LearnPrompt/ai-news-radar

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https://github.com/LearnPrompt/ai-news-radar · scanned 2026-06-05 19:27 UTC (4 days, 16 hours ago) · 10 languages

124 raw signals (58 security + 66 graph) 11/13 scanners ran 71st percentile · Python · small (2-20K LoC) System graph score 92 (lower by 15)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 4 days, 16 hours ago · v2 · 37 actionable findings from 2 signal sources. 29 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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88.9% cov · 29 findings

Score breakdown â 2026-05-18-v5

Component	Sub-score	Weight	Contribution
`structure_score`	55.0	0.15	8.25
`security_score`	100.0	0.25	25.00
`testing_score`	100.0	0.20	20.00
`documentation_score`	52.0	0.15	7.80
`practices_score`	72.0	0.15	10.80
`code_quality`	53.0	0.10	5.30
Overall		1.00	77.1

security_score may be inflated — optional security scanners were skipped on this fast scan

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 1 Medium 4 Low 27 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 8 System graph 29 Crowd 0 Layer: Quality 10 Cicd 2 Software 22 Api 1 Frontend 1 Security 1

Exclude dismissed / FP Exclude test files

All 368 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
`make_item`	software	healthy	`tests/test_story_merge.py:11`
`test_url_params_are_ignored_for_canonical_merge`	software	healthy	`tests/test_story_merge.py:26`
`test_similar_titles_within_window_merge`	software	healthy	`tests/test_story_merge.py:40`
`test_different_model_vendor_events_do_not_merge`	software	healthy	`tests/test_story_merge.py:54`
`test_parse_ym_heading`	software	healthy	`tests/test_waytoagi_utils.py:16`
`test_parse_md_heading`	software	healthy	`tests/test_waytoagi_utils.py:19`
`test_clean_update_title`	software	healthy	`tests/test_waytoagi_utils.py:22`
`test_decode_escaped_json`	software	healthy	`tests/test_waytoagi_utils.py:25`
`test_infer_shanghai_year_for_month_day`	software	healthy	`tests/test_waytoagi_utils.py:30`
`test_extract_recent_updates_from_block_map`	software	healthy	`tests/test_waytoagi_utils.py:35`
`test_scores_strong_ai_signal_with_reason`	software	healthy	`tests/test_ai_relevance.py:7`
`test_rejects_broad_model_without_tech_context`	software	healthy	`tests/test_ai_relevance.py:22`
`test_accepts_broad_ai_plus_tech_context`	software	healthy	`tests/test_ai_relevance.py:35`
`test_accepts_agent_context_as_developer_tool`	software	healthy	`tests/test_ai_relevance.py:49`
`test_trusted_ai_source_defaults_to_keep`	software	healthy	`tests/test_ai_relevance.py:62`
`test_adds_public_debug_fields`	software	healthy	`tests/test_ai_relevance.py:75`
`record`	software	healthy	`tests/test_source_overlap.py:15`
`test_normalize_title_for_overlap_removes_noise_words_and_pu…`	software	healthy	`tests/test_source_overlap.py:27`
`test_title_similarity_handles_reordered_tokens`	software	healthy	`tests/test_source_overlap.py:32`
`test_classify_overlap_matches_exact_url_after_normalization`	software	healthy	`tests/test_source_overlap.py:36`
`test_classify_overlap_matches_similar_titles_with_different…`	software	healthy	`tests/test_source_overlap.py:48`
`test_evaluate_source_overlap_counts_duplicates_uniques_and_…`	software	healthy	`tests/test_source_overlap.py:59`
`test_make_recommendation_thresholds_and_sample_guard`	software	healthy	`tests/test_source_overlap.py:88`
`test_normalize_url_removes_tracking`	software	healthy	`tests/test_utils.py:10`
`test_make_item_id_stable`	software	healthy	`tests/test_utils.py:14`
`test_parse_relative_time_zh_minutes`	software	healthy	`tests/test_utils.py:19`
`test_parse_date_any_english_rfc_not_misparsed_as_today`	software	healthy	`tests/test_utils.py:24`
`test_parse_opml_subscriptions`	software	healthy	`tests/test_utils.py:29`
`make_item`	software	healthy	`tests/test_daily_brief.py:18`
`test_importance_score_favors_official_relevant_recent_items`	software	healthy	`tests/test_daily_brief.py:40`
`test_daily_brief_respects_10_to_20_cap_when_enough_stories_…`	software	healthy	`tests/test_daily_brief.py:50`
`test_daily_brief_record_supports_bole_output_contract`	software	healthy	`tests/test_daily_brief.py:61`
`test_stories_and_merge_log_payload_shapes_are_explicit`	software	healthy	`tests/test_daily_brief.py:88`
`test_accepts_ai_keyword`	software	healthy	`tests/test_topic_filter.py:28`
`test_accepts_copilot_keyword`	software	healthy	`tests/test_topic_filter.py:38`
`test_accepts_robotics_keyword`	software	healthy	`tests/test_topic_filter.py:48`
`test_accepts_follow_builders_curated_feed`	software	healthy	`tests/test_topic_filter.py:58`
`test_rejects_noise_topic`	software	healthy	`tests/test_topic_filter.py:68`
`test_rejects_commerce_noise`	software	healthy	`tests/test_topic_filter.py:78`
`test_zeli_only_24h_hot`	software	healthy	`tests/test_topic_filter.py:88`
`test_buzzing_source_fallback_to_host`	software	healthy	`tests/test_topic_filter.py:106`
`test_fix_mojibake`	software	healthy	`tests/test_topic_filter.py:110`
`test_parse_feed_entries_via_xml`	software	healthy	`tests/test_topic_filter.py:114`
`test_parse_atom_feed_entries_via_xml`	software	healthy	`tests/test_topic_filter.py:123`
`test_parse_anthropic_news_items`	software	healthy	`tests/test_topic_filter.py:133`
`test_parse_openai_codex_changelog_items`	software	healthy	`tests/test_topic_filter.py:147`
`test_parse_ai_breakfast_items`	software	healthy	`tests/test_topic_filter.py:162`
`test_parse_aihot_feed_items`	software	healthy	`tests/test_topic_filter.py:173`
`test_fetch_aihot_uses_fallback_when_primary_has_no_items`	software	healthy	`tests/test_topic_filter.py:190`
`__init__`	software	healthy	`tests/test_topic_filter.py:542`

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

Label	Layer	Status	Path
`README.md`	software	healthy	`README.md`
`README.en.md`	software	healthy	`README.en.md`
`CLAUDE.md`	software	healthy	`CLAUDE.md`
`index.html`	software	healthy	`index.html`
`requirements.txt`	software	healthy	`requirements.txt`
`AGENTS.md`	software	healthy	`AGENTS.md`
`test_story_merge.py`	software	healthy	`tests/test_story_merge.py`
`conftest.py`	software	warning	`tests/conftest.py`
`test_waytoagi_utils.py`	software	healthy	`tests/test_waytoagi_utils.py`
`test_ai_relevance.py`	software	healthy	`tests/test_ai_relevance.py`
`test_source_overlap.py`	software	healthy	`tests/test_source_overlap.py`
`test_utils.py`	software	healthy	`tests/test_utils.py`
`test_daily_brief.py`	software	healthy	`tests/test_daily_brief.py`
`test_topic_filter.py`	software	healthy	`tests/test_topic_filter.py`
`test_private_bridge_sources.py`	software	healthy	`tests/test_private_bridge_sources.py`
`GPT_HANDOFF.md`	software	healthy	`docs/GPT_HANDOFF.md`
`V2_PRODUCT_BRIEF.md`	software	healthy	`docs/V2_PRODUCT_BRIEF.md`
`ROADMAP.md`	software	healthy	`docs/ROADMAP.md`
`SOURCE_COVERAGE.md`	software	healthy	`docs/SOURCE_COVERAGE.md`
`v2-source-inventory-summary-2026-05-10.md`	software	healthy	`docs/research/v2-source-inventory-summary-2026-05-10.md`
`advanced-source-free-tier-budget-2026-05-10.md`	software	healthy	`docs/research/advanced-source-free-tier-budget-2026-05-10.md`
`source-intake-2026-05-10.md`	software	healthy	`docs/research/source-intake-2026-05-10.md`
`source-intake-decision-table-2026-05-10.md`	software	healthy	`docs/research/source-intake-decision-table-2026-05-10.md`
`bole-skill-wechat-final-2026-05-11.md`	software	healthy	`docs/marketing/bole-skill-wechat-final-2026-05-11.md`
`bole-skill-promo-draft-2026-05-11.md`	software	healthy	`docs/marketing/bole-skill-promo-draft-2026-05-11.md`
`bole-skill-wechat-final-reordered-2026-05-11.md`	software	healthy	`docs/marketing/bole-skill-wechat-final-reordered-2026-05-11…`
`2026-05-10-source-intake-research-plan.md`	software	healthy	`docs/plans/2026-05-10-source-intake-research-plan.md`
`x-api-demo-config.md`	software	healthy	`docs/guides/x-api-demo-config.md`
`rileybrown-alphasignal-demo.md`	software	healthy	`docs/guides/rileybrown-alphasignal-demo.md`
`__init__.py`	software	healthy	`scripts/__init__.py`
`evaluate_source_overlap.py`	software	healthy	`scripts/evaluate_source_overlap.py`
`audit_ai_relevance.py`	software	healthy	`scripts/audit_ai_relevance.py`
`ai_relevance.py`	software	healthy	`scripts/ai_relevance.py`
`update_news.py`	software	healthy	`scripts/update_news.py`
`styles.css`	software	healthy	`assets/styles.css`
`app.js`	software	healthy	`assets/app.js`
`motion.js`	software	warning	`assets/motion.js`
`v0.4.0-2026-05-12.md`	software	healthy	`reports/ai-relevance-audit/v0.4.0-2026-05-12.md`
`README.md`	software	healthy	`skills/ai-news-radar/README.md`
`SKILL.md`	software	healthy	`skills/ai-news-radar/SKILL.md`
`v2-method.md`	software	healthy	`skills/ai-news-radar/references/v2-method.md`
`source-intake.md`	software	healthy	`skills/ai-news-radar/references/source-intake.md`
`openai.yaml`	software	healthy	`skills/ai-news-radar/agents/openai.yaml`
`update-news.yml`	software	healthy	`.github/workflows/update-news.yml`

Label	Layer	Status	Path
`tests`	software	healthy	`tests`
`docs`	software	healthy	`docs`
`research`	software	healthy	`docs/research`
`marketing`	software	healthy	`docs/marketing`
`plans`	software	healthy	`docs/plans`
`guides`	software	healthy	`docs/guides`
`scripts`	software	healthy	`scripts`
`assets`	software	healthy	`assets`
`reports`	software	healthy	`reports`
`ai-relevance-audit`	software	healthy	`reports/ai-relevance-audit`
`skills`	software	healthy	`skills`
`ai-news-radar`	software	healthy	`skills/ai-news-radar`
`references`	software	healthy	`skills/ai-news-radar/references`
`agents`	software	healthy	`skills/ai-news-radar/agents`
`.github`	software	healthy	`.github`
`workflows`	software	healthy	`.github/workflows`

Label	Layer	Status	Path
`WaytoAgiUtilsTests`	software	healthy	`tests/test_waytoagi_utils.py:15`
`AiRelevanceScoringTests`	software	healthy	`tests/test_ai_relevance.py:6`
`UtilsTests`	software	healthy	`tests/test_utils.py:9`
`TopicFilterTests`	software	healthy	`tests/test_topic_filter.py:27`
`FakeResponse`	software	healthy	`tests/test_topic_filter.py:522`
`FakeSession`	software	healthy	`tests/test_topic_filter.py:541`
`NoNetworkSession`	software	healthy	`tests/test_topic_filter.py:503`
`PrivateBridgeSourceTests`	software	healthy	`tests/test_private_bridge_sources.py:12`
`RawItem`	software	healthy	`scripts/update_news.py:138`

Label	Layer	Status	Path
`X_BEARER_TOKEN`	cicd	healthy	`—`
`X_API_ENABLED`	cicd	healthy	`—`
`EMAIL_DIGEST_ENABLED`	cicd	healthy	`—`
`AGENTMAIL_API_KEY`	cicd	healthy	`—`
`EMAIL_DIGEST_PUBLISH`	cicd	healthy	`—`
`AGENTMAIL_INBOX_ID`	cicd	healthy	`—`
`FOLLOW_OPML_B64`	cicd	healthy	`—`

Label	Layer	Status	Path
`122.0.0.0`	network	healthy	`scripts/update_news.py`
`47.122.94.119`	network	healthy	`scripts/update_news.py`

Label	Layer	Status	Path
`repobility-clone-37vjzh_7`	software	healthy	`/tmp/repobility-clone-37vjzh_7`

Label	Layer	Status	Path
`gpu (detected)`	hardware	healthy	`tests/test_ai_relevance.py`

Label	Layer	Status	Path
`gha::update-news`	cicd	healthy	`.github/workflows/update-news.yml`

Label	Layer	Status	Path
`update`	cicd	healthy	`.github/workflows/update-news.yml`

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LearnPrompt/ai-news-radar

Complete repo analysis

function 50+

file 44

directory 16

class 9

env_var 7

service 2

repo 1

gpu 1

pipeline 1

job 1