Loading the registry…
A FastAPI-based MCQ power bank system
Cursor Rules are .cursorrules / .cursor/rules files that steer Cursor's AI; scanned with the same pipeline.
We found this by crawling public sources and nobody has attested to it. That is how most of the registry gets here, and it is not a mark against the artifact — it only means no authenticated act of publication is on record. An artifact can be the vendor's own and still appear here.
5 critical findings reported by cisco-skill-scanner, 1 of them in the installed artifact. The composite score alone does not reflect this — read the per-scanner reports below.
Cursor Rules are .cursorrules / .cursor/rules files that steer Cursor's AI. Review the scanned source before copying them into your own project.
nerlo install -- ppsc-paper-bank
4 of 11 scanners examined this package. The rest do not apply to it — language, ecosystem and packaging decide which analyzers can say anything, and a scanner that cannot examine an artifact reports nothing rather than passing it.
v2.0.11
79 findings · 15.1s
v0.3.74
23 findings · 19.6s
v0.1.0
0 findings · 11.5s
v0.1.0
0 findings · 11.5s
v1.4.0
None of the entry points this scanner reads were found in this artifact. What each scanner covers
0 findings · 0.3s
vv0.3.2
No Go packages were found in this artifact. What each scanner covers
0 findings · 0.2s
v0.1.0
This scanner found nothing in this artifact that it assesses. What each scanner covers
0 findings · 2.1s
No report in this scan: govulncheck, osv-scanner, trivy, trivy_image.
1 scan on record. Every scan's full results are retained immutably for 24 months.
| Completed | Composite | Change | Scanners | Status |
|---|---|---|---|---|
| Aug 21, 2026 | Scan Halted | — | agentshield ·n/a: not applicablecisco-skill-scanner: completeagent-audit-kit: completenerlo-behavioral: completenerlo-install-instruction: completecapslock ·n/a: not applicablenerlo-multi-source ·n/a: not applicable | rejected |
Findings in files this artifact installs stand as reported; a model re-read the rest and said which ones it believes are false positives. This is a second opinion published beside the evidence, not a correction to it: the per-scanner reports above are unchanged, every dismissed finding is still listed there at its original severity, and the score and the Flagged badge are computed from those raw severities alone. Nothing below moved them.
Out of 102 findings across every scanner that examined this package. 4 of 5 findings rated critical by their scanner were among the dismissals.
Two keys had to turn. The model had to name a reason from a fixed list of six, and a deterministic check of ours — over which files this artifact actually installs — had to independently agree. Anything it could not corroborate is in “not reviewed” above, at full severity.
26 Test or fixture file — The match is in a test or fixture. Our own check confirmed the file is not part of what gets installed.
Rules: YARA_script_injection_generic, AAK-SECRET-004, AAK-SPLUNK-TOKLOG-001 and 1 more · Files: /repo/tests/test_page.html, scripts/test_bedrock_anthropic.py, scripts/test_bedrock.py and 3 more · reported by cisco-skill-scanner, agent-audit-kit
10 Documentation or example — The match is in documentation or sample code, confirmed by our own check to be outside the installed artifact.
Rules: TOOL_ABUSE_UNDECLARED_NETWORK, SOCIAL_ENG_VAGUE_DESCRIPTION, MANIFEST_MISSING_LICENSE and 1 more · Files: /repo/tests/repo/tests/README.md, /repo/tests/SKILL.md, /repo/.github/SKILL.md and 2 more · reported by cisco-skill-scanner
2 CI or editor configuration — The match is in build, CI or editor configuration, confirmed by our own check to be outside the installed artifact.
Rules: AAK-GHA-IMMUTABLE-001 · Files: .github/workflows/master_ppsc.yml · reported by agent-audit-kit
These findings are in files this artifact installs and are not placeholder values. No false-positive basis can be corroborated for such a finding, so this review never dismisses one; they were not sent to the model and stand at their scanner's severity.
18 YARA_code_execution_generic
Files: /repo/app/routes/paper_series.py, /repo/app/routes/paper.py, /repo/app/routes/mock_sessions.py and 4 more · reported by cisco-skill-scanner
9 DATA_EXFIL_NETWORK_REQUESTS
Files: /repo/app/routes/scrape.py, /repo/app/services/website_discovery_system.py, /repo/app/utils/extractors/pacegkacademy_extractor.py and 2 more · reported by cisco-skill-scanner
6 FILE_MAGIC_MISMATCH
Files: /repo/app/utils/paper_noanswers.html, /repo/app/utils/paper_detail.html, /repo/app/utils/paper.html and 3 more · reported by cisco-skill-scanner
3 AAK-MCP-LITELLM-CVE-2026-59822-001
Files: pyproject.toml, uv.lock, requirements.txt · reported by agent-audit-kit
3 AAK-MCP-SDK-CVE-2026-52869-001
Files: pyproject.toml, uv.lock, requirements.txt · reported by agent-audit-kit
Critical injection risk and high-severity vulnerabilities detected
The artifact contains a critical coercive injection vulnerability in `ppsc_agents/agent_system.py`, which could lead to unauthorized code execution or data manipulation. High-severity Server-Side Request Forgery (SSRF) vulnerabilities are present in `app/services/scrapper/paper_mcqs_collector.py` and `app/services/scrapper/paper_mcqs_collector_v1.py`, enabling network egress and potential access to internal resources. Additionally, sensitive credentials are exposed in `cert/MysqlflexGlobalRootCA.crt.pem` and `ppsc_agents/api_key_rotator.py`, and resource abuse vulnerabilities exist in `app/routes/mock_interview.py`, `app/routes/scrape.py`, and `app/services/website_discovery_system.py`.
Concern level assessed by the review: Critical. This is the review's scale, not the registry badge.
Reviewed by gemini-2.5-flash. The model sees the findings, not your code, and cannot change a score.
Files: /repo/SKILL.md, /repo/openspec/SKILL.md, /repo/openspec/skills/SKILL.md · reported by cisco-skill-scanner
3 RESOURCE_ABUSE_INFINITE_LOOP
Files: /repo/app/routes/mock_interview.py, /repo/app/routes/scrape.py, /repo/app/services/website_discovery_system.py · reported by cisco-skill-scanner
3 SOCIAL_ENG_VAGUE_DESCRIPTION
Files: /repo/SKILL.md, /repo/openspec/SKILL.md, /repo/openspec/skills/SKILL.md · reported by cisco-skill-scanner
2 AAK-LANGCHAIN-SSRF-REDIR-001
Files: app/services/scrapper/paper_mcqs_collector_v1.py, app/services/scrapper/paper_mcqs_collector.py · reported by agent-audit-kit
2 AAK-OAUTH-008
Files: app/security.py, openspec/openapi.json · reported by agent-audit-kit
2 AAK-OAUTH-3P-001
Files: pyproject.toml, requirements.txt · reported by agent-audit-kit
2 AAK-SSRF-TOCTOU-001
Files: app/services/scrapper/paper_mcqs_collector_v1.py, app/services/scrapper/paper_mcqs_collector.py · reported by agent-audit-kit
1 AAK-ANTHROPIC-SDK-001
Files: mcp_server.py · reported by agent-audit-kit
1 AAK-IPI-WILD-CORPUS-001
Files: app/database.py · reported by agent-audit-kit
1 AAK-LITELLM-CVE-2026-30623-PIN-001
Files: requirements.txt · reported by agent-audit-kit
1 AAK-SECRET-004
Files: ppsc_agents/api_key_rotator.py · reported by agent-audit-kit
1 AAK-SECRET-005
Files: cert/MysqlflexGlobalRootCA.crt.pem · reported by agent-audit-kit
1 EXCESSIVE_FILE_COUNT
Files: /repo/. · reported by cisco-skill-scanner
1 TOOL_ABUSE_UNDECLARED_NETWORK
Files: /repo/repo/README.md · reported by cisco-skill-scanner
1 YARA_coercive_injection_generic
Files: /repo/ppsc_agents/agent_system.py · reported by cisco-skill-scanner