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Peace44/social-media-content-creation-mvp

https://github.com/Peace44/social-media-content-creation-mvp · scanned 2026-06-16 04:35 UTC (1 month, 3 weeks ago)

8 raw signals (0 security + 8 graph)

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Complete repo analysis

Last scanned 1 month, 3 weeks ago · v1 · 7 actionable findings from 1 signal source. 1 repeated signal grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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33.3% cov · 7 findings

Severity distribution — click a segment to filter

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Severity: Critical 1 High 0 Medium 3 Low 3 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 7 Crowd 0 Layer: Security 2 Quality 5

Exclude dismissed / FP Exclude test files

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Scan summary Repository scanned at 39.0/100 with 33.3% coverage. It contains 15 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 8 findings — concentrated in quality (5), security (3). Risk profile is high: 2 critical, 0 high, 3 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 7 of 7 actionable findings. 8 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.

critical System graph security Secrets conf 1.00 2 occurrences Possible secret in .env.example

Detected pattern matching generic_api_key. Rotate the credential and move to a secret manager.

lines 13, 14

.env.example:13, 14 (2 hits)

medium System graph quality Production readiness conf 1.00 Composite production-readiness gap

Multiple low-cost hardening controls are missing together: license, ci, 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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — app.py:17

`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.

runtime safetyRobustness

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

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 `model_copy` in app.py:464

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 Docs conf 1.00 README lacks setup or run instructions

A README exists, but it does not contain common install/setup/run markers. This matches a frequent generated-code pattern: UI is present, operational handoff is thin.

ReadmeRepo hardeningGenerated repo pattern

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