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rahulkewal6/atk-dashboard

https://github.com/rahulkewal6/atk-dashboard · scanned 2026-06-15 23:45 UTC (2 months, 4 weeks ago)

33 raw signals (0 security + 33 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 4 weeks ago · v1 · 30 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.

JSON
Combined
86.6
/100
Security checks
87
0 findings
System graph
87
77.8% cov · 30 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 9 Medium 7 Low 10 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 30 Crowd 0 Layer: Software 1 Frontend 1 Security 1 Quality 27
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Scan summary Repository scanned at 86.6/100 with 77.8% coverage. It contains 189 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 33 findings — concentrated in quality (30), software (1), frontend (1). Risk profile is high: 0 critical, 9 high, 7 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 26 of 30 actionable findings. 33 raw detector signals were grouped into reader-sized issues. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

high System graph quality Integrity conf 1.00 Blocking `time.sleep(...)` inside `async def main` — scrapers/automechanika_dubai_scraper.py:121
Sync I/O inside an async function blocks the event loop. While `time.sleep(...)` is running, *all* other coroutines on this loop are paused — silent throughput collapse under concurrency. Use the async equivalent (`httpx.AsyncClient`, `asyncio.sleep`, `aiofiles`) or wrap with `await asyncio.to_thre…
scrapers/automechanika_dubai_scraper.py:121 Sync io in asyncPerformance
high System graph quality Integrity conf 1.00 Blocking `time.sleep(...)` inside `async def main` — scrapers/automechanika_frankfurt_scraper.py:126
Sync I/O inside an async function blocks the event loop. While `time.sleep(...)` is running, *all* other coroutines on this loop are paused — silent throughput collapse under concurrency. Use the async equivalent (`httpx.AsyncClient`, `asyncio.sleep`, `aiofiles`) or wrap with `await asyncio.to_thre…
scrapers/automechanika_frankfurt_scraper.py:126 Sync io in asyncPerformance
high System graph quality Integrity conf 1.00 Blocking `time.sleep(...)` inside `async def main` — scrapers/beautyworld_dubai_scraper.py:138
Sync I/O inside an async function blocks the event loop. While `time.sleep(...)` is running, *all* other coroutines on this loop are paused — silent throughput collapse under concurrency. Use the async equivalent (`httpx.AsyncClient`, `asyncio.sleep`, `aiofiles`) or wrap with `await asyncio.to_thre…
scrapers/beautyworld_dubai_scraper.py:138 Sync io in asyncPerformance
high System graph quality Integrity conf 1.00 Blocking `time.sleep(...)` inside `async def main` — scrapers/beautyworld_ksa_scraper.py:111
Sync I/O inside an async function blocks the event loop. While `time.sleep(...)` is running, *all* other coroutines on this loop are paused — silent throughput collapse under concurrency. Use the async equivalent (`httpx.AsyncClient`, `asyncio.sleep`, `aiofiles`) or wrap with `await asyncio.to_thre…
scrapers/beautyworld_ksa_scraper.py:111 Sync io in asyncPerformance
high System graph quality Integrity conf 1.00 Blocking `time.sleep(...)` inside `async def main` — scrapers/gifts_lifestyle_me_scraper.py:121
Sync I/O inside an async function blocks the event loop. While `time.sleep(...)` is running, *all* other coroutines on this loop are paused — silent throughput collapse under concurrency. Use the async equivalent (`httpx.AsyncClient`, `asyncio.sleep`, `aiofiles`) or wrap with `await asyncio.to_thre…
scrapers/gifts_lifestyle_me_scraper.py:121 Sync io in asyncPerformance
high System graph quality Integrity conf 1.00 Blocking `time.sleep(...)` inside `async def main` — scrapers/intersec_ksa_scraper.py:111
Sync I/O inside an async function blocks the event loop. While `time.sleep(...)` is running, *all* other coroutines on this loop are paused — silent throughput collapse under concurrency. Use the async equivalent (`httpx.AsyncClient`, `asyncio.sleep`, `aiofiles`) or wrap with `await asyncio.to_thre…
scrapers/intersec_ksa_scraper.py:111 Sync io in asyncPerformance
high System graph quality Integrity conf 1.00 Blocking `time.sleep(...)` inside `async def main` — scrapers/intersec_uae_scraper.py:111
Sync I/O inside an async function blocks the event loop. While `time.sleep(...)` is running, *all* other coroutines on this loop are paused — silent throughput collapse under concurrency. Use the async equivalent (`httpx.AsyncClient`, `asyncio.sleep`, `aiofiles`) or wrap with `await asyncio.to_thre…
scrapers/intersec_uae_scraper.py:111 Sync io in asyncPerformance
high System graph quality Integrity conf 1.00 Blocking `time.sleep(...)` inside `async def main` — scrapers/light_middle_east_scraper.py:111
Sync I/O inside an async function blocks the event loop. While `time.sleep(...)` is running, *all* other coroutines on this loop are paused — silent throughput collapse under concurrency. Use the async equivalent (`httpx.AsyncClient`, `asyncio.sleep`, `aiofiles`) or wrap with `await asyncio.to_thre…
scrapers/light_middle_east_scraper.py:111 Sync io in asyncPerformance
high System graph quality Integrity conf 1.00 Blocking `time.sleep(...)` inside `async def main` — scrapers/paperworld_me_scraper.py:121
Sync I/O inside an async function blocks the event loop. While `time.sleep(...)` is running, *all* other coroutines on this loop are paused — silent throughput collapse under concurrency. Use the async equivalent (`httpx.AsyncClient`, `asyncio.sleep`, `aiofiles`) or wrap with `await asyncio.to_thre…
scrapers/paperworld_me_scraper.py:121 Sync io in asyncPerformance
medium System graph quality Agent instructions conf 1.00 Agent instructions exist but release-hardening basics are missing
AI-coder instruction files were found, but the repo is missing license, tests, operator-readme. Treat this as a contract gap: the agent is guided, but the generated output is not yet guarded by the controls that make it repeatable.
Repo hardeningGenerated repo pattern
medium System graph quality Tests conf 1.00 CI is configured but no tests are detected
A CI pipeline exists, but the scan found no test files to gate. Opus labeled this generated-code pattern as config theater: release machinery exists, but it has little behavioral signal.
CI/CDConfig theaterRepo hardening
medium System graph quality Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: license, tests, operator-readme. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation.
Repo hardeningGenerated repo pattern
medium System graph quality Placeholder conf 1.00 Critical user flow still appears backed by mock or placeholder data
A payment/auth/admin/order/billing-style flow contains mock, fake, TODO, dummy, or placeholder markers in runtime source. In the Fable corpus this is a high-leverage completeness smell: the app can look finished while the money, identity, or tenant flow is still scaffolded.
Mock dataCritical flowGenerated repo pattern
medium System graph security Coverage conf 1.00 No auth library detected
The scanner did not find any standard auth library (JWT, OAuth, NextAuth, Auth0, etc.). The repo has auth/admin/session surface indicators, so auth may live in custom code, in a separate service, or be missing.
auth
medium System graph quality Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 18 placeholder/mock markers across 6 source files. This often means the repo looks complete while core flows still use generated scaffolding or fake data.
Mock dataIncompleteGenerated repo pattern
medium System graph quality Tests conf 1.00 Very low test-to-source ratio
0 test file(s) for 31 source file(s) (ratio 0.00). Consider adding integration or unit tests for critical paths.
Coverage
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 78 console/debugger/print-style debug statements in non-test source. This is a common fast-generation residue before production cleanup.
CleanupRepo hardeningGenerated repo pattern
low System graph quality Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: utils/sheets.py:fetch, utils/sheets.py:fetch This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate.
2 occurrences
repo-level (2 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 4 places
Functions with the same first-5-line body hash: scrapers/beautyworld_dubai_scraper.py:parse_detail, scrapers/paperworld_me_scraper.py:parse_detail, scrapers/gifts_lifestyle_me_scraper.py:parse_detail, scrapers/automechanika_dubai_scraper.py:parse_detail This is *the* AI-coder failure mode (4× more…
2 occurrences
repo-level (2 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 5 places
Functions with the same first-5-line body hash: scrapers/beautyworld_dubai_scraper.py:export, scrapers/automechanika_frankfurt_scraper.py:export, scrapers/paperworld_me_scraper.py:export, scrapers/gifts_lifestyle_me_scraper.py:export This is *the* AI-coder failure mode (4× more duplication in vibe…
2 occurrences
repo-level (2 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 8 places
Functions with the same first-5-line body hash: scrapers/light_middle_east_scraper.py:sel, scrapers/automechanika_frankfurt_scraper.py:sel, scrapers/paperworld_me_scraper.py:sel, scrapers/gifts_lifestyle_me_scraper.py:sel This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos…
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 9 places
Functions with the same first-5-line body hash: scrapers/beautyworld_dubai_scraper.py:collect_exhibitor_urls, scrapers/light_middle_east_scraper.py:collect_exhibitor_urls, scrapers/automechanika_frankfurt_scraper.py:collect_exhibitor_urls, scrapers/paperworld_me_scraper.py:collect_exhibitor_urls T…
duplicatesduplication
low System graph quality License conf 1.00 No license file detected
No LICENSE/COPYING/NOTICE file was found. Generated repositories often omit licensing, which blocks reuse and automated intake.
Repo hardeningGenerated repo pattern
low System graph quality Docs conf 1.00 No README detected
No README file was found. Generated repos without README context are hard to operate, validate, or safely hand off.
ReadmeRepo hardeningGenerated repo pattern
low System graph software Dead code conf 1.00 Possibly dead Python function: highlight_reverify
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pages/5_Calendar.py:112
low System graph quality Provenance conf 1.00 Shallow git history limits provenance confidence
The repository is a shallow clone. Origin/evolution analysis cannot distinguish fresh generation, imported legacy code, or long-lived human code with high confidence.
Git historyGenerated repo pattern
For AI agents: Voting guide (TP/FP) MCP manifest Stdio wrapper SARIF Integrate Findings queue Vote TP/FP on findings to calibrate the engine.
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