Public scan — anyone with this URL can view this analysis. Sign up to track your own repos privately, run scheduled re-scans, and get AI fix prompts via your dashboard.
Sign up free Scan another repo

sssamuelll/copyclip

https://github.com/sssamuelll/copyclip · scanned 2026-06-16 00:20 UTC (2 months, 2 weeks ago)

98 raw signals (0 security + 98 graph)

File as issue Image
UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 72 actionable findings from 1 signal source. 26 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
83.6
/100
Security checks
84
0 findings
System graph
84
77.8% cov · 72 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 0 Medium 15 Low 37 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 72 Crowd 0 Layer: Software 17 Frontend 3 Security 2 Cicd 4 Quality 46
Corpus Intelligence Cross-corpus context (cohort percentile, top patterns, fix plan) is shown only on repositories you own. Sign up and connect your repo to view it.
Scan summary Repository scanned at 83.6/100 with 77.8% coverage. It contains 2365 nodes across 5 cross-layer flows, written primarily in mixed languages. Engine surfaced 98 findings — concentrated in quality (62), software (21), cicd (10). Risk profile is low: 0 critical, 0 high, 16 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 52 of 72 actionable findings. 98 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 Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — docs/superpowers/specs/2026-05-28-cuaderno-prototype/design-canvas.jsx:135
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 — frontend/src/api/client.ts:106
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 — frontend/src/api/cuaderno.ts:4
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 — frontend/src/components/cuaderno/SidePanel.tsx:20
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 — frontend/src/pages/Atlas3DPage.tsx:1135
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 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 cicd CI/CD security conf 1.00 2 occurrences GitHub Action is tag-pinned rather than SHA-pinned
anthropics/claude-code-action@v1 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
2 files, 2 locations
.github/workflows/claude-code-review.yml:36
.github/workflows/claude.yml:35
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/claude-code-review.yml 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/claude.yml CI/CD securitySupply chainGithub actions
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in src/copyclip/intelligence/ui/index.html:52
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
src/copyclip/intelligence/ui/index.html:52 Direct innerhtml assignment
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — src/copyclip/intelligence/analyzer.py:284
`subprocess.check_output(...)` 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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — src/copyclip/intelligence/cli.py:429
`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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — src/copyclip/intelligence/cuaderno/anchor.py:847
`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
medium System graph quality Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 17 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
low System graph quality Maintenance conf 1.00 59 TODO/FIXME markers
High count of TODO/FIXME/HACK markers — track them as issues so they're not forgotten.
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 174 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 6 occurrences GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
3 files, 6 locations
.github/workflows/tests.yml:19, 22, 47, 50 (4 hits)
.github/workflows/claude-code-review.yml:30
.github/workflows/claude.yml:29
CI/CD securitySupply chainGithub actions
low System graph frontend Frontend quality conf 1.00 Icon-only button without accessible name — docs/superpowers/specs/2026-05-28-cuaderno-prototype/cuaderno.jsx:176
A `<button>` whose only child is a single glyph or symbol needs `title=` or `aria-label=` so screen readers (and tooltips on hover) work. Why: P3 in CHECKLIST.md — icon-only buttons skipped a title. Rule id: fq.button.no-label
Fq button no label
low System graph frontend Frontend quality conf 1.00 Icon-only button without accessible name — frontend/src/components/cuaderno/Composer.tsx:34
A `<button>` whose only child is a single glyph or symbol needs `title=` or `aria-label=` so screen readers (and tooltips on hover) work. Why: P3 in CHECKLIST.md — icon-only buttons skipped a title. Rule id: fq.button.no-label
Fq button no label
low System graph quality Integrity conf 1.00 11 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: src/copyclip/minimizer.py:visit_AsyncFunctionDef, src/copyclip/minimizer.py:visit_AsyncFunctionDef 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 …
11 occurrences
repo-level (11 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 5 occurrences Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: src/copyclip/minimizer.py:visit_FunctionDef, src/copyclip/minimizer.py:visit_FunctionDef, src/copyclip/minimizer.py:visit_FunctionDef This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). C…
5 occurrences
repo-level (5 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 4 places
Functions with the same first-5-line body hash: src/copyclip/intelligence/server.py:do_GET, src/copyclip/intelligence/server.py:do_PATCH, src/copyclip/intelligence/server.py:do_DELETE, src/copyclip/intelligence/server.py:do_POST This is *the* AI-coder failure mode (4× more duplication in vibe-code…
duplicatesduplication
low System graph quality Integrity conf 1.00 3 occurrences Near-duplicate function bodies in 5 places
Functions with the same first-5-line body hash: src/copyclip/llm_client.py:describe_functions, src/copyclip/llm_client.py:describe_functions, src/copyclip/llm_client.py:describe_functions, src/copyclip/llm_client.py:describe_functions This is *the* AI-coder failure mode (4× more duplication in vib…
3 occurrences
repo-level (3 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 Integrity conf 1.00 Old/deprecated-named symbol `isLegacy` in frontend/src/components/cuaderno/frames/FrameDynamic.tsx:38
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 `mock_copy` in tests/test_flow_diagram.py:123
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 `mock_copy` in tests/test_flow_diagram_extended.py:125
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 `provenance_legacy` in frontend/src/components/cuaderno/strings.ts:32
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 `test_frame_from_dict_defaults_absent_status_to_legacy` in tests/test_cuaderno_schema.py:90
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: analyze_context_windows
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/copyclip/tokens.py:43
low System graph software Dead code conf 1.00 Possibly dead Python function: batch_minimize_contextually
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/copyclip/minimizer.py:785
low System graph software Dead code conf 1.00 Possibly dead Python function: chat
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/copyclip/llm_client.py:865
low System graph software Dead code conf 1.00 Possibly dead Python function: do_DELETE
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/copyclip/intelligence/server.py:1585
low System graph software Dead code conf 1.00 Possibly dead Python function: do_GET
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/copyclip/intelligence/server.py:310
low System graph software Dead code conf 1.00 Possibly dead Python function: do_PATCH
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/copyclip/intelligence/server.py:1461
low System graph software Dead code conf 1.00 Possibly dead Python function: do_POST
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/copyclip/intelligence/server.py:1614
low System graph software Dead code conf 1.00 Possibly dead Python function: maybe_handle
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/copyclip/intelligence/cli.py:216
low System graph software Dead code conf 1.00 Possibly dead Python function: runner
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/copyclip/minimizer.py:199
low System graph software Dead code conf 1.00 3 occurrences Possibly dead Python function: visit_AsyncFunctionDef
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
3 files, 3 locations
src/copyclip/ast_extractor.py:430
src/copyclip/flow_diagram.py:78
src/copyclip/minimizer.py:1045
low System graph software Dead code conf 1.00 Possibly dead Python function: visit_Attribute
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/copyclip/ast_extractor.py:178
low System graph software Dead code conf 1.00 Possibly dead Python function: visit_Call
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/copyclip/ast_extractor.py:168
low System graph software Dead code conf 1.00 3 occurrences Possibly dead Python function: visit_ClassDef
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
3 files, 3 locations
src/copyclip/ast_extractor.py:433
src/copyclip/flow_diagram.py:81
src/copyclip/minimizer.py:1047
low System graph software Dead code conf 1.00 Possibly dead Python function: visit_Import
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/copyclip/ast_extractor.py:183
low System graph software Dead code conf 1.00 Possibly dead Python function: visit_ImportFrom
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/copyclip/ast_extractor.py:187
low System graph software Dead code conf 1.00 Possibly dead Python function: visit_Name
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/copyclip/ast_extractor.py:175
low System graph software Dead code conf 1.00 Possibly dead Python function: visit_Raise
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/copyclip/ast_extractor.py:193
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 — frontend/src/api/client.ts:9
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 Integrity conf 1.00 Stub function `close` (body is just `pass`/`return`) — src/copyclip/intelligence/cuaderno/trace.py:40
Likely an AI scaffold that was never filled in. Remove or implement.
Empty handlerDead code
low System graph quality Complexity conf 1.00 Very large file: src/copyclip/intelligence/server.py (2271 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/copyclip/minimizer.py (1485 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
For AI agents: Voting guide (TP/FP) MCP manifest Stdio wrapper SARIF Integrate Findings queue Vote TP/FP on findings to calibrate the engine.
For AI agents + API integrations
Email me when this repo regresses
Free. We re-scan periodically; new criticals → your inbox. No signup required for the scan itself.
API access

This page is publicly accessible at: https://repobility.com/scan/511d4701-f462-4578-8ccb-09b943c6a75c/

To check status programmatically (no auth required): 

curl -s https://repobility.com/api/v1/public/scan/511d4701-f462-4578-8ccb-09b943c6a75c/

Important — please don't re-submit the same URL repeatedly. The submission endpoint is idempotent: re-submitting the same git URL returns this same scan_token, not a new one. To re-scan this repo, sign up free and use the dashboard.