Audits project dependencies for security vulnerabilities, license compliance issues, outdated packages, and transitive dependency risk. Use when asked to audit dependencies, review package security, check license compliance, assess dependency health, or produce a vulnerability report. Produces a vulnerability findings table, license compliance matrix, update priority matrix, dependency health score, and 30-day remediation plan.
SkillScore100100 — bench 100 · live — (needs ≥10 evaluated traces) · AI — (needs ≥10 rated traces)
+41 ptsBenchmark lift
SecurityGitHub22/22 cases—0 users · lifetime · 0 times used · lifetime
Audit Maven dependencies for outdated versions, security vulnerabilities, and conflicts. Use when user says "check dependencies", "audit dependencies", "outdated deps", or before releases.
SkillScore100100 — bench 100 · live — (needs ≥10 evaluated traces) · AI — (needs ≥10 rated traces)
+17 ptsBenchmark lift
SecurityGitHub23/23 cases—0 users · lifetime · 0 times used · lifetime
You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues, outdated packages, and provide actionable remediation strategies.
SkillScore9595 — bench 95 · live — (needs ≥10 evaluated traces) · AI — (needs ≥10 rated traces)
+23 ptsBenchmark lift
SecurityGitHub21/22 cases—0 users · lifetime · 0 times used · lifetime
You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues, outdated packages, and provide actionable remediation strategies.
SkillScore1818 — bench 18 · live — (needs ≥10 evaluated traces) · AI — (needs ≥10 rated traces)
+9 ptsBenchmark lift
SecurityGitHub22 cases—0 users · lifetime · 0 times used · lifetime
Use this skill when the user says 'dependency audit', 'npm audit', 'pip audit', 'cargo audit', 'security vulnerabilities', 'outdated packages', 'supply chain', or needs to scan project dependencies for vulnerabilities, abandoned packages, and upgrade risks. Do NOT use for application-level security or secrets scanning.
NewSkillScoreNo evidence yet — run a verified benchmark or accrue evaluated production traces to earn a SkillScore.—SecurityGitHub25/26 cases—0 users · lifetime · 0 times used · lifetime
You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues, outdated packages, and provide actionable remediation strategies.
NewSkillScoreNo evidence yet — run a verified benchmark or accrue evaluated production traces to earn a SkillScore.—SecurityGitHub20/22 cases—0 users · lifetime · 0 times used · lifetime
Audit whether a validator, benchmark, sandbox, or test can pass by construction because it embeds the same assumptions as the theory it claims to validate. Build a claim×validator-assumption matrix and demand at least one non-circular failure channel.
NewSkillScoreNo evidence yet — run a verified benchmark or accrue evaluated production traces to earn a SkillScore.—AI/MLGitHub——0 users · lifetime · 0 times used · lifetime
Audit project dependencies, frameworks, languages, and dev tools for known vulnerabilities, CVEs, and security anti-patterns. Use when the user mentions 'dependency audit,' 'npm audit,' 'CVE,' 'vulnerable packages,' 'supply chain security,' 'outdated dependencies,' 'known vulnerabilities,' 'security advisory,' 'package security,' 'framework vulnerability,' 'is this package safe,' or needs to check whether their stack has known security issues.
NewSkillScoreNo evidence yet — run a verified benchmark or accrue evaluated production traces to earn a SkillScore.—SecurityGitHub——0 users · lifetime · 0 times used · lifetime
Statically audit MCP configs for mutable npm/npx package references before approval or CI, without executing discovered MCP servers.
NewSkillScoreNo evidence yet — run a verified benchmark or accrue evaluated production traces to earn a SkillScore.—SecurityGitHub——0 users · lifetime · 0 times used · lifetime
Reviews package dependencies for security vulnerabilities, outdated versions, and license compliance. Use when user asks about dependencies, security audits, or before releases.
NewSkillScoreNo evidence yet — run a verified benchmark or accrue evaluated production traces to earn a SkillScore.—SecurityGitHub——0 users · lifetime · 0 times used · lifetime
Audit claims of independent convergence by tracing shared priors, data, framing, models, prompts, assumptions, or upstream evidence; estimate an effective independent evidence count rather than treating nominal N paths as independent.
NewSkillScoreNo evidence yet — run a verified benchmark or accrue evaluated production traces to earn a SkillScore.—ResearchGitHub——0 users · lifetime · 0 times used · lifetime
Audit npm dependencies for security vulnerabilities, outdated packages, and unused dependencies. Use when checking for security issues, updating packages, or cleaning up dependencies.
SkillScore9191 — bench 91 · live — (needs ≥10 evaluated traces) · AI — (needs ≥10 rated traces)
+9 ptsBenchmark lift
SecurityGitHub20/22 cases—0 users · lifetime · 0 times used · lifetime
Audit a Python project's installed dependencies for known CVEs by
wrapping pip-audit (PyPA's official vulnerability auditor) and
emitting findings in the canonical penetration-tester schema.
Detects vulnerable direct AND transitive packages, normalizes
pip-audit's severity output via OSV severity bands, falls back to
pip list --outdated when pip-audit isn't installed, and supports
requirements.txt, pyproject.toml (PEP 621), Pipfile.lock, and
poetry.lock as input sources.
Use when: pre-merge gate
SkillScore8686 — bench 86 · live — (needs ≥10 evaluated traces) · AI — (needs ≥10 rated traces)
+55 ptsBenchmark lift
SecurityGitHub19/22 cases—0 users · lifetime · 0 times used · lifetime
Audit and manage dependencies across multi-language projects. Identifies vulnerabilities, license conflicts, transitive dependency risks, and safe-upgrade paths. Use when auditing third-party packages before release, investigating a CVE, planning a major version bump, or running a license-compliance review. Examples: 'audit our npm dependencies', 'do we have GPL contamination', 'plan the upgrade to React 19'.
SkillScore8686 — bench 86 · live — (needs ≥10 evaluated traces) · AI — (needs ≥10 rated traces)
+50 ptsBenchmark lift
SecurityGitHub19/22 cases—0 users · lifetime · 0 times used · lifetime
Audit a Node.js project's installed npm dependency tree for known
CVEs by wrapping the npm audit JSON output and emitting findings in
the canonical penetration-tester schema. Detects direct AND transitive
vulnerabilities, normalizes npm's severity scale (info/low/moderate/
high/critical) to the shared Severity enum, and parses both v1 and
v2 audit output formats so the skill works against npm 6 and npm
7+ lockfiles.
Use when: pre-merge gate on a Node project, post-incident sweep
after a transiti
SkillScore7777 — bench 77 · live — (needs ≥10 evaluated traces) · AI — (needs ≥10 rated traces)
+50 ptsBenchmark lift
SecurityGitHub17/22 cases—0 users · lifetime · 0 times used · lifetime
Scan project dependencies for vulnerabilities, license issues, and upgrade opportunities across Python, Node.js, Go, and Rust. Use when auditing dependencies, checking licenses, planning upgrades, or assessing supply chain security.
SkillScore8383 — bench 83 · live — (needs ≥10 evaluated traces) · AI — (needs ≥10 rated traces)
+54 ptsBenchmark lift
SecurityGitHub20/24 cases—0 users · lifetime · 0 times used · lifetime
Builds dependency topology, detects cycles, validates import rules, and calculates coupling metrics. Use when auditing architecture topology.
NewSkillScoreNo evidence yet — run a verified benchmark or accrue evaluated production traces to earn a SkillScore.—Code ReviewGitHub——0 users · lifetime · 0 times used · lifetime