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Araadh3111/research-copilot

https://github.com/Araadh3111/research-copilot · scanned 2026-06-17 01:16 UTC (1 month, 2 weeks ago)

65 raw signals (0 security + 65 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 month, 2 weeks ago · v2 · last Δ -8.4 (diff) · 65 actionable findings from 1 signal source. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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Combined
68.3
/100
Security checks
68
0 findings
System graph
68
88.9% cov · 65 findings
Critical
0
click to filter
Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 10 Medium 10 Low 28 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 65 Crowd 0 Layer: Software 24 Frontend 8 Security 12 Quality 21

All 937 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
main software healthy evals/diagnose_lora.py:25
gold_iter software healthy evals/diagnose_lora.py:55
main software healthy evals/diagnose_library.py:46
_normalize_title software healthy evals/run_eval.py:35
_normalize_arxiv software healthy evals/run_eval.py:39
_paper_keys software healthy evals/run_eval.py:45
_gold_index software healthy evals/run_eval.py:53
_is_hit software healthy evals/run_eval.py:69
_retrieve software healthy evals/run_eval.py:73
_score_query software healthy evals/run_eval.py:84
_mean software healthy evals/run_eval.py:113
_previous_run software healthy evals/run_eval.py:118
main software healthy evals/run_eval.py:128
diff software healthy evals/run_eval.py:167
main software healthy evals/diagnose_pool.py:27
recall_at_k software healthy evals/metrics.py:13
ndcg_at_k software healthy evals/metrics.py:24
main software healthy evals/e2e_pdf_test.py:40
_detect_venue software healthy backend/arxiv_fetcher.py:46
_arxiv_id software healthy backend/arxiv_fetcher.py:54
_build_search_query software healthy backend/arxiv_fetcher.py:60
fetch_arxiv software dead backend/arxiv_fetcher.py:69
_text software healthy backend/arxiv_fetcher.py:108
_parse_entry software healthy backend/arxiv_fetcher.py:113
fetch_arxiv_by_ids software healthy backend/arxiv_fetcher.py:160
recency_to_year software healthy backend/arxiv_fetcher.py:188
_external_ids software healthy backend/sources.py:50
_oa_pdf_url software healthy backend/sources.py:54
classify software healthy backend/sources.py:59
coverage_dict software healthy backend/sources.py:79
coverage_note software healthy backend/sources.py:85
_host_allowed software healthy backend/sources.py:106
fetch_full_text software dead backend/sources.py:110
estimate_tokens software healthy backend/budgets.py:32
select_within_budget software healthy backend/budgets.py:36
_select_model software healthy backend/synthesizer.py:24
_paper_link software healthy backend/synthesizer.py:43
_build_sources software healthy backend/synthesizer.py:59
_budget_papers software healthy backend/synthesizer.py:79
_build_prompt software healthy backend/synthesizer.py:96
_build_matrix_prompt software healthy backend/synthesizer.py:157
synthesize_stream software healthy backend/synthesizer.py:202
verify_claim software dead backend/synthesizer.py:255
synthesize software healthy backend/synthesizer.py:312
_s2_throttle software healthy backend/fetcher.py:49
_fetch_one software healthy backend/fetcher.py:59
_shorten_query software healthy backend/fetcher.py:121
_fetch_with_fallback software healthy backend/fetcher.py:126
_enrich_citations software healthy backend/fetcher.py:147
_dedupe_key software healthy backend/fetcher.py:182

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

LabelLayerStatusPath
README.md software healthy README.md
diagnose_lora.py software healthy evals/diagnose_lora.py
diagnose_library.py software healthy evals/diagnose_library.py
run_eval.py software healthy evals/run_eval.py
README.md software healthy evals/README.md
diagnose_pool.py software healthy evals/diagnose_pool.py
metrics.py software healthy evals/metrics.py
e2e_pdf_test.py software healthy evals/e2e_pdf_test.py
benchmark.json software healthy evals/benchmark.json
20260612T152531Z.json software healthy evals/runs/20260612T152531Z.json
20260612T153506Z.json software healthy evals/runs/20260612T153506Z.json
20260612T151500Z.json software healthy evals/runs/20260612T151500Z.json
20260612T081324Z.json software healthy evals/runs/20260612T081324Z.json
20260612T152105Z.json software healthy evals/runs/20260612T152105Z.json
20260612T084102Z.json software healthy evals/runs/20260612T084102Z.json
20260612T071825Z.json software healthy evals/runs/20260612T071825Z.json
20260612T085236Z.json software healthy evals/runs/20260612T085236Z.json
arxiv_fetcher.py software healthy backend/arxiv_fetcher.py
sources.py software healthy backend/sources.py
budgets.py software healthy backend/budgets.py
synthesizer.py software healthy backend/synthesizer.py
Procfile software healthy backend/Procfile
fetcher.py software healthy backend/fetcher.py
requirements.txt software healthy backend/requirements.txt
costs.py software healthy backend/costs.py
cost_tracker.py software healthy backend/cost_tracker.py
mise.toml software healthy backend/mise.toml
chunking.py software healthy backend/chunking.py
vector_store.py software healthy backend/vector_store.py
supabase_client.py software healthy backend/supabase_client.py
ranker.py software healthy backend/ranker.py
main.py software healthy backend/main.py
query_processor.py software healthy backend/query_processor.py
cache.py software healthy backend/cache.py
account.py software healthy backend/account.py
library.py software healthy backend/library.py
embeddings.py software healthy backend/embeddings.py
paper_cache.py software healthy backend/paper_cache.py
usage.py software healthy backend/usage.py
007_library_documents.sql software healthy backend/migrations/007_library_documents.sql
005_search_costs.sql software healthy backend/migrations/005_search_costs.sql
006_pgvector.sql software healthy backend/migrations/006_pgvector.sql
001_search_history.sql software healthy backend/migrations/001_search_history.sql
003_usage_feature_counters.sql software healthy backend/migrations/003_usage_feature_counters.sql
004_estimated_cost_usd.sql software healthy backend/migrations/004_estimated_cost_usd.sql
008_embedding_dim_512.sql software healthy backend/migrations/008_embedding_dim_512.sql
002_shared_results.sql software healthy backend/migrations/002_shared_results.sql
009_hnsw_index.sql software healthy backend/migrations/009_hnsw_index.sql
CLAUDE.md software healthy frontend/CLAUDE.md
AGENTS.md software healthy frontend/AGENTS.md

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

LabelLayerStatusPath
evals software healthy evals
runs software healthy evals/runs
backend software healthy backend
migrations software healthy backend/migrations
frontend software healthy frontend
app software healthy frontend/app
about software healthy frontend/app/about
method software healthy frontend/app/method
desk software healthy frontend/app/desk
galaxy software healthy frontend/app/galaxy
admin software healthy frontend/app/admin
costs software healthy frontend/app/admin/costs
library software healthy frontend/app/library
journal software healthy frontend/app/journal
share software healthy frontend/app/share
[token] software healthy frontend/app/share/[token]
auth software healthy frontend/app/auth
callback software healthy frontend/app/auth/callback
classic software healthy frontend/app/classic
manuscript software healthy frontend/app/manuscript
utils software healthy frontend/utils
supabase software healthy frontend/utils/supabase
hooks software healthy frontend/hooks
components software healthy frontend/components
app software healthy frontend/components/app
landing software healthy frontend/components/landing
admin software healthy frontend/components/admin
ui software healthy frontend/components/ui
lib software healthy frontend/lib
styles software healthy frontend/styles
docs software healthy docs

LabelLayerStatusPath
POST /search api healthy backend/main.py
POST /verify api healthy backend/main.py
GET /usage api healthy backend/main.py
GET /library api healthy backend/main.py
POST /library/upload api healthy backend/main.py
DELETE /library/{doc_id} api healthy backend/main.py
DELETE /library api healthy backend/main.py
DELETE /account api healthy backend/main.py
GET /admin/key-status api healthy backend/main.py
GET /admin/costs api healthy backend/main.py
GET /admin/embed-check api healthy backend/main.py
POST /admin/reembed api healthy backend/main.py
GET /auth/debug api healthy backend/main.py
POST /waitlist api healthy backend/main.py
POST /share api healthy backend/main.py
GET /share/{token} api healthy backend/main.py
GET / api healthy backend/main.py
GET /health api healthy backend/main.py

LabelLayerStatusPath
Coverage software healthy backend/sources.py:42
SynthesisError software healthy backend/synthesizer.py:35
FetchError software healthy backend/fetcher.py:36
CallRecord software healthy backend/cost_tracker.py:36
SearchRequest software healthy backend/main.py:122
WaitlistRequest software healthy backend/main.py:134
ShareRequest software healthy backend/main.py:138
VerifyRequest software healthy backend/main.py:145
LibraryError software healthy backend/library.py:29
EmbeddingQuotaError software healthy backend/embeddings.py:114
is software healthy frontend/components/theme-toggle.tsx:is
on software healthy frontend/components/app/command-palette.tsx:on
added software healthy frontend/lib/use-scroll-animation.ts:added

LabelLayerStatusPath
/page.tsx frontend healthy frontend/app/page.tsx
/about frontend healthy frontend/app/about/page.tsx
/method frontend healthy frontend/app/method/page.tsx
/desk frontend healthy frontend/app/desk/page.tsx
/galaxy frontend healthy frontend/app/galaxy/page.tsx
/admin/costs frontend healthy frontend/app/admin/costs/page.tsx
/library frontend healthy frontend/app/library/page.tsx
/journal frontend healthy frontend/app/journal/page.tsx
/share/[token] frontend healthy frontend/app/share/[token]/page.tsx
/auth frontend healthy frontend/app/auth/page.tsx
/classic frontend healthy frontend/app/classic/page.tsx
/manuscript frontend healthy frontend/app/manuscript/page.tsx

LabelLayerStatusPath
RootLayout frontend healthy frontend/app/layout.tsx
AboutPage frontend healthy frontend/app/about/page.tsx
MethodPage frontend healthy frontend/app/method/page.tsx
DeskPage frontend healthy frontend/app/desk/page.tsx
GalaxyPage frontend healthy frontend/app/galaxy/page.tsx
AdminCostsPage frontend healthy frontend/app/admin/costs/page.tsx
LibraryPage frontend healthy frontend/app/library/page.tsx
JournalPage frontend healthy frontend/app/journal/page.tsx
AuthPage frontend healthy frontend/app/auth/page.tsx
ClassicPage frontend healthy frontend/app/classic/page.tsx
ManuscriptPage frontend healthy frontend/app/manuscript/page.tsx
GalaxyScene frontend healthy frontend/components/landing/galaxy-scene.tsx

LabelLayerStatusPath
007_library_documents.sql data healthy backend/migrations/007_library_documents.sql
005_search_costs.sql data healthy backend/migrations/005_search_costs.sql
006_pgvector.sql data healthy backend/migrations/006_pgvector.sql
001_search_history.sql data healthy backend/migrations/001_search_history.sql
003_usage_feature_counters.sql data healthy backend/migrations/003_usage_feature_counters.sql
004_estimated_cost_usd.sql data healthy backend/migrations/004_estimated_cost_usd.sql
008_embedding_dim_512.sql data healthy backend/migrations/008_embedding_dim_512.sql
002_shared_results.sql data healthy backend/migrations/002_shared_results.sql
009_hnsw_index.sql data healthy backend/migrations/009_hnsw_index.sql

LabelLayerStatusPath
auth::backend/main.py security healthy backend/main.py
auth::evals/e2e_pdf_test.py security healthy evals/e2e_pdf_test.py
auth::evals/diagnose_library.py security healthy evals/diagnose_library.py
auth::backend/usage.py security healthy backend/usage.py
auth::frontend/app/auth/page.tsx security healthy frontend/app/auth/page.tsx

LabelLayerStatusPath
Araadh3111__research-copilot software healthy /data/fable5_failed_archive/Araadh3111__research-copilot

LabelLayerStatusPath
postgres data healthy backend/usage.py

LabelLayerStatusPath
public data healthy backend/migrations/007_library_documents.sql

LabelLayerStatusPath
127.0.0.1 network healthy frontend/lib/api.ts

LabelLayerStatusPath
gpu (detected) hardware healthy frontend/package-lock.json
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