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.

scripps-ai-enablement/sci-ai-enabler

https://github.com/scripps-ai-enablement/sci-ai-enabler · scanned 2026-06-16 00:07 UTC (2 months, 2 weeks ago)

18 raw signals (0 security + 18 graph)

File as issue Image

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 12 actionable findings from 1 signal source. 6 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON

88.9% cov · 12 findings

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 0 Medium 1 Low 9 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 12 Crowd 0 Layer: Software 3 Frontend 1 Cicd 2 Quality 6

Exclude dismissed / FP Exclude test files

All 700 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
`RECIPES_CHANGELOG.md`	software	healthy	`RECIPES_CHANGELOG.md`
`about.md`	software	healthy	`about.md`
`RECIPE_AGENT.md`	software	healthy	`RECIPE_AGENT.md`
`RESPONDER_AGENT.md`	software	healthy	`RESPONDER_AGENT.md`
`advanced_download.py`	software	healthy	`advanced_download.py`
`AGENT.md`	software	healthy	`AGENT.md`
`COSCIENTIST_AGENT.md`	software	healthy	`COSCIENTIST_AGENT.md`
`README.md`	software	healthy	`README.md`
`download_biorxiv.py`	software	healthy	`download_biorxiv.py`
`DIGEST_AGENT.md`	software	healthy	`DIGEST_AGENT.md`
`GUIDE_AGENT.md`	software	healthy	`GUIDE_AGENT.md`
`contribute.md`	software	healthy	`contribute.md`
`GUIDE_CHANGELOG.md`	software	healthy	`GUIDE_CHANGELOG.md`
`index.md`	software	healthy	`index.md`
`start.md`	software	healthy	`start.md`
`COSCIENTIST_CHANGELOG.md`	software	healthy	`COSCIENTIST_CHANGELOG.md`
`_config.yml`	software	healthy	`_config.yml`
`CHANGELOG.md`	software	healthy	`CHANGELOG.md`
`compose.md`	software	healthy	`composer/commands/compose.md`
`SKILL.md`	software	healthy	`composer/skills/compose/SKILL.md`
`test_composer.py`	software	healthy	`tests/test_composer.py`
`2026-05-21-github-inbound-responder.md`	software	healthy	`docs/superpowers/plans/2026-05-21-github-inbound-responder.…`
`2026-05-21-github-inbound-responder-design.md`	software	healthy	`docs/superpowers/specs/2026-05-21-github-inbound-responder-…`
`collections.yaml`	software	healthy	`scripts/collections.yaml`
`neuroclaw_category_map.yaml`	software	healthy	`scripts/neuroclaw_category_map.yaml`
`sciagent_category_map.yaml`	software	healthy	`scripts/sciagent_category_map.yaml`
`build_index.py`	software	healthy	`scripts/build_index.py`
`kdense_category_map.yaml`	software	healthy	`scripts/kdense_category_map.yaml`
`ingest_kdense.py`	software	healthy	`scripts/ingest_kdense.py`
`ingest_collection.py`	software	healthy	`scripts/ingest_collection.py`
`index.md`	software	healthy	`updates/index.md`
`molecular-cellular-biology.md`	software	healthy	`catalog/molecular-cellular-biology.md`
`README.md`	software	healthy	`catalog/README.md`
`general-purpose-utilities.md`	software	healthy	`catalog/general-purpose-utilities.md`
`translational-medicine.md`	software	healthy	`catalog/translational-medicine.md`
`curator-state.md`	software	healthy	`catalog/curator-state.md`
`drug-repurposing-discovery.md`	software	healthy	`catalog/drug-repurposing-discovery.md`
`structural-computational-biology.md`	software	healthy	`catalog/structural-computational-biology.md`
`immunology-microbiology.md`	software	healthy	`catalog/immunology-microbiology.md`
`neuroscience.md`	software	healthy	`catalog/neuroscience.md`
`entries.md`	software	healthy	`catalog/entries.md`
`chemistry.md`	software	healthy	`catalog/chemistry.md`
`hcpya-skill.md`	software	healthy	`catalog/tools/hcpya-skill.md`
`stable-baselines3.md`	software	healthy	`catalog/tools/stable-baselines3.md`
`viennarna-structure-prediction.md`	software	healthy	`catalog/tools/viennarna-structure-prediction.md`
`scikit-image-processing.md`	software	healthy	`catalog/tools/scikit-image-processing.md`
`venue-templates.md`	software	healthy	`catalog/tools/venue-templates.md`
`kmeans.md`	software	healthy	`catalog/tools/kmeans.md`
`dmt-har-med-skill.md`	software	healthy	`catalog/tools/dmt-har-med-skill.md`
`cms-coverage.md`	software	healthy	`catalog/tools/cms-coverage.md`

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

Label	Layer	Status	Path
`create_session`	software	healthy	`advanced_download.py:49`
`try_download_with_session`	software	healthy	`advanced_download.py:71`
`download_paper`	software	healthy	`download_biorxiv.py:30`
`write_page`	software	healthy	`tests/test_composer.py:37`
`valid_recipe_fm`	software	healthy	`tests/test_composer.py:49`
`setUpClass`	software	healthy	`tests/test_composer.py:187`
`test_no_errors_on_real_corpus`	software	healthy	`tests/test_composer.py:74`
`test_nonempty`	software	healthy	`tests/test_composer.py:77`
`test_counts_match_files_on_disk`	software	healthy	`tests/test_composer.py:82`
`md_count`	software	healthy	`tests/test_composer.py:83`
`test_every_entry_has_matchable_fields`	software	healthy	`tests/test_composer.py:89`
`test_grounding_invariant_every_path_resolves`	software	healthy	`tests/test_composer.py:97`
`test_recipe_facets_in_closed_vocab`	software	healthy	`tests/test_composer.py:104`
`test_tool_categories_in_closed_vocab`	software	healthy	`tests/test_composer.py:114`
`test_composer_dogfoods_itself`	software	healthy	`tests/test_composer.py:119`
`_build`	software	healthy	`tests/test_composer.py:130`
`test_bad_problem_class_errors`	software	healthy	`tests/test_composer.py:137`
`make`	software	healthy	`tests/test_composer.py:169`
`test_bad_tool_category_errors`	software	healthy	`tests/test_composer.py:144`
`test_missing_lead_description_errors`	software	healthy	`tests/test_composer.py:152`
`test_missing_required_title_errors`	software	healthy	`tests/test_composer.py:160`
`test_valid_synthetic_corpus_has_no_errors`	software	healthy	`tests/test_composer.py:168`
`test_index_structure`	software	healthy	`tests/test_composer.py:191`
`test_counts_field_matches_arrays`	software	healthy	`tests/test_composer.py:196`
`test_committed_index_is_fresh`	software	healthy	`tests/test_composer.py:202`
`drifted`	software	healthy	`tests/test_composer.py:210`
`test_bundled_copy_matches_root`	software	healthy	`tests/test_composer.py:231`
`test_marketplace_json_valid`	software	healthy	`tests/test_composer.py:244`
`test_plugin_json_valid`	software	healthy	`tests/test_composer.py:257`
`test_command_present`	software	healthy	`tests/test_composer.py:262`
`test_skill_has_frontmatter`	software	healthy	`tests/test_composer.py:265`
`test_bundled_data_present_and_parses`	software	healthy	`tests/test_composer.py:272`
`test_responder_form_check_includes_label`	software	healthy	`tests/test_composer.py:282`
`test_responder_agent_documents_label_and_trailer`	software	healthy	`tests/test_composer.py:287`
`test_recipe_agent_handles_report`	software	healthy	`tests/test_composer.py:292`
`test_curator_state_has_composition_section`	software	healthy	`tests/test_composer.py:295`
`test_composition_report_form_valid`	software	healthy	`tests/test_composer.py:299`
`test_issue_templates_parse`	software	healthy	`tests/test_composer.py:313`
`test_workflows_parse`	software	healthy	`tests/test_composer.py:318`
`parse_frontmatter`	software	healthy	`scripts/build_index.py:103`
`lead_description`	software	healthy	`scripts/build_index.py:130`
`section_body`	software	healthy	`scripts/build_index.py:155`
`extract_keywords`	software	healthy	`scripts/build_index.py:178`
`require`	software	healthy	`scripts/build_index.py:189`
`check_vocab`	software	healthy	`scripts/build_index.py:196`
`build_tool`	software	dead	`scripts/build_index.py:203`
`build_recipe`	software	dead	`scripts/build_index.py:227`
`build_system`	software	dead	`scripts/build_index.py:261`
`collect`	software	healthy	`scripts/build_index.py:283`
`build_all`	software	healthy	`scripts/build_index.py:297`

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

Label	Layer	Status	Path
`composer`	software	healthy	`composer`
`commands`	software	healthy	`composer/commands`
`skills`	software	healthy	`composer/skills`
`compose`	software	healthy	`composer/skills/compose`
`tests`	software	healthy	`tests`
`docs`	software	healthy	`docs`
`superpowers`	software	healthy	`docs/superpowers`
`plans`	software	healthy	`docs/superpowers/plans`
`specs`	software	healthy	`docs/superpowers/specs`
`scripts`	software	healthy	`scripts`
`updates`	software	healthy	`updates`
`catalog`	software	healthy	`catalog`
`tools`	software	healthy	`catalog/tools`
`sources`	software	healthy	`sources`
`_sass`	software	healthy	`_sass`
`custom`	software	healthy	`_sass/custom`
`recipes`	software	healthy	`recipes`
`items`	software	healthy	`recipes/items`
`_includes`	software	healthy	`_includes`
`index`	software	healthy	`index`
`.github`	software	healthy	`.github`
`ISSUE_TEMPLATE`	software	healthy	`.github/ISSUE_TEMPLATE`
`scripts`	software	healthy	`.github/scripts`
`workflows`	software	healthy	`.github/workflows`
`guide`	software	healthy	`guide`
`advanced`	software	healthy	`guide/advanced`
`surfaces`	software	healthy	`guide/surfaces`
`autonomous-science`	software	healthy	`autonomous-science`
`systems`	software	healthy	`autonomous-science/systems`

Label	Layer	Status	Path
`port:02`	network	healthy	`.github/workflows/coscientist.yml`
`port:03`	network	healthy	`.github/workflows/coscientist.yml`
`port:18`	network	healthy	`.github/workflows/digest.yml`
`port:15`	network	healthy	`.github/workflows/digest.yml`
`port:10`	network	healthy	`.github/workflows/index.yml`
`port:30`	network	healthy	`.github/workflows/index.yml`
`port:07`	network	healthy	`.github/workflows/index.yml`
`port:08`	network	healthy	`.github/workflows/index.yml`
`port:09`	network	healthy	`.github/workflows/index.yml`
`port:01`	network	healthy	`.github/workflows/guide.yml`

Label	Layer	Status	Path
`gha::coscientist`	cicd	healthy	`.github/workflows/coscientist.yml`
`gha::test`	cicd	healthy	`.github/workflows/test.yml`
`gha::digest`	cicd	healthy	`.github/workflows/digest.yml`
`gha::refresh-form-dropdowns`	cicd	healthy	`.github/workflows/refresh-form-dropdowns.yml`
`gha::index`	cicd	healthy	`.github/workflows/index.yml`
`gha::responder`	cicd	healthy	`.github/workflows/responder.yml`
`gha::recipes`	cicd	healthy	`.github/workflows/recipes.yml`
`gha::curate`	cicd	healthy	`.github/workflows/curate.yml`
`gha::guide`	cicd	healthy	`.github/workflows/guide.yml`

Label	Layer	Status	Path
`coscientist`	cicd	healthy	`.github/workflows/coscientist.yml`
`test`	cicd	healthy	`.github/workflows/test.yml`
`digest`	cicd	healthy	`.github/workflows/digest.yml`
`refresh`	cicd	healthy	`.github/workflows/refresh-form-dropdowns.yml`
`build`	cicd	healthy	`.github/workflows/index.yml`
`respond`	cicd	healthy	`.github/workflows/responder.yml`
`recipes`	cicd	healthy	`.github/workflows/recipes.yml`
`curate`	cicd	healthy	`.github/workflows/curate.yml`
`guide`	cicd	healthy	`.github/workflows/guide.yml`

Label	Layer	Status	Path
`TestRealCorpus`	software	healthy	`tests/test_composer.py:69`
`TestValidationFailsLoudly`	software	healthy	`tests/test_composer.py:129`
`TestIndexArtifacts`	software	healthy	`tests/test_composer.py:185`
`TestPluginStructure`	software	healthy	`tests/test_composer.py:243`
`TestCaptureWiring`	software	healthy	`tests/test_composer.py:281`
`TestYamlWellFormed`	software	healthy	`tests/test_composer.py:312`
`PageError`	software	healthy	`scripts/build_index.py:99`

Label	Layer	Status	Path
`mongodb`	data	healthy	`index/composer-tools.json`
`sqlite`	data	healthy	`index/composer-tools.json`

Label	Layer	Status	Path
`vps::gcp`	hardware	healthy	`index/composer-tools.json`
`vps::aws`	hardware	healthy	`index/composer-tools.json`

Label	Layer	Status	Path
`auth::guide/advanced/README.md`	security	healthy	`guide/advanced/README.md`
`auth::index/composer-tools.json`	security	healthy	`index/composer-tools.json`

Label	Layer	Status	Path
`repobility-clone-nrz5vy4e`	software	healthy	`/tmp/repobility-clone-nrz5vy4e`

Label	Layer	Status	Path
`119.0.0.0`	network	healthy	`advanced_download.py`

Label	Layer	Status	Path
`gpu (detected)`	hardware	healthy	`scripts/build_index.py`

Label	Layer	Status	Path
`ANTHROPIC_API_KEY`	cicd	healthy	`—`

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/5322e790-9cf7-4716-bede-0808a1bcd319/

To check status programmatically (no auth required):

curl -s https://repobility.com/api/v1/public/scan/5322e790-9cf7-4716-bede-0808a1bcd319/

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.

scripps-ai-enablement/sci-ai-enabler

Complete repo analysis

file 50+

function 50+

directory 29

port 10

pipeline 9

job 9

class 7

database 2

vps 2

auth 2

repo 1

service 1

gpu 1

env_var 1