name: tracing-transitive-vulnerabilities description: | Build a dependency-tree map of a project (npm or Python) and trace the path from each known-vulnerable transitive package back to one or more direct dependencies. Identifies which direct-dep bump would clear the most findings at once (highest-leverage upgrade), which vulnerabilities are unreachable through any version bump and require overrides or vendor-patch, and which CVEs sit at deep transitive depth (3+ levels from a direct dep) where blast-radius triage is hardest. Use when: a multi-finding audit produces noise and you need to prioritize, when planning a major dependency refresh, after an upstream package compromise hits your tree (e.g. event-stream flatmap-stream), or when an audit shows findings that automated fix commands cannot auto-resolve. Threshold: any HIGH or CRITICAL CVE reachable only through transitive paths that no single direct-dep bump can clear. Trigger with: "trace transitive vulns", "find dep paths", "SBOM vuln trace", "which direct dep pulls this CVE". allowed-tools: - Read - Bash(npm:) - Bash(pip:) - Bash(pip-audit:) - Bash(python3:) - Bash(pipdeptree:) - Glob disallowed-tools: - Bash(rm:) - Bash(curl:) - Bash(wget:) - Write(.env) - Edit(.env) - Bash(npm install:) - Bash(pip install:) version: 3.0.0-dev author: Jeremy Longshore jeremy@intentsolutions.io license: MIT compatibility: Designed for Claude Code tags: - security - sbom - transitive-dependency - dependency-graph - pentest
Tracing Transitive Vulnerabilities
Overview
The auditing-npm-dependencies and auditing-python-dependencies skills each surface CVEs, but they don't answer the question that actually decides remediation order: which of these findings can I clear by bumping ONE direct dep, and which require deeper intervention?
That question is the core of supply-chain triage. A high-CVSS CVE
in lodash@4.17.4 is alarming on first read. If it's pulled in by
five different direct deps, the right fix may not be to bump any of
them — it may be a single root-level overrides entry pinning
lodash@^4.17.21. The triage discussion goes very differently when
you can quote: "this CVE is reachable via 5 paths, all of which
flow through webpack, which has a fixed version available." That
shifts a project-wide panic to a one-line PR.
This skill walks the project's dependency graph (via npm ls,
pipdeptree, or equivalent), intersects it with the CVE findings
already produced by the per-language audit skills, and emits a
trace report that includes:
- For each CVE: the full path(s) from direct dep → ... → vulnerable package
- For each direct dep: the count of CVEs reachable through it
- "Highest-leverage upgrade" recommendation — the single direct-dep bump that clears the most findings at once
- "Unreachable" findings — CVEs whose vulnerable version range is forced by EVERY parent in the path, requiring overrides or vendor-patch
- "Deep transitive" findings (≥3 levels from a direct dep) — these are highest-risk for hidden surprises because the relationship to your code is most opaque
When the skill produces findings
| Finding | Severity | Threshold | Affected control |
|---|---|---|---|
| Critical CVE at deep transitive depth (≥3) | HIGH | Depth ≥3 + severity CRITICAL — blast radius unclear | CWE-1395 |
| High CVE reachable only via overrides | HIGH | No direct-dep version clears the finding | CWE-1395 |
| Multi-CVE direct-dep hotspot | MEDIUM | Single direct dep is ancestor for ≥3 separate CVEs | (informational) |
| Direct-dep bump clears N findings | INFO | Reports the recommended bump | (operational) |
| Unreachable CVE (no fix in any reachable version) | HIGH | Finding has no fix-available across the whole graph | CWE-1395 |
| Circular dep with CVE | MEDIUM | Cycle in the dep graph involves a vulnerable package | (operational) |
Prerequisites
- Python 3.9+
- npm or pip available (depending on project type)
pipdeptree(optional but recommended for Python; falls back topip showchains if absent — slower but works)- An existing audit JSON file from auditing-npm-dependencies or auditing-python-dependencies, OR the willingness to let this skill run those audits itself
Instructions
Step 1 — Identify the scan target
The skill auto-detects whether the project is npm-flavored
(package.json + node_modules) or Python-flavored
(pyproject.toml / requirements.txt / installed venv).
Step 2 — Acquire audit data
The skill can run the per-language audit itself, or consume a pre-produced audit JSON:
# Self-running mode
python3 ./scripts/trace_vulns.py /path/to/project
# Pre-produced mode (faster on re-runs)
python3 plugins/security/penetration-tester/skills/auditing-npm-dependencies/scripts/audit_npm.py \
/path/to/project --format json --output /tmp/audit.json
python3 ./scripts/trace_vulns.py /path/to/project --audit-input /tmp/audit.json
Step 3 — Walk the graph
For npm, the skill calls npm ls --json --all to enumerate the
full installed tree. For Python, it calls pipdeptree --json-tree
or falls back to recursive pip show.
The resulting graph is intersected with the per-package CVE findings, producing a path list for each vulnerability.
Step 4 — Triage by leverage
The report ranks findings by:
- Severity (CRITICAL → HIGH → MEDIUM → LOW)
- Depth in the graph (deeper = more uncertain blast radius)
- Number of reachable paths (more paths = harder to clear with a single bump)
For each direct dep, the report aggregates:
- Total reachable CVE count
- Severity breakdown
- Suggested bump version (if available)
Step 5 — Plan the upgrades
Use the "highest-leverage upgrade" recommendation as the first PR. Then re-run this skill against the post-upgrade state to confirm how many findings dropped. Iterate until the residual is overrides / vendor work only.
Examples
Example 1 — Triage a noisy audit
# Run base audit
python3 plugins/security/penetration-tester/skills/auditing-npm-dependencies/scripts/audit_npm.py \
. --format json --output /tmp/npm-audit.json
# Trace
python3 ./scripts/trace_vulns.py . --audit-input /tmp/npm-audit.json \
--format markdown --output /tmp/trace.md
/tmp/trace.md is human-readable: per-CVE path lists + recommended
bumps + leverage analysis.
Example 2 — Highest-leverage upgrade discovery
python3 ./scripts/trace_vulns.py . --format json --leverage-only \
| jq '.[] | select(.cve_count >= 3)'
Surfaces direct deps that, if bumped, would clear ≥3 CVEs at once.
Example 3 — Deep-transitive risk report
python3 ./scripts/trace_vulns.py . --min-depth 3 --format markdown \
--output deep-trace.md
Limits output to findings at depth ≥3 from a direct dep — the hardest-to-triage class.
Output
JSON / JSONL / Markdown per lib/report.py. Exit codes: 0 clean,
1 high/critical, 2 error.
Each Finding includes:
id—trace::<cve-id>::<vulnerable-package>severity— re-derived based on depth + reachabilitycategory—transitive-tracesummary— short description of the path situationevidence— original CVE, dep path(s), depth, parent direct-deps, recommended bumpreferences— link back to the source audit finding
A "leverage report" section in markdown output lists the top-N direct-dep bumps ranked by aggregate CVE-clearance count.
Error Handling
- npm ls fails to produce a complete tree (lockfile out of sync) → emits an INFO Finding flagging the desync and proceeds with partial data.
- pipdeptree not installed → falls back to
pip showrecursion; emits INFO finding recommending pipdeptree install for accuracy. - No audit findings input AND no audit tool available → exits 2 with operational error advising the operator to provide an audit JSON via --audit-input.
- Graph contains cycles → cycles are detected and broken; each package in the cycle is reported once at its shallowest depth.
Resources
references/THEORY.md— Why deep transitive deps are disproportionately risky, dependency-graph traversal theory, SBOM (Software Bill of Materials) standards (CycloneDX, SPDX 3.0), reachability theory for vulnerability analysis, exploit-prediction-scoring-system (EPSS) integration plansreferences/PLAYBOOK.md— Per-runtime trace patterns, SBOM generation patterns (cyclonedx-cli, syft, anchore), graph-based upgrade planning, when to override vs vendor-patch, integration with the per-language audit skills