GitHub
performance-profiling
Performance analysis and profiling focused on bottlenecks, latency, and resource usage. Use when there is slowness, high resource consumption, or unmet performance targets.
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Databases AI Skills
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GitHub
devvit-logs
Stream Devvit logs for an installed app (trigger phrases: "devvit logs", "stream logs", "check logs", "show logs"). Requires the user to provide the target subreddit.
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GitHub
frontend-expert-review
Expert-level frontend code review workflow focusing on maintainability, security, performance, and accessibility. Use when reviewing frontend diffs, PRs, components, SPAs, UI logic, or framework-specific code (...
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GitHub
root-cause-tracing
Use when errors occur deep in execution and you need to trace back to find the original trigger - systematically traces bugs backward through call stack, adding instrumentation when needed, to identify source o...
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GitHub
java-gc-tuning
A disciplined GC analysis and tuning workflow for Java (G1/ZGC): symptoms triage, evidence capture (GC logs/JFR/heap), heap sizing, allocation hotspot reduction, and safe rollout. Use when GC pauses, OOMs, or s...
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GitHub
map-codebase
Mapping and understanding existing codebases
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GitHub
nestjs-error-handling
Global Exception Filters and standard error formats.
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GitHub
security-auditor
Audit NutriProfile code for security vulnerabilities. Use this skill when reviewing authentication, authorization, data validation, API security, or RGPD compliance. Covers OWASP Top 10 and European data protec...
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GitHub
implementation-review
Expert implementation reviewer that compares implementations against their approved plans. Verifies completeness, correctness, and quality. Produces structured verdicts.
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GitHub
debug-workflow
Systematic debugging and problem resolution
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GitHub
python-performance
Performance optimization, profiling, benchmarking, memory management
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GitHub
performance-optimizer
Web Performance Optimizer (frontend + backend aware) converting performance findings into code-level fixes.
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GitHub
rca-analysis
Perform Root Cause Analysis using a multi-agent swarm approach. Use when investigating bugs, failures, performance issues, or any problem requiring systematic diagnosis. Triggers on requests like "why is X fail...
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GitHub
web-design-guidelines
Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "audit design", "review UX", or "check my site against best practices".
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GitHub
data-quality-framework
Implement validation, profiling, and anomaly detection.
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GitHub
java-performance-profiling
A reproducible Java performance profiling workflow using JFR and async-profiler concepts: capture evidence (CPU/alloc/locks), analyze flamegraphs, form hypotheses, ship fixes, and verify regressions. Use when C...
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GitHub
exploit-dev-expert
Exploit development expert. Buffer overflow, shellcode, ROP, format strings, binary exploitation. Use for exploit writing and PoC development.
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GitHub
meta-analyze
Analyze telemetry data and extract development patterns
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GitHub
zap-logging
Blazing fast structured logging from Uber.
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GitHub
b2b-visualisation
Design data visualisations for B2B dashboards displaying buying signals, composite scores, trends, and alerts. Apply when building charts, sparklines, score breakdowns, heatmaps, or any interface requiring rapi...
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GitHub
debug
Debug code issues, trace errors, and identify root causes
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GitHub
diagnose-performance
Diagnose Manny MCP performance issues and suggest optimizations
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GitHub
observability-troubleshooting
Add or improve observability (logs, metrics, traces, alerts) and troubleshoot production or performance issues. Use when diagnosing incidents, defining SLOs, or instrumenting critical paths.
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GitHub
code-review
Reviews code changes for bugs, style issues, and best practices. Use when reviewing PRs or checking code quality.
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