Loading the registry…
Project Vidhya — Cost-minimal local-first adaptive learning engine with a four-tier content cascade
Claude Skills are markdown + scripts loaded into Claude Code; 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.
57 critical findings reported by cisco-skill-scanner, agent-audit-kit, 42 of them in the installed artifact. The composite score alone does not reflect this — read the per-scanner reports below.
Claude Skills install to a single target, no runtime picker.
nerlo install -- project-vidhya
Manual alternative: copy the skill folder into ~/.claude/skills/ so Claude Code loads it on next launch.
cp -r -- project-vidhya ~/.claude/skills/
Install respects the composite badge: Clean proceeds, Caution prompts for confirmation, and Flagged is refused. Write operations require an API token.
5 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.
v1.4.0
189 findings · 2.1s
v2.0.11
1132 findings · 120.5s
v0.3.74
65 findings · 78.0s
v0.1.0
69 findings · 39.9s
v0.1.0
8 findings · 40.0s
vv0.3.2
No Go packages were found in this artifact. What each scanner covers
0 findings · 0.1s
v0.1.0
This scanner found nothing in this artifact that it assesses. What each scanner covers
0 findings · 1.8s
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 22, 2026 | Scan Halted | — | agentshield: completecisco-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 1,463 findings across every scanner that examined this package. 15 of 57 findings rated critical by their scanner were among the dismissals.
Not reviewed is not the same as clean. Those 193 findings stand exactly as their scanners reported them, at full severity, as they would have without this review.
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.
201 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: COMMAND_INJECTION_JS_CHILD_PROCESS, COMMAND_INJECTION_JS_FUNCTION_CONSTRUCTOR, COMMAND_INJECTION_EVAL and 5 more · Files: /repo/src/__tests__/unit/scripts/build-explainers-refusal.test.ts, /repo/src/__tests__/unit/scripts/check-connection-budget.test.ts, /repo/src/__tests__/unit/scripts/check-la-walkthrough.test.ts and 49 more · reported by cisco-skill-scanner
35 Documentation or example — The match is in documentation or sample code, confirmed by our own check to be outside the installed artifact.
Rules: AAK-INDIA-PII-001, PIPELINE_TAINT_FLOW, AAK-HEALTHCARE-AI-005 and 6 more · Files: docs/snapshots/snapshot-20260502-0702-sprint-b3b-jwt-auth.md, docs/snapshots/INDEX.md, /repo/docs/ops/render-database-url.md and 17 more · reported by agent-audit-kit, cisco-skill-scanner, nerlo-install-instruction
11 Agent instruction file — The match is in a file that instructs an AI coding agent — a CLAUDE.md or similar. It is documentation of intent, and our own check confirmed it is not part of what gets installed.
Rules: AAK-AGENT-002, AAK-AGENT-003, agents-claude-md-url-exec-18886 and 4 more · Files: CLAUDE.md · reported by agent-audit-kit, agentshield
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.
238 MANIFEST_MISSING_LICENSE
Files: /repo/.claude/skills/weekly-digest/SKILL.md, /repo/.claude/skills/cohort-analysis/SKILL.md, /repo/.claude/skills/student-audit/SKILL.md and 235 more · reported by cisco-skill-scanner
226 SOCIAL_ENG_VAGUE_DESCRIPTION
Files: /repo/SKILL.md, /repo/context/SKILL.md, /repo/ops/SKILL.md and 223 more · reported by cisco-skill-scanner
185 DATA_EXFIL_JS_FS_ACCESS
Files: /repo/modules/project-vidhya-content/scripts/check.js, /repo/scripts/admin/assign-owner.ts, /repo/scripts/build-explainers.ts and 75 more · reported by cisco-skill-scanner
122 DATA_EXFIL_JS_NETWORK
Files: /repo/frontend/src/components/app/CompoundingCard.tsx, /repo/frontend/src/components/app/DigestChip.tsx, /repo/frontend/src/components/app/InterestForm.tsx and 49 more · reported by cisco-skill-scanner
67 FILE_MAGIC_MISMATCH
Files: /repo/modules/project-vidhya-content/concepts/chain-rule/meta.yaml, /repo/modules/project-vidhya-content/concepts/definite-integrals/meta.yaml, /repo/modules/project-vidhya-content/concepts/euler-hamilton/meta.yaml and 30 more
The model could have called any of these a false positive and did not.
14 opt.nerlo-rules.nerlo-js-secret-to-network-egress
Files: /repo/demo/channel-setup.ts, /repo/demo/verify.ts · reported by nerlo-behavioral
6 AAK-SECRET-004
Files: demo/seed-history.ts, demo/start.sh, demo/channel-link.ts and 2 more · reported by agent-audit-kit
2 FILE_MAGIC_MISMATCH
Files: /repo/demo/generate-demo-audio.ts · reported by cisco-skill-scanner
1 LOW_ANALYZABILITY
Files: /repo/demo · reported by cisco-skill-scanner
123 The model called these false positives and our own check did not agree, so the dismissal was refused.
Rules: skills-missing-governance-.claude/commands/landing-report.md, skills-missing-governance-.claude/commands/browse.md, skills-missing-governance-commands/context-save.md and 120 more · Files: .claude/commands/landing-report.md, .claude/commands/browse.md, commands/context-save.md and 78 more · reported by agentshield, cisco-skill-scanner
70 The review budget for this scan was already spent before these findings were reached.
Rules: skills-missing-governance-commands/gstack-upgrade.md, skills-missing-telemetry-commands/scrape.md, skills-missing-telemetry-.claude/commands/plan-eng-review.md and 58 more · Files: commands/gstack-upgrade.md, commands/scrape.md, .claude/commands/plan-eng-review.md and 55 more · reported by agentshield, cisco-skill-scanner, nerlo-install-instruction and 1 more
Artifact allows shell execution and system modification.
The artifact contains critical findings related to command injection via child processes, function constructors, and eval in multiple files, including scripts and frontend components. It also performs system modifications and path traversal. High severity findings indicate potential data exfiltration via file system access and network egress, along with dynamic code execution.
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.
32 opt.nerlo-rules.nerlo-js-secret-to-network-egress
Files: /repo/frontend/src/components/app/CompoundingCard.tsx, /repo/scripts/verify-teaching-loop.ts, /repo/src/api/llm-config-routes.ts and 12 more · reported by nerlo-behavioral
25 COMMAND_INJECTION_JS_CHILD_PROCESS
Files: /repo/scripts/backup-data.ts, /repo/scripts/content-sync.ts, /repo/scripts/upload-gate-em-materials.ts and 5 more · reported by cisco-skill-scanner
15 TOOL_ABUSE_SYSTEM_PACKAGE_INSTALL
Files: /repo/scripts/_install_common.sh · reported by cisco-skill-scanner
12 opt.nerlo-rules.nerlo-dynamic-exec
Files: /repo/scripts/backup-data.ts, /repo/scripts/content-sync.ts, /repo/src/jobs/learnings-ledger.ts · reported by nerlo-behavioral
11 opt.nerlo-rules.nerlo-hardcoded-external-egress
Files: /repo/src/api/social-routes.ts, /repo/src/auth/google-verify.ts, /repo/src/content/concept-orchestrator/tts-generator.ts and 4 more · reported by nerlo-behavioral
6 AAK-MCP-DEPRECATED-003
Files: smoke/mcp-sdk-compatibility-smoke.ts, smoke/stdio-integration-smoke.ts, src/api/openapi.ts and 3 more · reported by agent-audit-kit
6 AAK-TASKS-003
Files: src/api/openapi.ts, src/api/admin-agent-routes.ts, src/admin-orchestrator/mcp-resources.ts and 3 more · reported by agent-audit-kit
6 TOOL_ABUSE_SYSTEM_MODIFICATION
Files: /repo/scripts/_install_common.sh · reported by cisco-skill-scanner
4 AAK-SECRET-004
Files: scripts/provision-tenant.ts, scripts/verify-teaching-loop.ts, scripts/local-install.sh and 1 more · reported by agent-audit-kit
4 COMMAND_INJECTION_EVAL
Files: /repo/frontend/src/components/lesson/interactives/types.ts, /repo/src/auth/user-store.ts, /repo/src/data-rights/delete.ts · reported by cisco-skill-scanner
4 COMMAND_INJECTION_JS_FUNCTION_CONSTRUCTOR
Files: /repo/frontend/src/components/lesson/interactives/DesmosLite.tsx, /repo/frontend/src/components/lesson/interactives/MathBoxLite.tsx, /repo/frontend/src/components/lesson/interactives/registry.ts and 1 more · reported by cisco-skill-scanner
3 EXCESSIVE_FILE_COUNT
Files: /repo/modules/project-vidhya-content/., /repo/data/courses/gate-em/., /repo/. · reported by cisco-skill-scanner
2 AAK-ANTHROPIC-SDK-001
Files: smoke/mcp-sdk-compatibility-smoke.ts, smoke/stdio-integration-smoke.ts · reported by agent-audit-kit
2 AAK-HEALTHCARE-AI-004
Files: CHANGELOG.md, scripts/fork-test-lint-baseline.json · reported by agent-audit-kit
2 AAK-OAUTH-005
Files: frontend/src/lib/auth/client.ts, src/api/social-routes.ts · reported by agent-audit-kit
2 hooks-no-stop-hooks
Files: settings.json, .claude/settings.json · reported by agentshield
2 opt.nerlo-rules.nerlo-install-pipe-to-shell
Files: /repo/scripts/setup-telegram-bot.sh · reported by nerlo-install-instruction
2 permissions-no-block
Files: settings.json, .claude/settings.json · reported by agentshield
2 PYCACHE_FILES_DETECTED
Files: /repo/.claude/skills/ui-ux-pro-max/scripts/__pycache__ · reported by cisco-skill-scanner
1 AAK-INDIA-PII-005
Files: AUTH.md · reported by agent-audit-kit
1 AAK-IPI-WILD-CORPUS-001
Files: .claude/commands/careful.md · reported by agent-audit-kit
1 AAK-LEGAL-002
Files: frontend/package.json · reported by agent-audit-kit
1 AAK-MCP-015
Files: src/server.ts · reported by agent-audit-kit
1 AAK-MCP-AUTH-PATHTRAVERSAL-001
Files: scripts/verify-teaching-loop.ts · reported by agent-audit-kit
1 AAK-MCP-DEPRECATED-001
Files: src/admin-orchestrator/mcp-server.ts · reported by agent-audit-kit
1 AAK-MCP-DEPRECATED-002
Files: src/admin-orchestrator/mcp-server.ts · reported by agent-audit-kit
1 AAK-MCP-STATELESS-004
Files: src/admin-orchestrator/mcp-server.ts · reported by agent-audit-kit
1 AAK-MCP-TOOLGATE-ASYMMETRY-001
Files: smoke/mcp-sdk-compatibility-smoke.ts · reported by agent-audit-kit
1 AAK-MCPFRAME-001
Files: src/server.ts · reported by agent-audit-kit
1 AAK-OAUTH-3P-001
Files: package.json · reported by agent-audit-kit
1 AAK-SUPPLY-005
Files: package-lock.json · reported by agent-audit-kit
1 AAK-TAINT-005
Files: src/server.ts · reported by agent-audit-kit
1 COMPOUND_EXTRACT_EXECUTE
Files: /repo/scripts/_install_common.sh · reported by cisco-skill-scanner
1 COMPOUND_FETCH_EXECUTE
Files: /repo/scripts/_install_common.sh · reported by cisco-skill-scanner
1 LAZY_LOAD_DEEP_NESTING
Files: /repo/SKILL.md · reported by cisco-skill-scanner
1 LOW_ANALYZABILITY
Files: /repo · reported by cisco-skill-scanner
1 opt.nerlo-rules.nerlo-install-run-bundled-artifact
Files: /repo/CONTRIBUTING.md · reported by nerlo-install-instruction
1 SECRET_CONNECTION_STRING
Files: /repo/scripts/deploy-local.sh · reported by cisco-skill-scanner
1 YARA_system_manipulation_generic
Files: /repo/src/api/gemini-prompt-validator.ts · reported by cisco-skill-scanner
Showing 25 of 307; the rest are in the per-scanner reports above.