audit-dependency-versions
À propos
Cette compétence audite les dépendances d'un projet pour détecter les versions obsolètes, les vulnérabilités de sécurité et les problèmes de compatibilité. Elle analyse les fichiers de verrouillage, planifie les chemins de mise à niveau et évalue les changements cassants. Utilisez-la avant les publications, pendant la maintenance, après les avis de sécurité, ou lors de la reprise d'un projet pour garantir la santé des dépendances.
Installation rapide
Claude Code
Recommandénpx skills add pjt222/agent-almanac -a claude-code/plugin add https://github.com/pjt222/agent-almanacgit clone https://github.com/pjt222/agent-almanac.git ~/.claude/skills/audit-dependency-versionsCopiez et collez cette commande dans Claude Code pour installer cette compétence
Documentation
Audit Dependency Versions
Audit deps → ver staleness, known security vulns, compat issues. Inventory all deps from lock files → check latest → classify staleness → flag security → prioritized upgrade report.
Use When
- Pre-release → deps current + secure
- Periodic maint (monthly/quarterly)
- Security advisory hits project dep
- Lang ver upgrade (R 4.4 → 4.5)
- Pre-submit CRAN/npm/crates.io
- Inheriting project → dep health
In
- Required: Project root w/ dep/lock files
- Optional: Ecosystem (R, Node.js, Python, Rust)
- Optional: Security-only mode (skip staleness → CVEs)
- Optional: Allowlist deps to skip
- Optional: Compat target date (e.g., "R 4.4.x")
Do
Step 1: Inventory All Dependencies
Parse dep files → complete inventory.
R packages:
# Direct dependencies from DESCRIPTION
grep -A 100 "^Imports:" DESCRIPTION | grep -B 100 "^[A-Z]" | head -50
grep -A 100 "^Suggests:" DESCRIPTION | grep -B 100 "^[A-Z]" | head -50
# Pinned versions from renv.lock
cat renv.lock | grep -A 3 '"Package"'
Node.js:
# Direct dependencies
cat package.json | grep -A 100 '"dependencies"' | grep -B 100 "}"
cat package.json | grep -A 100 '"devDependencies"' | grep -B 100 "}"
# Pinned versions from lock file
cat package-lock.json | grep '"version"' | head -20
Python:
# From requirements or pyproject
cat requirements.txt
cat pyproject.toml | grep -A 50 "dependencies"
# Pinned versions
cat requirements.lock 2>/dev/null || pip freeze
Rust:
# From Cargo.toml
grep -A 50 "\[dependencies\]" Cargo.toml
# Pinned versions
cat Cargo.lock | grep -A 2 "name ="
Inventory table:
| Package | Pinned Version | Type | Ecosystem |
|---|---|---|---|
| dplyr | 1.1.4 | Import | R |
| testthat | 3.2.1 | Suggests | R |
| express | 4.18.2 | dependency | Node.js |
| pytest | 8.0.0 | dev | Python |
→ Complete inventory direct + (optional) transitive deps w/ pinned vers.
If err: Lock files missing → repro issues. Note as finding → inventory from manifest w/ declared constraints.
Step 2: Check Latest Available Versions
Latest ver per dep.
R:
# Check available versions
available.packages()[c("dplyr", "testthat"), "Version"]
# Or via CLI
Rscript -e 'cat(available.packages()["dplyr", "Version"])'
Node.js:
# Check outdated packages
npm outdated --json
# Or individual package
npm view express version
Python:
# Check outdated
pip list --outdated --format=json
# Or individual
pip index versions requests 2>/dev/null
Rust:
# Check outdated
cargo outdated
# Or individual
cargo search serde --limit 1
Update inventory:
| Package | Pinned | Latest | Gap |
|---|---|---|---|
| dplyr | 1.1.4 | 1.1.6 | patch |
| ggplot2 | 3.4.0 | 3.5.1 | minor |
| Rcpp | 1.0.10 | 1.0.14 | patch |
| shiny | 1.7.4 | 1.9.1 | minor |
→ Latest ver per dep w/ gap magnitude (patch/minor/major).
If err: Registry unreachable → mark "unable to check", continue. Don't block full audit on one registry.
Step 3: Classify Staleness
Staleness level per dep:
| Level | Definition | Action |
|---|---|---|
| Current | At latest version or within latest patch | No action needed |
| Patch behind | Same major.minor, older patch | Low priority upgrade, usually safe |
| Minor behind | Same major, older minor | Medium priority, review changelog for new features |
| Major behind | Older major version | High priority, likely breaking changes in upgrade |
| EOL / Archived | Package no longer maintained | Critical: find replacement or fork |
Summary:
### Staleness Summary
- **Current**: 12 packages (48%)
- **Patch behind**: 8 packages (32%)
- **Minor behind**: 3 packages (12%)
- **Major behind**: 1 package (4%)
- **EOL/Archived**: 1 package (4%)
**Overall health**: AMBER (major-behind and EOL packages present)
Color coding:
- GREEN: All current/patch-behind
- AMBER: Any minor-behind or one major-behind
- RED: Multiple major-behind or any EOL
→ Every dep classified + overall health rating.
If err: Ver comparison ambiguous (non-SemVer, date-based) → classify conservatively "minor behind" + note non-standard scheme.
Step 4: Check for Security Vulnerabilities
Run ecosystem-specific audit tools:
R:
# No built-in audit tool; check manually
# Cross-reference with https://www.r-project.org/security.html
# Check GitHub advisories for each package
Node.js:
# Built-in audit
npm audit --json
# Severity levels: info, low, moderate, high, critical
npm audit --audit-level=moderate
Python:
# Using pip-audit
pip-audit --format=json
# Or safety
safety check --json
Rust:
# Using cargo-audit
cargo audit --json
Document findings:
### Security Findings
| Package | Version | CVE | Severity | Fixed In | Description |
|---|---|---|---|---|---|
| express | 4.18.2 | CVE-2024-XXXX | High | 4.19.0 | Path traversal in static file serving |
| lodash | 4.17.20 | CVE-2021-23337 | Critical | 4.17.21 | Command injection via template |
**Security status**: RED (1 critical, 1 high)
→ Vulns w/ CVE, severity, affected ver, fix ver.
If err: No audit tool → GitHub Security Advisories manual search per dep. Best-effort without tooling.
Step 5: Plan Upgrade Path
Prioritize by risk + impact:
### Upgrade Plan
#### Priority 1: Security Fixes (do immediately)
| Package | Current | Target | Risk | Notes |
|---|---|---|---|---|
| lodash | 4.17.20 | 4.17.21 | Low (patch) | Fixes CVE-2021-23337 |
| express | 4.18.2 | 4.19.0 | Low (minor) | Fixes CVE-2024-XXXX |
#### Priority 2: EOL Replacements (plan within 1 month)
| Package | Current | Replacement | Migration Effort |
|---|---|---|---|
| request | 2.88.2 | node-fetch 3.x | Medium (API change) |
#### Priority 3: Major Version Upgrades (plan for next release cycle)
| Package | Current | Target | Breaking Changes |
|---|---|---|---|
| webpack | 4.46.0 | 5.90.0 | Config format, plugin API |
#### Priority 4: Minor/Patch Updates (batch in maintenance window)
| Package | Current | Target | Notes |
|---|---|---|---|
| dplyr | 1.1.4 | 1.1.6 | Patch fixes only |
| ggplot2 | 3.4.0 | 3.5.1 | New geom functions added |
Major upgrades → note breaking changes from dep changelog.
→ Prioritized plan: security → EOL → major → minor/patch batches.
If err: Dep abandoned, no fork → document risk. Recommend: (1) vendor current, (2) alt pkg, (3) accept + monitor.
Step 6: Document Compatibility Risks
Per planned upgrade:
### Compatibility Assessment
#### express 4.18.2 -> 4.19.0
- **API changes**: None (patch-level fix)
- **Node.js requirement**: Same (>=14)
- **Test impact**: Run full test suite; expect zero failures
- **Confidence**: HIGH
#### webpack 4.46.0 -> 5.90.0
- **API changes**: Config file format changed, several plugins removed
- **Node.js requirement**: >=10.13 (unchanged)
- **Test impact**: Build configuration must be rewritten; all tests need re-run
- **Confidence**: LOW (requires dedicated migration effort)
- **Migration guide**: https://webpack.js.org/migrate/5/
Write report → DEPENDENCY-AUDIT.md or DEPENDENCY-AUDIT-2026-02-17.md.
→ Compat risks documented per significant upgrade. Report complete.
If err: Can't assess without testing → branch-based upgrade: branch, apply, test, evaluate, merge.
Check
- All direct deps inventoried from lock/manifest
- Latest ver checked per dep
- Staleness level assigned (current/patch/minor/major/EOL)
- Overall health rating (GREEN/AMBER/RED)
- Security audit w/ ecosystem tooling
- All CVEs documented (severity, affected, fix)
- Upgrade plan prioritized: security > EOL > major > minor/patch
- Compat risks per major upgrade
- Report → DEPENDENCY-AUDIT.md
- No "unable to check" w/o reason
Traps
- Ignore transitive deps: 10 direct → 200 transitive. Vulns hide transitive. Use
npm ls/renv::dependencies(). - Upgrade all at once: Batch upgrade → can't identify regression source. Upgrade logical groups (security first, majors individually, minors/patches batched).
- "Outdated" ≠ "insecure": Major behind + no CVE < current + critical vuln. Security > freshness.
- Skip changelogs: Blind major upgrade → breaking changes in dep → breaking changes in your project.
- Audit fatigue: Audits w/o action → worthless. Policy: security → 1 sprint, EOL → 1 quarter.
- Missing lock files: No lock → non-repro builds. Finding itself critical.
- Wrong R binary on hybrid: WSL/Docker →
Rscriptmay be cross-platform wrapper. Checkwhich Rscript && Rscript --version. Prefer native (e.g.,/usr/local/bin/Rscript). See Setting Up Your Environment.
→
apply-semantic-versioning— ver bumps may trigger from dep upgradesmanage-renv-dependencies— R-specific dep mgmt w/ renvsecurity-audit-codebase— broader security audit inc. dep vulnsmanage-changelog— doc dep upgrades in changelogplan-release-cycle— schedule dep upgrades in release timeline
Dépôt GitHub
Compétences associées
llamaguard
AutreLlamaGuard est le modèle de Meta, doté de 7 à 8 milliards de paramètres, conçu pour modérer les entrées et sorties des LLM selon six catégories de sécurité comme la violence et les discours haineux. Il offre une précision de 94 à 95 % et peut être déployé avec vLLM, Hugging Face ou Amazon SageMaker. Utilisez cette compétence pour intégrer facilement le filtrage de contenu et des garde-fous de sécurité dans vos applications d'IA.
cost-optimization
AutreCette compétence de Claude aide les développeurs à optimiser les coûts du cloud grâce au redimensionnement des ressources, aux stratégies d'étiquetage et à l'analyse des dépenses. Elle fournit un cadre pour réduire les dépenses cloud et mettre en œuvre une gouvernance des coûts sur AWS, Azure et GCP. Utilisez-la lorsque vous devez analyser les coûts d'infrastructure, redimensionner les ressources ou respecter des contraintes budgétaires.
quantizing-models-bitsandbytes
AutreCette compétence quantifie les LLMs en précision 8 bits ou 4 bits à l'aide de bitsandbytes, permettant une réduction de 50 à 75 % de la mémoire utilisée avec une perte de précision minime. Elle est idéale pour exécuter des modèles plus volumineux sur une mémoire GPU limitée ou pour accélérer l'inférence, prenant en charge des formats comme INT8, NF4 et FP4. La compétence s'intègre à HuggingFace Transformers et permet l'entraînement QLoRA ainsi que l'utilisation d'optimiseurs en 8 bits.
dispatching-parallel-agents
AutreCette compétence Claude déploie plusieurs agents pour enquêter et résoudre simultanément 3 problèmes indépendants ou plus. Elle est conçue pour des scénarios impliquant des défaillances non liées qui peuvent être résolues sans état partagé ni dépendances. La capacité fondamentale est la résolution de problèmes en parallèle, en assignant un agent par domaine problématique indépendant afin de maximiser l'efficacité.
