AI review of these findings

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.

Upheld as real

257

Dismissed as false positives

Not reviewed

Out of 261 findings across every scanner that examined this package. None of the 2 findings rated critical by their scanner were dismissed.

Why those were dismissed

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.

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: permissions-no-block, hooks-no-pretooluse · Files: .vscode/settings.json · reported by agentshield
2 Documentation or example — The match is in documentation or sample code, confirmed by our own check to be outside the installed artifact.
Rules: SOCIAL_ENG_VAGUE_DESCRIPTION, MANIFEST_MISSING_LICENSE · Files: /repo/docs/SKILL.md · reported by cisco-skill-scanner

In installed code — never dismissed

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.

16 HIDDEN_DATA_FILE
Files: /repo/droite_sample.docx!/_rels/.rels, /repo/droite_sample_teacher.docx!/_rels/.rels, /repo/supabase/.temp/postgres-version and 13 more · reported by cisco-skill-scanner
14 DATA_EXFIL_JS_NETWORK
Files: /repo/app/admin/admins/page.tsx, /repo/app/admin/schools/page.tsx, /repo/app/admin/teachers/page.tsx and 4 more · reported by cisco-skill-scanner
13 MANIFEST_MISSING_LICENSE
Files: /repo/SKILL.md, /repo/tools/geo_space/SKILL.md, /repo/tools/produit_scalaire/SKILL.md and 10 more · reported by cisco-skill-scanner
13 SOCIAL_ENG_VAGUE_DESCRIPTION
Files: /repo/SKILL.md, /repo/tools/geo_space/SKILL.md, /repo/tools/produit_scalaire/SKILL.md and 10 more · reported by cisco-skill-scanner
8 FILE_MAGIC_MISMATCH
Files: /repo/droite_sample_teacher.docx, /repo/cognitest_parser/questions_sample.docx, /repo/produit_scalaire_sample.docx and 5 more · reported by cisco-skill-scanner

What the review concluded

Critical vulnerabilities and extensive shell execution capabilities detected.

The artifact contains critical vulnerabilities in its dependencies, specifically identified in `/repo/tools/droite_plan/requirements.txt` and `/repo/tools/geo_space/requirements.txt`. It also exhibits broad shell execution capabilities, including arbitrary Python code execution, local HTTP server creation for network egress, and file deletion operations. These capabilities are noted in `.claude/settings.local.json` and `settings.local.json`, allowing for significant system interaction.

Concern level assessed by the review: Critical. This is the review's scale, not the registry badge.

What to look at

PYSEC-2026-457 · /repo/tools/droite_plan/requirements.txt · critical · reported by osv-scanner
PYSEC-2026-457 · /repo/tools/geo_space/requirements.txt · critical · reported by osv-scanner
AAK-TRUST-004 · .claude/settings.local.json · high · reported by agent-audit-kit
permissions-no-deny-list · .claude/settings.local.json · high · reported by agentshield
permissions-permissive-Bash(python -c "from tools.produit_scalaire.dataset import build_dataset; from tools.produit_scalaire.scoring import grade, summarize; from tools.produit_scalaire.models import StudentAnswer; qs = build_dataset\(\); print\(f'questions: {len\(qs\)}'\); ans = {q.id: StudentAnswer\(question_id=q.id, selected_letters=[c.letter for c in q.choices if c.is_correct]\) for q in qs if q.choices}; g = grade\(qs, ans\); s = summarize\(g\); print\('total:', s['total']\); print\('by_lesson:', list\(s['by_lesson'].keys\(\)\)\); print\('by_skill:', list\(s['by_skill'].keys\(\)\)\)") · · high · reported by agentshield

Reviewed by gemini-2.5-flash. The model sees the findings, not your code, and cannot change a score.

AI review of these findings

Upheld as real

257

Dismissed as false positives

Not reviewed

Out of 261 findings across every scanner that examined this package. None of the 2 findings rated critical by their scanner were dismissed.

Why those were dismissed

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: permissions-no-block, hooks-no-pretooluse · Files: .vscode/settings.json · reported by agentshield
2 Documentation or example — The match is in documentation or sample code, confirmed by our own check to be outside the installed artifact.
Rules: SOCIAL_ENG_VAGUE_DESCRIPTION, MANIFEST_MISSING_LICENSE · Files: /repo/docs/SKILL.md · reported by cisco-skill-scanner

In installed code — never dismissed

16 HIDDEN_DATA_FILE
Files: /repo/droite_sample.docx!/_rels/.rels, /repo/droite_sample_teacher.docx!/_rels/.rels, /repo/supabase/.temp/postgres-version and 13 more · reported by cisco-skill-scanner
14 DATA_EXFIL_JS_NETWORK
Files: /repo/app/admin/admins/page.tsx, /repo/app/admin/schools/page.tsx, /repo/app/admin/teachers/page.tsx and 4 more · reported by cisco-skill-scanner
13 MANIFEST_MISSING_LICENSE
Files: /repo/SKILL.md, /repo/tools/geo_space/SKILL.md, /repo/tools/produit_scalaire/SKILL.md and 10 more · reported by cisco-skill-scanner
13 SOCIAL_ENG_VAGUE_DESCRIPTION
Files: /repo/SKILL.md, /repo/tools/geo_space/SKILL.md, /repo/tools/produit_scalaire/SKILL.md and 10 more · reported by cisco-skill-scanner
8 FILE_MAGIC_MISMATCH
Files: /repo/droite_sample_teacher.docx, /repo/cognitest_parser/questions_sample.docx, /repo/produit_scalaire_sample.docx and 5 more · reported by cisco-skill-scanner

What the review concluded

Critical vulnerabilities and extensive shell execution capabilities detected.

Concern level assessed by the review: Critical. This is the review's scale, not the registry badge.

What to look at

PYSEC-2026-457 · /repo/tools/droite_plan/requirements.txt · critical · reported by osv-scanner
PYSEC-2026-457 · /repo/tools/geo_space/requirements.txt · critical · reported by osv-scanner
AAK-TRUST-004 · .claude/settings.local.json · high · reported by agent-audit-kit
permissions-no-deny-list · .claude/settings.local.json · high · reported by agentshield
permissions-permissive-Bash(python -c "from tools.produit_scalaire.dataset import build_dataset; from tools.produit_scalaire.scoring import grade, summarize; from tools.produit_scalaire.models import StudentAnswer; qs = build_dataset\(\); print\(f'questions: {len\(qs\)}'\); ans = {q.id: StudentAnswer\(question_id=q.id, selected_letters=[c.letter for c in q.choices if c.is_correct]\) for q in qs if q.choices}; g = grade\(qs, ans\); s = summarize\(g\); print\('total:', s['total']\); print\('by_lesson:', list\(s['by_lesson'].keys\(\)\)\); print\('by_skill:', list\(s['by_skill'].keys\(\)\)\)") · · high · reported by agentshield

Reviewed by gemini-2.5-flash. The model sees the findings, not your code, and cannot change a score.

my-project

Install

Per-scanner reports

Scanners that examined this package (7)

agentshield

cisco-skill-scanner

agent-audit-kit

nerlo-skill-scanner (behavioral)

nerlo-skill-scanner (install-doc)

trivy

osv-scanner

Scanners that did not run on this package (4)

capslock

nerlo-multi-source

trivy (image)

govulncheck

AI review of these findings

Why those were dismissed

In installed code — never dismissed

What the review concluded

What to look at

Scan history

AI review of these findings

Why those were dismissed

In installed code — never dismissed

What the review concluded

What to look at

Install

Per-scanner reports

Scanners that examined this package (7)

agentshield

cisco-skill-scanner

agent-audit-kit

nerlo-skill-scanner (behavioral)

nerlo-skill-scanner (install-doc)

trivy

osv-scanner

Scanners that did not run on this package (4)

capslock

nerlo-multi-source

trivy (image)

govulncheck

Composite scoreOne view among many — the per-scanner reports above are primaryFlagged35

AI review of these findings

Why those were dismissed

In installed code — never dismissed

What the review concluded

What to look at

Scan history

AI review of these findings

Why those were dismissed

In installed code — never dismissed

What the review concluded

What to look at