Ln 654 Resource Lifecycle Auditor
This is a specialized auditor for resource lifecycle bugs in database-heavy applications. It checks for six common patterns: session scope mismatches where a DB connection lives for an entire request but only gets used once, streaming endpoints that hold connections open for minutes, missing cleanup in error paths, and pool configuration issues. The two-layer detection is smart: it scans for candidates first, then verifies with context using hex-graph to trace call paths when available. Particularly good at catching the subtle ones like FastAPI endpoints that inject a session via Depends but only touch it in the first 20% of the function. Writes findings with severity ratings and calculates a compliance score. Best used during code review or before deploying long-running async services where connection pool exhaustion can quietly kill you.
- skills.sh installs
- 247
- GitHub stars
- 591
- last updated
- Aug 21, 2026
Install
$ npx -y skills add levnikolaevich/claude-code-skills --skill ln-654-resource-lifecycle-auditor --agent claude-codeInstalls into .claude/skills of the current project.
Files
This is a specialized auditor for resource lifecycle bugs in database-heavy applications. It checks for six common patterns: session scope mismatches where a DB connection lives for an entire request but only gets used once, streaming endpoints that hold connections open for minutes, missing cleanup in error paths, and pool configuration issues. The two-layer detection is smart: it scans for candidates first, then verifies with context using hex-graph to trace call paths when available. Particularly good at catching the subtle ones like FastAPI endpoints that inject a session via Depends but only touch it in the first 20% of the function. Writes findings with severity ratings and calculates a compliance score. Best used during code review or before deploying long-running async services where connection pool exhaustion can quietly kill you.
Browse the repository on GitHubSponsors
Agent CaffeineSponsoredClose your lid, come back to finished work
SnugSponsoredThe clipboard manager for the AI eraPromote your product hereReach 125k+ visitors monthly
WaxSponsoredBlock anything with supervision, without erasing your iPhonePromote your product hereReach 125k+ visitors monthly
knobsSponsoredSee your site on any phone, any day, in any languageDetails
- Repository
- github.com/levnikolaevich/claude-code-skills
- Category
- Debugging
- First seen
- Jun 3, 2026
More from levnikolaevich/claude-code-skills
All 128- Ln 612 Semantic Content Auditor245
- Ln 614 Docs Fact Checker235
- Ln 830 Code Modernization Coordinator225
- Ln 832 Bundle Optimizer225
- Ln 820 Dependency Optimization Coordinator222
- Ln 310 Multi Agent Validator221
- Ln 821 Npm Upgrader221
- Ln 823 Pip Upgrader221
- Ln 822 Nuget Upgrader220
- Ln 831 Oss Replacer220
- Ln 514 Test Log Analyzer216
- Ln 513 Regression Checker206
- Ln 636 Manual Test Auditor198
- Ln 810 Performance Optimizer195
- Ln 910 Community Engagement194
- Ln 160 Docs Skill Extractor187
- Ln 812 Optimization Researcher187
- Ln 911 Github Triager187
- Ln 913 Community Debater187
- Ln 162 Skill Reviewer186
- Ln 813 Optimization Plan Validator185
- Ln 912 Community Announcer185
- Ln 161 Skill Creator184
- Ln 637 Test Structure Auditor184
Recommended
More Debugging
security-best-practicesdavila7/claude-code-templatesPerform language and framework specific security best-practice reviews and suggest improvements. Trigger only when the user explicitly requests security best pr246skills.sh installs
rust-implementpproenca/dot-skillsWrite production-grade Rust code using a multi-pass approach. Design types first, then implement, then simplify, then verify with automated lint. Use this skill246skills.sh installs
godot-export-buildsthedivergentai/gd-agentic-skillsExpert patterns for multi-platform exports including export templates (Windows/Linux/macOS/Android/iOS/Web), command-line exports (headless mode), platform-spec246skills.sh installsiterate-prdavila7/claude-code-templatesIterate on a PR until CI passes. Use when you need to fix CI failures, address review feedback, or continuously push fixes until all checks are green. Automates245skills.sh installs
api-integration-builderdaffy0208/ai-dev-standardsBuild reliable third-party API integrations including OAuth, webhooks, rate limiting, error handling, and data sync. Use when integrating with external services244skills.sh installsgodot-multiplayer-networkingthedivergentai/gd-agentic-skillsExpert multiplayer for desync, rollback, dedicated --headless servers, interest culling, and bandwidth spikes: ENet/WebRTC choice, authority, secure RPCs, clien243skills.sh installs