.py:72`
`load_config`	software	healthy	`core/config.py:14`
`_default_model`	software	healthy	`core/config.py:61`
`coerce_company`	software	healthy	`core/inputs.py:36`
`build_user_message`	software	healthy	`core/inputs.py:70`
`merge_company`	software	healthy	`core/inputs.py:96`
`to_brief`	software	healthy	`core/company.py:80`
`to_context`	software	healthy	`core/company.py:126`
`formation_state_code`	software	healthy	`core/company.py:141`
`missing_for_formation`	software	healthy	`core/company.py:146`
`to_dict`	software	healthy	`core/company.py:157`
`from_dict`	software	healthy	`core/company.py:161`
`to_json`	software	healthy	`core/company.py:171`
`from_json`	software	healthy	`core/company.py:175`
`save`	software	healthy	`core/company.py:178`
`load`	software	healthy	`core/company.py:185`
`_default_path`	software	healthy	`core/company.py:192`
`_paragraphs`	software	healthy	`core/content_audit.py:106`
`scan_text`	software	healthy	`core/content_audit.py:115`
`latest_baselines`	software	healthy	`core/content_audit.py:136`
`_date_key`	software	healthy	`core/content_audit.py:150`
`audit_paths`	software	healthy	`core/content_audit.py:158`
`_repo_root`	software	healthy	`core/cli.py:25`
`_discover`	software	healthy	`core/cli.py:30`
`_shorten`	software	healthy	`core/cli.py:62`
`_read_one_line_desc`	software	healthy	`core/cli.py:74`
`_resolve`	software	healthy	`core/cli.py:86`
`_print_list`	software	healthy	`core/cli.py:100`
`_pick_free_port`	software	healthy	`core/cli.py:122`
`_wait_for_port`	software	healthy	`core/cli.py:135`
`_launch_streamlit`	software	healthy	`core/cli.py:151`
`_run_cli`	software	healthy	`core/cli.py:199`
`_interactive_pick`	software	healthy	`core/cli.py:216`
`main`	software	healthy	`core/cli.py:239`
`write`	software	healthy	`core/artifacts.py:70`
`add`	software	healthy	`core/artifacts.py:55`
`extend`	software	healthy	`core/artifacts.py:59`
`__iter__`	software	healthy	`core/artifacts.py:64`
`__len__`	software	healthy	`core/artifacts.py:67`
`manifest`	software	healthy	`core/artifacts.py:74`
`text_artifact`	software	dead	`core/artifacts.py:84`

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

Label	Layer	Status	Path
`.cursorrules`	software	healthy	`.cursorrules`
`README.md`	software	healthy	`README.md`
`CLAUDE.md`	software	healthy	`CLAUDE.md`
`CONTRIBUTING.md`	software	healthy	`CONTRIBUTING.md`
`.env.example`	software	healthy	`.env.example`
`pyproject.toml`	software	healthy	`pyproject.toml`
`LICENSE`	software	healthy	`LICENSE`
`NOTICE`	software	healthy	`NOTICE`
`AGENTS.md`	software	healthy	`AGENTS.md`
`CHANGELOG.md`	software	healthy	`CHANGELOG.md`
`SIX_WEEK_PLAN.md`	software	healthy	`docs/launch/SIX_WEEK_PLAN.md`
`PRODUCT_HUNT.md`	software	healthy	`docs/launch/PRODUCT_HUNT.md`
`SHOW_HN.md`	software	healthy	`docs/launch/SHOW_HN.md`
`LAUNCH_THREAD.md`	software	healthy	`docs/launch/LAUNCH_THREAD.md`
`LINKEDIN.md`	software	healthy	`docs/launch/LINKEDIN.md`
`README.md`	software	healthy	`docs/screenshots/README.md`
`AGENT_AUDIT.md`	software	healthy	`docs/audit/AGENT_AUDIT.md`
`VERIFICATION.md`	software	healthy	`docs/audit/VERIFICATION.md`
`SECURITY.md`	software	healthy	`docs/audit/SECURITY.md`
`dev_setup.sh`	software	healthy	`scripts/dev_setup.sh`
`parity_run.py`	software	healthy	`scripts/parity_run.py`
`config.yaml`	software	healthy	`_template/config.yaml`
`__init__.py`	software	healthy	`_template/__init__.py`
`PARITY.md`	software	healthy	`_template/PARITY.md`
`prompts.py`	software	healthy	`_template/prompts.py`
`README.md`	software	healthy	`_template/README.md`
`tools.py`	software	healthy	`_template/tools.py`
`app.py`	software	healthy	`_template/app.py`
`WALKTHROUGH.md`	software	healthy	`_template/WALKTHROUGH.md`
`agent.py`	software	healthy	`_template/agent.py`
`requirements.txt`	software	healthy	`_template/requirements.txt`
`settings.json`	software	healthy	`.claude/settings.json`
`util.py`	software	healthy	`core/util.py`
`__init__.py`	software	healthy	`core/__init__.py`
`brand.py`	software	healthy	`core/brand.py`
`config.py`	software	healthy	`core/config.py`
`inputs.py`	software	healthy	`core/inputs.py`
`company.py`	software	healthy	`core/company.py`
`content_audit.py`	software	healthy	`core/content_audit.py`
`cli.py`	software	healthy	`core/cli.py`
`artifacts.py`	software	healthy	`core/artifacts.py`
`state_portals.py`	software	healthy	`core/state_portals.py`
`ui.py`	software	healthy	`core/ui.py`
`__init__.py`	software	healthy	`core/tests/__init__.py`
`test_parallel_harness.py`	software	healthy	`core/tests/test_parallel_harness.py`
`test_artifacts.py`	software	healthy	`core/tests/test_artifacts.py`
`test_config.py`	software	healthy	`core/tests/test_config.py`
`test_company.py`	software	healthy	`core/tests/test_company.py`
`test_util.py`	software	healthy	`core/tests/test_util.py`
`test_disclaimer.py`	software	healthy	`core/tests/test_disclaimer.py`

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

Label	Layer	Status	Path
`docs`	software	healthy	`docs`
`launch`	software	healthy	`docs/launch`
`screenshots`	software	healthy	`docs/screenshots`
`audit`	software	healthy	`docs/audit`
`scripts`	software	healthy	`scripts`
`_template`	software	healthy	`_template`
`.claude`	software	healthy	`.claude`
`core`	software	healthy	`core`
`tests`	software	healthy	`core/tests`
`tools`	software	healthy	`core/tools`
`llm`	software	healthy	`core/llm`
`harness`	software	healthy	`core/harness`
`starter_business_agents`	software	healthy	`starter_business_agents`
`bank_insurance_agent`	software	healthy	`starter_business_agents/bank_insurance_agent`
`tests`	software	healthy	`starter_business_agents/bank_insurance_agent/tests`
`baselines`	software	healthy	`starter_business_agents/bank_insurance_agent/tests/baselines`
`worker_classification_agent`	software	healthy	`starter_business_agents/worker_classification_agent`
`tests`	software	healthy	`starter_business_agents/worker_classification_agent/tests`
`baselines`	software	healthy	`starter_business_agents/worker_classification_agent/tests/b…`
`loan_application_agent`	software	healthy	`starter_business_agents/loan_application_agent`
`tests`	software	healthy	`starter_business_agents/loan_application_agent/tests`
`baselines`	software	healthy	`starter_business_agents/loan_application_agent/tests/baseli…`
`legal_doc_agent`	software	healthy	`starter_business_agents/legal_doc_agent`
`tests`	software	healthy	`starter_business_agents/legal_doc_agent/tests`
`baselines`	software	healthy	`starter_business_agents/legal_doc_agent/tests/baselines`
`delaware_franchise_tax_agent`	software	healthy	`starter_business_agents/delaware_franchise_tax_agent`
`compliance_tax_agent`	software	healthy	`starter_business_agents/compliance_tax_agent`
`tests`	software	healthy	`starter_business_agents/compliance_tax_agent/tests`
`baselines`	software	healthy	`starter_business_agents/compliance_tax_agent/tests/baselines`
`business_license_agent`	software	healthy	`starter_business_agents/business_license_agent`
`incorporation_agent`	software	healthy	`starter_business_agents/incorporation_agent`
`tests`	software	healthy	`starter_business_agents/incorporation_agent/tests`
`baselines`	software	healthy	`starter_business_agents/incorporation_agent/tests/baselines`
`election_83b_agent`	software	healthy	`starter_business_agents/election_83b_agent`
`tests`	software	healthy	`starter_business_agents/election_83b_agent/tests`
`baselines`	software	healthy	`starter_business_agents/election_83b_agent/tests/baselines`
`.github`	software	healthy	`.github`
`ISSUE_TEMPLATE`	software	healthy	`.github/ISSUE_TEMPLATE`
`workflows`	software	healthy	`.github/workflows`
`advanced_business_agents`	software	healthy	`advanced_business_agents`
`multi_agent_apps`	software	healthy	`advanced_business_agents/multi_agent_apps`
`supplier_sourcing_team`	software	healthy	`advanced_business_agents/multi_agent_apps/supplier_sourcing…`
`tests`	software	healthy	`advanced_business_agents/multi_agent_apps/supplier_sourcing…`
`baselines`	software	healthy	`advanced_business_agents/multi_agent_apps/supplier_sourcing…`
`founding_journey`	software	healthy	`advanced_business_agents/multi_agent_apps/founding_journey`
`tests`	software	healthy	`advanced_business_agents/multi_agent_apps/founding_journey/…`
`baselines`	software	healthy	`advanced_business_agents/multi_agent_apps/founding_journey/…`
`trademark_search_team`	software	healthy	`advanced_business_agents/multi_agent_apps/trademark_search_…`
`website_launch_team`	software	healthy	`advanced_business_agents/multi_agent_apps/website_launch_te…`
`tests`	software	healthy	`advanced_business_agents/multi_agent_apps/website_launch_te…`

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

Label	Layer	Status	Path
`Founder`	software	healthy	`core/company.py:39`
`Company`	software	healthy	`core/company.py:49`
`Rule`	software	healthy	`core/content_audit.py:28`
`Finding`	software	healthy	`core/content_audit.py:99`
`Artifact`	software	healthy	`core/artifacts.py:34`
`ArtifactSet`	software	healthy	`core/artifacts.py:50`
`FakeLLM`	software	healthy	`core/tests/test_parallel_harness.py:19`
`ExplodingLLM`	software	healthy	`core/tests/test_parallel_harness.py:202`
`MixedLLM`	software	healthy	`core/tests/test_parallel_harness.py:222`
`OpenAIClient`	software	healthy	`core/llm/openai.py:12`
`CodexClient`	software	healthy	`core/llm/codex.py:34`
`GeminiClient`	software	healthy	`core/llm/gemini.py:12`
`XAIClient`	software	healthy	`core/llm/xai.py:12`
`Tool`	software	healthy	`core/llm/base.py:43`
`LLMConfig`	software	healthy	`core/llm/base.py:57`
`LLMClient`	software	healthy	`core/llm/base.py:69`
`OllamaClient`	software	healthy	`core/llm/ollama.py:11`
`ClaudeClient`	software	healthy	`core/llm/claude.py:53`
`ParallelHarness`	software	healthy	`core/harness/parallel_harness.py:26`
`Stage`	software	healthy	`core/harness/sequential_harness.py:21`
`HarnessResult`	software	healthy	`core/harness/sequential_harness.py:40`
`SequentialHarness`	software	healthy	`core/harness/sequential_harness.py:50`
`JourneyStep`	software	healthy	`advanced_business_agents/multi_agent_apps/founding_journey/…`
`StepResult`	software	healthy	`advanced_business_agents/multi_agent_apps/founding_journey/…`
`JourneyResult`	software	healthy	`advanced_business_agents/multi_agent_apps/founding_journey/…`
`FakeLLM`	software	healthy	`advanced_business_agents/multi_agent_apps/founding_journey/…`
`FailingStepLLM`	software	healthy	`advanced_business_agents/multi_agent_apps/founding_journey/…`
`FailingSynthesisLLM`	software	healthy	`advanced_business_agents/multi_agent_apps/founding_journey/…`

Label	Layer	Status	Path
`auth::core/llm/claude.py`	security	healthy	`core/llm/claude.py`
`auth::AGENTS.md`	security	healthy	`AGENTS.md`
`auth::CLAUDE.md`	security	healthy	`CLAUDE.md`
`auth::_template/README.md`	security	healthy	`_template/README.md`
`auth::README.md`	security	healthy	`README.md`

Label	Layer	Status	Path
`lint`	cicd	healthy	`.github/workflows/ci.yml`
`import-smoke`	cicd	healthy	`.github/workflows/ci.yml`
`test`	cicd	healthy	`.github/workflows/ci.yml`

Label	Layer	Status	Path
`repobility-clone-wy8hmq87`	software	healthy	`/tmp/repobility-clone-wy8hmq87`

Label	Layer	Status	Path
`127.0.0.1`	network	healthy	`core/cli.py`

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

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RyanAlberts/ai-native-business-apps

Complete repo analysis

function 50+

file 50+

directory 50+

class 28

auth 5

job 3

repo 1

service 1

pipeline 1