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Semenka/DD

https://github.com/Semenka/DD · scanned 2026-06-16 00:06 UTC (2 months, 2 weeks ago)

34 raw signals (0 security + 34 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 31 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
99.0
/100
Security checks
99
0 findings
System graph
99
77.8% cov · 31 findings
Critical
0
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Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 0 Medium 4 Low 20 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 31 Crowd 0 Layer: Software 10 Frontend 1 Security 1 Cicd 1 Quality 18
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Scan summary Repository scanned at 99.0/100 with 77.8% coverage. It contains 771 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 34 findings — concentrated in quality (21), software (10), frontend (1). Risk profile is low: 0 critical, 0 high, 4 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 24 of 31 actionable findings. 34 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.

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 cicd CI/CD security conf 1.00 No CI/CD pipelines detected
No GitHub Actions, GitLab CI, or CircleCI configs found. Without CI you can't gate deploys on tests/lints.
CI/CD securityCoverage
medium System graph quality Placeholder conf 1.00 Runtime service client appears to use placeholder configuration
A runtime source file appears to wire Supabase/Firebase/AI/payment-style clients to placeholder URLs, keys, or fallback values. In the Fable corpus this often means the UI/API shape is present while the backend service is not actually configured.
Runtime configService clientGenerated repo pattern
low System graph quality Integrity conf 1.00 9 env vars used in code but missing from .env.example
Drift between code and config docs. The first few: `DD_BUILD_CONCURRENCY`, `DD_CODEX_SEARCH_TIMEOUT`, `DD_CODEX_TIMEOUT`, `DD_DECK_MAX_SLIDES`, `DD_OPENCLAW_MEDIA_DIR`, `DD_PIPELINE_DEADLINE_S`, `DD_SEARCH_PREFERRED`, `GITHUB_TOKEN` + 1 more. Add them (with a placeholder/comment) to .env.example so…
config drift
low System graph quality Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: license, ci. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation.
Repo hardeningGenerated repo pattern
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 30 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 4 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: scripts/build_unicorn_corpus.py:main_async, scripts/build_unicorn_corpus.py:main 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.
4 occurrences
repo-level (4 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: src/dd_agent/modules/founders.py:one, src/dd_agent/modules/founders.py:one, src/dd_agent/modules/founders.py:one This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or documen…
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 Integrity conf 1.00 Old/deprecated-named symbol `_discover_legacy` in src/dd_agent/data_sources/funding_rounds.py:78
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `rest_v1` in scripts/build_unicorn_corpus.py:369
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `rest_v1` in src/dd_agent/data_sources/founder_photo.py:459
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph software Dead code conf 1.00 Possibly dead Python function: add_many
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/dd_agent/citations.py:39
low System graph software Dead code conf 1.00 Possibly dead Python function: company_facts
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/dd_agent/data_sources/edgar.py:77
low System graph software Dead code conf 1.00 Possibly dead Python function: fetch_founder
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/dd_agent/data_sources/github.py:39
low System graph software Dead code conf 1.00 Possibly dead Python function: fetch_full_text
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/dd_agent/data_sources/social.py:160
low System graph software Dead code conf 1.00 Possibly dead Python function: headline
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/dd_agent/context.py:125
low System graph software Dead code conf 1.00 Possibly dead Python function: page_count
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/dd_agent/ingestion/pdf.py:42
low System graph software Dead code conf 1.00 Possibly dead Python function: parse_file
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/dd_agent/ingestion/clipper.py:70
low System graph software Dead code conf 1.00 Possibly dead Python function: recent_filings
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/dd_agent/data_sources/edgar.py:48
low System graph software Dead code conf 1.00 Possibly dead Python function: repl
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/dd_agent/modules/_llm.py:263
low System graph software Dead code conf 1.00 Possibly dead Python function: transcribe_youtube
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/dd_agent/data_sources/social.py:111
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
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