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TheDataShrink/TheDataShrink.github.io

https://github.com/TheDataShrink/TheDataShrink.github.io · scanned 2026-06-16 00:33 UTC (2 months, 2 weeks ago)

45 raw signals (0 security + 45 graph)

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Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 43 actionable findings from 1 signal source. 2 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
77.8
/100
Security checks
78
0 findings
System graph
78
88.9% cov · 43 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 1 Medium 12 Low 26 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 43 Crowd 0 Layer: Software 15 Frontend 5 Security 5 Cicd 2 Quality 13 Api 3
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Scan summary Repository scanned at 77.8/100 with 88.9% coverage. It contains 401 nodes across 23 cross-layer flows, written primarily in mixed languages. Engine surfaced 45 findings — concentrated in software (15), quality (15), frontend (5). Risk profile is high: 0 critical, 1 high, 13 medium. Recommended next step: open the software layer findings first — that's where the highest-impact wins live.

Showing 39 of 43 actionable findings. 45 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 api Wiring conf 1.00 Dangling fetch: POST https://api.anthropic.com/v1/messages (src/episodes/09-guardrails-gateway-observability/02-gateway.ts:92)
`src/episodes/09-guardrails-gateway-observability/02-gateway.ts:92` calls `POST https://api.anthropic.com/v1/messages` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/https:/api.anthropic.com/v1/messages` If this poi…
Dangling fetchFetch
medium System graph frontend Frontend quality conf 1.00 `dangerouslySetInnerHTML` used in a React component — src/components/Markdown.tsx:64
Open XSS surface unless the input is provably trusted. Replace with explicit JSX or sanitize via a vetted library. Why: OWASP basics. Already partially flagged by the security analyzer. Rule id: fq.dangerous-html
Fq dangerous html
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — src/episodes/09-guardrails-gateway-observability/02-gateway.ts:92
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 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 Integrity conf 1.00 2 occurrences Frontend route `/services` has no Link/navigate to it — src/App.tsx
The route is registered but no `<Link to=…>` or `navigate(…)` in the codebase navigates here. Either it's reachable only via direct URL (intentional), it's dead, or the link broke during a refactor.
2 occurrences
repo-level (2 hits)
Orphan pageWiring
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/deploy.yml CI/CD securitySupply chainGithub actions
medium System graph security security conf 1.00 Insecure pattern 'dangerous_innerhtml' in src/components/Markdown.tsx:64
Found a known-risky pattern (dangerous_innerhtml). Review and replace if possible.
src/components/Markdown.tsx:64 Dangerous innerhtml
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in public/teleprompter/index.html:308
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
public/teleprompter/index.html:308 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in src/components/CodeBlock.tsx:31
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
src/components/CodeBlock.tsx:31 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in src/episodes/the-library/02-library-gallery.html:48
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
src/episodes/the-library/02-library-gallery.html:48 Direct innerhtml assignment
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 Tests conf 1.00 Very low test-to-source ratio
0 test file(s) for 63 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 61 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 cicd CI/CD security conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/deploy-pages@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/deploy.yml:48 CI/CD securitySupply chainGithub actions
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: src/episodes/04-memory/01-memory-types.py:record, src/episodes/04-memory/01-memory-types.py:record, src/episodes/04-memory/01-memory-types.py:record, src/episodes/04-memory/01-memory-types.py:record This is *the* AI-coder failure mode (4× more duplic…
2 occurrences
repo-level (2 hits)
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: bad_search_flights
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/episodes/02-give-it-hands/03-bad-tools.py:107
low System graph software Dead code conf 1.00 Possibly dead Python function: check_banned
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/episodes/09-guardrails-gateway-observability/01-guardrails.py:90
low System graph software Dead code conf 1.00 Possibly dead Python function: check_injection
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/episodes/09-guardrails-gateway-observability/01-guardrails.py:54
low System graph software Dead code conf 1.00 Possibly dead Python function: check_json_if_promised
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/episodes/09-guardrails-gateway-observability/01-guardrails.py:96
low System graph software Dead code conf 1.00 Possibly dead Python function: check_length
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/episodes/09-guardrails-gateway-observability/01-guardrails.py:49
low System graph software Dead code conf 1.00 Possibly dead Python function: check_refusal
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/episodes/09-guardrails-gateway-observability/01-guardrails.py:85
low System graph software Dead code conf 1.00 Possibly dead Python function: fake_agent
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/episodes/08-cheap-and-fast/02-semantic-cache.py:103
low System graph software Dead code conf 1.00 Possibly dead Python function: fixed_search_flights
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/episodes/02-give-it-hands/03-bad-tools.py:114
low System graph software Dead code conf 1.00 Possibly dead Python function: format_example
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/episodes/11-when-finetuning-earns-its-keep/03-lora.py:71
low System graph software Dead code conf 1.00 Possibly dead Python function: redact_pii
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/episodes/09-guardrails-gateway-observability/01-guardrails.py:60
low System graph software Dead code conf 1.00 Possibly dead Python function: run_with_budget
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/episodes/05-the-planning-loop/03-budget.py:62
low System graph software Dead code conf 1.00 Possibly dead Python function: scorer_acknowledges_constraint
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/episodes/06-evaluation/01-eval-harness.py:45
low System graph software Dead code conf 1.00 Possibly dead Python function: scorer_budget_respected
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/episodes/06-evaluation/01-eval-harness.py:53
low System graph software Dead code conf 1.00 Possibly dead Python function: scorer_has_total_cost
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/episodes/06-evaluation/01-eval-harness.py:40
low System graph software Dead code conf 1.00 Possibly dead Python function: update_summary
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/episodes/04-memory/02-hybrid-memory.py:61
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 — src/diagnostic/DiagnosticFlow.tsx:42
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 — src/episodes/09-guardrails-gateway-observability/02-gateway.ts:160
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 — src/lib/email.ts:25
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 api Wiring conf 1.00 Unused endpoint: GET /v1/usage/:user_id
`src/episodes/09-guardrails-gateway-observability/02-gateway.ts` declares `GET /v1/usage/:user_id` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or document…
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /v1/messages
`src/episodes/09-guardrails-gateway-observability/02-gateway.ts` declares `POST /v1/messages` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting w…
Unused endpoint
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