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stephenVertex/aicoe-link-shortener

https://github.com/stephenVertex/aicoe-link-shortener · scanned 2026-06-16 00:22 UTC (2 months, 2 weeks ago)

76 raw signals (0 security + 76 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 64 actionable findings from 1 signal source. 12 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
56.0
/100
Security checks
56
0 findings
System graph
56
88.9% cov · 64 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 1 Medium 45 Low 14 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 64 Crowd 0 Layer: Software 1 Frontend 5 Hardware 3 Security 34 Cicd 3 Quality 18
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Scan summary Repository scanned at 56.0/100 with 88.9% coverage. It contains 668 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 76 findings — concentrated in security (34), quality (18), cicd (15). Risk profile is high: 0 critical, 1 high, 50 medium. Recommended next step: open the security layer findings first — that's where the highest-impact wins live.

Showing 60 of 64 actionable findings. 76 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 security Agent instructions conf 1.00 Agent instruction/config may expose a secret: AGENTS.md
Agent-facing files are routinely pasted into LLM/tool contexts. Move literal tokens, keys, and passwords into a secret manager or document them as placeholders only.
AGENTS.md:133 SecretsAgents md
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — admin-site/supabase.min.js:7
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — supabase/functions/chunk-videos/index.ts:28
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — supabase/functions/content-sync/index.ts:155
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — supabase/functions/embed-articles/index.ts:19
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — supabase/functions/search-articles/index.ts:76
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — supabase/functions/sync-substack/index.ts:24
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — supabase/functions/sync-youtube/index.ts:54
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — worker/src/worker.js:368
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
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. 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 hardware Security conf 1.00 Dockerfile runs as root: mcp-server/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph cicd CI/CD security conf 1.00 6 occurrences GitHub Action is tag-pinned rather than SHA-pinned
supabase/setup-cli@v1 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
4 files, 6 locations
.github/workflows/deploy-edge-functions.yml:30, 108 (2 hits)
.github/workflows/release.yml:23, 37 (2 hits)
.github/workflows/perf.yml:28
.github/workflows/smoke-test.yml:21
CI/CD securitySupply chainGithub actions
medium System graph cicd CI/CD security conf 1.00 GitHub Actions workflow grants broad write permissions
CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions.
.github/workflows/release.yml CI/CD securitySupply chainGithub actions
medium System graph security security conf 1.00 Insecure pattern 'cors_wildcard' in supabase/functions/admin-rpc/index.ts:19
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
supabase/functions/admin-rpc/index.ts:19 Cors wildcard
medium System graph security security conf 1.00 Insecure pattern 'cors_wildcard' in supabase/functions/aifs/index.ts:39
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
supabase/functions/aifs/index.ts:39 Cors wildcard
medium System graph security security conf 1.00 Insecure pattern 'cors_wildcard' in supabase/functions/analytics/index.ts:12
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
supabase/functions/analytics/index.ts:12 Cors wildcard
medium System graph security security conf 1.00 Insecure pattern 'cors_wildcard' in supabase/functions/article-stats/index.ts:12
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
supabase/functions/article-stats/index.ts:12 Cors wildcard
medium System graph security security conf 1.00 Insecure pattern 'cors_wildcard' in supabase/functions/batch-get-links/index.ts:252
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
supabase/functions/batch-get-links/index.ts:252 Cors wildcard
medium System graph security security conf 1.00 Insecure pattern 'cors_wildcard' in supabase/functions/bug-report/index.ts:25
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
supabase/functions/bug-report/index.ts:25 Cors wildcard
medium System graph security security conf 1.00 Insecure pattern 'cors_wildcard' in supabase/functions/chunk-videos/index.ts:153
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
supabase/functions/chunk-videos/index.ts:153 Cors wildcard
medium System graph security security conf 1.00 Insecure pattern 'cors_wildcard' in supabase/functions/content-sync/index.ts:10
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
supabase/functions/content-sync/index.ts:10 Cors wildcard
medium System graph security security conf 1.00 Insecure pattern 'cors_wildcard' in supabase/functions/db-stats/index.ts:11
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
supabase/functions/db-stats/index.ts:11 Cors wildcard
medium System graph security security conf 1.00 Insecure pattern 'cors_wildcard' in supabase/functions/embed-articles/index.ts:85
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
supabase/functions/embed-articles/index.ts:85 Cors wildcard
medium System graph security security conf 1.00 Insecure pattern 'cors_wildcard' in supabase/functions/get-link/index.ts:221
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
supabase/functions/get-link/index.ts:221 Cors wildcard
medium System graph security security conf 1.00 Insecure pattern 'cors_wildcard' in supabase/functions/last-articles/index.ts:11
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
supabase/functions/last-articles/index.ts:11 Cors wildcard
medium System graph security security conf 1.00 Insecure pattern 'cors_wildcard' in supabase/functions/list-authors/index.ts:11
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
supabase/functions/list-authors/index.ts:11 Cors wildcard
medium System graph security security conf 1.00 Insecure pattern 'cors_wildcard' in supabase/functions/list-custom-links/index.ts:31
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
supabase/functions/list-custom-links/index.ts:31 Cors wildcard
medium System graph security security conf 1.00 Insecure pattern 'cors_wildcard' in supabase/functions/manage-content/index.ts:10
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
supabase/functions/manage-content/index.ts:10 Cors wildcard
medium System graph security security conf 1.00 Insecure pattern 'cors_wildcard' in supabase/functions/manage-contexts/index.ts:11
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
supabase/functions/manage-contexts/index.ts:11 Cors wildcard
medium System graph security security conf 1.00 Insecure pattern 'cors_wildcard' in supabase/functions/manage-links/index.ts:11
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
supabase/functions/manage-links/index.ts:11 Cors wildcard
medium System graph security security conf 1.00 Insecure pattern 'cors_wildcard' in supabase/functions/manage-tags/index.ts:25
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
supabase/functions/manage-tags/index.ts:25 Cors wildcard
medium System graph security security conf 1.00 Insecure pattern 'cors_wildcard' in supabase/functions/manage-tracking-variants/index.ts:28
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
supabase/functions/manage-tracking-variants/index.ts:28 Cors wildcard
medium System graph security security conf 1.00 Insecure pattern 'cors_wildcard' in supabase/functions/pre-publish/index.ts:29
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
supabase/functions/pre-publish/index.ts:29 Cors wildcard
medium System graph security security conf 1.00 Insecure pattern 'cors_wildcard' in supabase/functions/search-articles/index.ts:117
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
supabase/functions/search-articles/index.ts:117 Cors wildcard
medium System graph security security conf 1.00 Insecure pattern 'cors_wildcard' in supabase/functions/shorten-url/index.ts:167
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
supabase/functions/shorten-url/index.ts:167 Cors wildcard
medium System graph security security conf 1.00 Insecure pattern 'cors_wildcard' in supabase/functions/sync-substack/index.ts:84
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
supabase/functions/sync-substack/index.ts:84 Cors wildcard
medium System graph security security conf 1.00 Insecure pattern 'cors_wildcard' in supabase/functions/sync-youtube/index.ts:298
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
supabase/functions/sync-youtube/index.ts:298 Cors wildcard
medium System graph security security conf 1.00 Insecure pattern 'cors_wildcard' in supabase/functions/update-transcript/index.ts:29
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
supabase/functions/update-transcript/index.ts:29 Cors wildcard
medium System graph security security conf 1.00 Insecure pattern 'cors_wildcard' in supabase/functions/validate-key/index.ts:11
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
supabase/functions/validate-key/index.ts:11 Cors wildcard
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in admin-site/analytics.html:280
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
admin-site/analytics.html:280 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in admin-site/file-bug.html:296
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
admin-site/file-bug.html:296 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in admin-site/index.html:389
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
admin-site/index.html:389 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in admin-site/sync.html:264
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
admin-site/sync.html:264 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in admin-site/transcripts.html:161
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
admin-site/transcripts.html:161 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in admin-site/video-search.html:256
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
admin-site/video-search.html:256 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in worker/admin/index.html:103
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
worker/admin/index.html:103 Direct innerhtml assignment
low System graph hardware Coverage conf 1.00 Containers defined but no K8s/orchestration manifest found
Repo has Dockerfiles/compose but no Kubernetes/Nomad manifests. If the target deployment is K8s, the manifests may live in a separate ops repo.
Deployment
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 55 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 hardware Supply chain conf 1.00 Docker base image is tag-pinned but not digest-pinned: python:3.12-slim
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
mcp-server/Dockerfile:1 containersPinned dependencies
low System graph cicd CI/CD security conf 1.00 8 occurrences GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v5 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
5 files, 8 locations
.github/workflows/deploy-edge-functions.yml:25, 105 (2 hits)
.github/workflows/deploy-worker.yml:21, 24 (2 hits)
.github/workflows/perf.yml:25, 62 (2 hits)
.github/workflows/release.yml:20
.github/workflows/smoke-test.yml:18
CI/CD securitySupply chainGithub actions
low System graph quality Tests conf 1.00 Low test-to-source ratio
7 tests / 40 src (ratio 0.17).
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: cli/links.py:generate_api_key, cli/links.py:generate_api_key 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.
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 software Dead code conf 1.00 Possibly dead Python function: capturing_send
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
mcp/als_mcp/server.py:72
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
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — admin-site/supabase.min.js:7
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — supabase/functions/search-articles/index.ts:72
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — supabase/functions/sync-health-alert/index.ts:68
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — worker/src/worker.js:361
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph quality Complexity conf 1.00 Very large file: user-cli/als.py (3461 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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