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

benchflow-ai/skillsbench

https://github.com/benchflow-ai/skillsbench · scanned 2026-06-17 01:41 UTC (1 month, 2 weeks ago)

549 raw signals (0 security + 549 graph)

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

Complete repo analysis

Last scanned 1 month, 2 weeks ago · v2 · last Δ -31.7 (diff) · 429 actionable findings from 1 signal source. 120 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
45.0
/100
Security checks
45
0 findings
System graph
45
100.0% cov · 429 findings
Critical
1
click to filter
Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: severity: high × excluding tests × Reset all
Severity: Critical 1 High 14 Medium 250 Low 111 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 429 Crowd 0 Layer: Software 22 Frontend 60 Network 13 Hardware 118 Security 33 Quality 171 Api 12
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 45.0/100 with 100.0% coverage. It contains 8161 nodes across 30 cross-layer flows, written primarily in mixed languages. Engine surfaced 549 findings — concentrated in hardware (217), quality (188), frontend (60). Risk profile is high: 2 critical, 22 high, 250 medium. Recommended next step: open the hardware layer findings first — that's where the highest-impact wins live.

Showing 14 of 429 actionable findings. 549 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: tasks-extra/find-topk-similiar-chemicals/environment/skills/pubchem-database/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.
tasks-extra/find-topk-similiar-chemicals/environment/skills/pubchem-database/SKILL.md:178 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: tasks-extra/gpu-cluster-online-scheduling/environment/skills/multi-resource-allocation-validation/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.
tasks-extra/gpu-cluster-online-scheduling/environment/skills/multi-resource-allocation-validation/SKILL.md:67 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: tasks-extra/pedestrian-traffic-counting/environment/skills/gpt-multimodal/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.
tasks-extra/pedestrian-traffic-counting/environment/skills/gpt-multimodal/SKILL.md:85 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: tasks-extra/pg-essay-to-audiobook/environment/skills/audiobook/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.
tasks-extra/pg-essay-to-audiobook/environment/skills/audiobook/SKILL.md:152 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: tasks-extra/pg-essay-to-audiobook/environment/skills/elevenlabs-tts/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.
tasks-extra/pg-essay-to-audiobook/environment/skills/elevenlabs-tts/SKILL.md:56 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: tasks/dapt-intrusion-detection/environment/skills/pcap-analysis/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.
tasks/dapt-intrusion-detection/environment/skills/pcap-analysis/SKILL.md:318 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: tasks/fix-erlang-ssh-cve/environment/skills/erlang-distribution/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.
tasks/fix-erlang-ssh-cve/environment/skills/erlang-distribution/SKILL.md:295 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: tasks/lake-warming-attribution/environment/skills/contribution-analysis/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.
tasks/lake-warming-attribution/environment/skills/contribution-analysis/SKILL.md:71 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: tasks/python-scala-translation/environment/skills/python-scala-collections/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.
tasks/python-scala-translation/environment/skills/python-scala-collections/SKILL.md:188 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: tasks/quantum-numerical-simulation/environment/skills/qutip/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.
tasks/quantum-numerical-simulation/environment/skills/qutip/SKILL.md:312 SecretsSkill file
high System graph hardware Supply chain conf 1.00 9 occurrences Dockerfile pipes a remote installer into a shell
Executing downloaded code during image build gives the remote endpoint build-time code execution. Prefer pinned packages or verify downloaded installers by checksum/signature.
9 files, 9 locations
tasks/fix-build-agentops/environment/Dockerfile:67
tasks/fix-build-google-auto/environment/Dockerfile:67
tasks/fix-visual-stability/environment/Dockerfile:33
tasks/pddl-tpp-planning/environment/Dockerfile:23
tasks/powerlifting-coef-calc/environment/Dockerfile:18
tasks/setup-fuzzing-py/environment/Dockerfile:5
tasks/software-dependency-audit/environment/Dockerfile:25
tasks/spring-boot-jakarta-migration/environment/Dockerfile:22
containersRemote installer
high System graph security security conf 1.00 Insecure pattern 'exec_used' in experiments/metrics-dashboard/server/index.ts:299
Found a known-risky pattern (exec_used). Review and replace if possible.
experiments/metrics-dashboard/server/index.ts:299 Exec used
high System graph security security conf 1.00 Insecure pattern 'exec_used' in tasks/pddl-airport-planning/solution/solve.sh:41
Found a known-risky pattern (exec_used). Review and replace if possible.
tasks/pddl-airport-planning/solution/solve.sh:41 Exec used
high System graph security security conf 1.00 Insecure pattern 'exec_used' in tasks/pddl-tpp-planning/solution/solve.sh:44
Found a known-risky pattern (exec_used). Review and replace if possible.
tasks/pddl-tpp-planning/solution/solve.sh:44 Exec used
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/21a07595-6d55-4cf2-8f51-545ed2455245/

To check status programmatically (no auth required): 

curl -s https://repobility.com/api/v1/public/scan/21a07595-6d55-4cf2-8f51-545ed2455245/

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.