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

thensls/nsls-builder-toolkit

https://github.com/thensls/nsls-builder-toolkit · scanned 2026-06-16 00:34 UTC (2 months, 2 weeks ago)

45 raw signals (0 security + 45 graph)

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

Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 45 actionable findings from 1 signal source. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
68.6
/100
Security checks
69
0 findings
System graph
69
77.8% cov · 45 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 5 Medium 15 Low 13 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 45 Crowd 0 Layer: Software 6 Frontend 3 Security 10 Quality 26
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 68.6/100 with 77.8% coverage. It contains 1106 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 45 findings — concentrated in quality (26), security (10), software (6). Risk profile is high: 0 critical, 5 high, 15 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 33 of 45 actionable findings. 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: skills/google-drive/SKILL.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.
skills/google-drive/SKILL.md:12 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: skills/nsls-slides/SKILL.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.
skills/nsls-slides/SKILL.md:12 SecretsSkill file
high System graph security security conf 1.00 Insecure pattern 'exec_used' in hooks/hooks.json:8
Found a known-risky pattern (exec_used). Review and replace if possible.
hooks/hooks.json:8 Exec used
high System graph security security conf 1.00 Insecure pattern 'exec_used' in install.sh:53
Found a known-risky pattern (exec_used). Review and replace if possible.
install.sh:53 Exec used
high System graph security security conf 1.00 Insecure pattern 'new_function_used' in mcp-servers/signal/signal-mcp.js:2942
Found a known-risky pattern (new_function_used). Review and replace if possible.
mcp-servers/signal/signal-mcp.js:2942 New function used
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — skills/track-prototype/scripts/calibrate.mjs:55
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 authority lacks a verifier contract: .mcp.json
This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes.
.mcp.json VerificationMcp config
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/brainstorm/SKILL.md
This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes.
skills/brainstorm/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/product-design/SKILL.md
This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes.
skills/product-design/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/web-research/SKILL.md
This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes.
skills/web-research/SKILL.md VerificationSkill file
medium System graph security Agent instructions conf 1.00 Agent instruction contains unpinned remote install: skills/connect/SKILL.md
Remote install commands in agent instructions are a supply-chain risk, especially when an agent can execute shell commands.
skills/connect/SKILL.md:350 Supply chainSkill file
medium System graph security Agent instructions conf 1.00 Agent instruction contains unpinned remote install: skills/gws/SKILL.md
Remote install commands in agent instructions are a supply-chain risk, especially when an agent can execute shell commands.
skills/gws/SKILL.md:40 Supply chainSkill file
medium System graph security Agent instructions conf 1.00 Agent instruction contains unpinned remote install: skills/netlify-deploy/SKILL.md
Remote install commands in agent instructions are a supply-chain risk, especially when an agent can execute shell commands.
skills/netlify-deploy/SKILL.md:25 Supply chainSkill file
medium System graph security Agent instructions conf 1.00 Agent instruction contains unpinned remote install: skills/setup/SKILL.md
Remote install commands in agent instructions are a supply-chain risk, especially when an agent can execute shell commands.
skills/setup/SKILL.md:274 Supply chainSkill file
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, tests. 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 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 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 security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in skills/track-prototype/prototype/player.js:46
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
skills/track-prototype/prototype/player.js:46 Direct innerhtml assignment
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — _shared/scripts/sync_org_context.py:92
`urllib.request.urlopen(...)` 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 — skills/nsls-slides/scripts/pptx_creator.py:596
`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
low System graph quality Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: license, tests. 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 49 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 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 `d3_copy` in skills/track-prototype/scripts/lib/airtable-record.mjs:11
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: build_content_slide
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/nsls-slides/scripts/pptx_creator.py:401
low System graph software Dead code conf 1.00 Possibly dead Python function: build_quote_slide
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/nsls-slides/scripts/pptx_creator.py:509
low System graph software Dead code conf 1.00 Possibly dead Python function: build_section_slide
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/nsls-slides/scripts/pptx_creator.py:378
low System graph software Dead code conf 1.00 Possibly dead Python function: build_title_slide
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/nsls-slides/scripts/pptx_creator.py:340
low System graph software Dead code conf 1.00 Possibly dead Python function: build_two_column_slide
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/nsls-slides/scripts/pptx_creator.py:456
low System graph software Dead code conf 1.00 Possibly dead Python function: set_cell_borders
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/gdoc-build/templates/build_doc.py:68
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 — mcp-servers/signal/signal-mcp.js:14145
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: mcp-servers/signal/signal-mcp.js (15616 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/186ebabb-9c64-4c4d-b6d0-681f685eca7c/

To check status programmatically (no auth required): 

curl -s https://repobility.com/api/v1/public/scan/186ebabb-9c64-4c4d-b6d0-681f685eca7c/

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.