Engineering
optflow
Discover and deliver repository optimization work end to end: identify performance, reliability, maintainability, security, DX, and cost optimization points, prioritize by impact-e…
Web
optel-interpreter
Translate Adobe Operational Telemetry (OpTel) Explorer data into actionable recommendations for AEM Edge Delivery Services sites. OpTel Explorer provides real user monitoring data …
Engineering
audit-deep
Composite skill — full project health check across testing, config, hooks, performance, security, MCP, and plugins. Runs audit skills in parallel and reconciles into one severity-r…
Web
cwv-optimizer
Diagnose and fix Core Web Vitals issues on AEM Edge Delivery Services pages. Addresses EDS-specific performance patterns including the 100KB LCP budget, E-L-D loading phases, block…
Testing
qa-testing-routing
Routes QA and testing tasks across visual QA, certification, performance, API, accessibility, tools, and workflow optimization. Handles evidence-based bug reporting with screenshot…
Security
memory-load-check
Reviews PRs and diffs for unbounded memory loading, concurrency issues, oversized payloads, and missing pagination or byte caps. Apply during cleanup jobs, data imports, file parsi…
Engineering
rad-code-review
Performs blame-aware code reviews with 3-role adversarial analysis, AI slop detection across 14 patterns, framework IDOR checks, WCAG 2.2 compliance, performance heuristics, and se…
Testing
auditing-compose-performance
Runs an end-to-end Jetpack Compose performance audit for broad symptoms like sluggishness or rough scrolling. Sequences Measure → Diagnose → Fix → Verify phases across 25 focused s…
Engineering
expert-analysis
Dispatches parallel subagents, one per domain, to analyze a feature against the codebase. Each expert covers architecture, performance, data/state, UI/UX, security, testing, or bui…
AI / ML
cutile-autotuning
Adds, modifies, optimizes, or debugs CuTile autotuning code. Triggered by exhaustive_search, replace_hints, hints_fn, cuda.tile.tune, autotune filenames, or performance issues. Cov…
Testing
ios-ettrace-performance
Capture and interpret ETTrace profiles for iOS simulator apps, including symbolicated launch and runtime flamegraphs. Use to profile app flows, gather performance traces, identify …
Engineering
nodejs-performance-and-resilience
Hardens a Node.js service for load and failure after the scaffold exists: event-loop discipline, clustering or worker threads, backpressure, bounded concurrency, circuit breakers, …
Web
eds-project-health
Audit an AEM Edge Delivery Services project's codebase for best practices, boilerplate currency, CSS scoping issues, block structure quality, performance patterns, and configuratio…
Engineering
complexity-optimizer
Analyzes a codebase for algorithmic complexity and performance hotspots, then proposes or implements safe optimizations without breaking behavior. Use when scanning many files to f…
Engineering
stata-c-plugins
Develop high-performance C/C++ plugins for Stata using the stplugin.h SDK. Covers SDK setup, data flow, memory safety, .ado wrappers, cross-platform compilation, performance optimi…
Data
activity-deep-dive
Per-activity coaching analysis from Strava. Computes zone breakdown, pace/HR efficiency, cardiac drift, recovery estimate; saves a compiled artifact and returns a compact summary. …
Engineering
flow-performance-optimization
Improves Flow runtime performance through strategies like choosing Before-Save over After-Save, consolidating queries, eliminating loop-DML, caching lookups, and using Scheduled Pa…
Testing
microbenchmarking
Handles BenchmarkDotNet usage for .NET microbenchmarking tasks including creation, execution, configuration, and review. Covers design, project setup, efficient running, and side-b…
Engineering
add-rcpp-integration
Integrate Rcpp or RcppArmadillo into an R package for high-performance C++ code. Covers setup, writing C++ functions, generating RcppExports, testing compiled code, and debugging w…
Engineering
loom-code-review
Runs multi-axis implementation review through critique before merge, after feature or bug-fix work, when receiving feedback, or when correctness, readability, architecture, securit…
Business
cpq-performance-optimization
Diagnose and resolve slow CPQ quote calculation, QLEx timeouts, or governor limit errors on large quotes. Use for Large Quote Mode, QCP field declaration, quote calculation perform…
Data
memory-optimization
Tunes memory stack parameters for speed, RAM usage, and index quality. Covers HNSW settings (M, efConstruction, ef), vector quantization, batch operations, and bottlenecks when sca…
Engineering
stabilizing-compose-types
Stabilizes Jetpack Compose types after diagnosis using a three-tier approach: immutable vals, @Immutable/@Stable annotations, or stabilityConfigurationFiles. Covers compiler differ…
Engineering
godot-setup-csharp
Adds C# support to Godot 4.x projects or creates mixed GDScript/C# architectures. Sets up project structure, configures .csproj files, enables GDScript to C# communication, and ide…
Testing
sql-plan-audit
Run EXPLAIN QUERY PLAN against every query in a sqlc-style catalog and diff the plans against a baseline. Detects new full-table SCANs and TEMP B-TREE sort scans introduced by PRs.…
Web
optimizing-lazy-layouts
Diagnoses and resolves scroll jank, lost item state, and broken item animations in lazy lists and grids. Covers stable keys, contentType assignment, animation requirements, and kee…
Engineering
performance-optimization
Optimize application performance for speed, efficiency, and scalability. Applies to page load times, bundle size reduction, database query tuning, and resolving bottlenecks across …
Engineering
configuring-lazy-prefetch
Tunes Jetpack Compose lazy layout prefetch via LazyLayoutCacheWindow and pausable prefetch composition, including cache window configuration, nested prefetch scopes, version requir…
Testing
ring:dev-k6-load-testing
Generates k6 load tests following Lerian platform conventions for Palantir Self-Service Testing. Produces product directories, scenario YAMLs, helper clients, and bundleable script…
Engineering
choosing-derivedstateof
Determines when Jetpack Compose derivedStateOf is appropriate versus overhead. Covers input/output frequency rules, remember wrappers, variable capture pitfalls, snapshotFlow alter…
DevOps
pyroscope
Deploy and operate Grafana Pyroscope for continuous profiling on Kubernetes: install via Helm, profile Go/Java/Python/.NET/Ruby/Node.js workloads, configure storage, link traces to…
Engineering
providing-performance-optimization-advice
Delivers prioritized performance optimization recommendations across frontend, backend, and infrastructure. Identifies bottlenecks, estimates gains, and outlines phased roadmaps wh…
Research
vr-leistungsstoerungen-spezial
Handles special performance disruption cases: impossibility under § 275 BGB, default under § 286 BGB, and defective performance with cure under §§ 439/635 BGB. Covers damages, resc…
DevOps
hyperpod-performance-debugger
Diagnose performance issues on HyperPod clusters: uneven NCCL bandwidth, poor filesystem throughput, host-side signals such as Xid, ECC, NVLink, EFA reachability, and FSx saturatio…
Engineering
lead-review
Autonomous multi-domain review pipeline covering health, architecture, security, performance, accessibility, tests, and release readiness. Auto-detects inapplicable domains and man…
Engineering
loom-code-review-and-quality
Performs code-focused quality review across correctness, tests, architecture, security, performance, scope, and evidence on diffs, branches, PRs, worker output, or implementation-c…
Engineering
mobile-game-dev
Specializes in iOS and Android game optimization, touch input, battery and thermal management, device fragmentation, and store submission. Use for mobile game performance, monetiza…
Web
roier-seo
Run Lighthouse and PageSpeed audits on sites or local servers. Analyze SEO, performance, and accessibility scores, then automatically apply fixes for meta tags, structured data, Co…
Testing
151-java-performance-jmeter
Sets up JMeter performance testing for Java projects. Generates run-jmeter.sh from template, configures load tests with threads, loops, and ramp-up, and executes tests from project…
Data
aws-rds-aurora-performance-investigator
Investigates Amazon RDS and Aurora incidents involving latency, connection exhaustion, slow queries, lock waits, storage pressure, CPU/I/O saturation, replica lag, failover behavio…
Web
django-patterns-advanced
Advanced Django patterns including service layer, caching, signals, middleware, performance optimization for N+1 queries and bulk operations, plus DDD approaches such as fat models…
DevOps
clari-performance-tuning
Optimize Clari API performance with caching, batch exports, and data pipeline efficiency. Use when exports take too long, optimizing data warehouse load times, or reducing API call…
Data
agent-database-optimizer
Expert database optimizer focused on query tuning, performance analysis, and scalability across systems. Masters execution plans, indexing strategies, and system-level optimization…
Engineering
agent-rust-engineer
Expert Rust developer specializing in systems programming, memory safety, and zero-cost abstractions. Masters ownership patterns, async programming, and performance optimization fo…
DevOps
diagnose-pathological-git-repository-size-before-migration-ci-or
Identifies Git repository size and history issues that cause slow clones, fetches, or repacks using git-sizer. Surfaces large blobs, oversized trees, excessive refs, and other path…
Web
remix-v2-perf-ssr
Optimizes Remix v2 performance through streaming, HTTP caching, server/client module separation, and safe hydration. Triggers on headers exports, Cache-Control, PrefetchPageLinks, …
Engineering
code-review-specialist
Comprehensive code review covering security, performance, and quality analysis. Activates for code reviews, quality assessments, pull request evaluations, or discussions of securit…
Engineering
salesloft-performance-tuning
Optimize SalesLoft API performance with caching, pagination strategies, and connection pooling. Use when experiencing slow responses, reducing latency for bulk operations, or optim…
Web
code-review-web
Reviews web application code for bugs, security issues, performance problems, and framework-specific anti-patterns. Triggers on code review requests, debugging, build failures, sec…
Engineering
deferring-state-reads
Defer frequently-changing Jetpack Compose state reads (scroll position, animation values, drag offsets) from Composition into Layout or Draw using lambda-based modifiers to avoid i…
Data
loom-sql-optimization
Analyze and optimize SQL queries for performance. Use for index design, query rewriting, EXPLAIN interpretation, PostgreSQL tuning, N+1 prevention, CTE and window function optimiza…
Engineering
principle-performance
Performance engineering guidelines including latency versus throughput trade-offs, profiling discipline, algorithmic complexity awareness, allocation and GC pressure, data locality…
Engineering
node
Provides domain-specific best practices for Node.js development with TypeScript, covering type stripping, async patterns, error handling, streams, modules, testing, performance, ca…
DevOps
buildkite-pipeline-profiler
Profiles Buildkite pipeline performance using REST and GraphQL APIs. Measures step durations, agent queue wait times, and artifact bottlenecks, then generates optimization reports …
Engineering
code-improver
Always-active code review skill. Scan shared code for readability, performance, and best-practice issues. For each issue, explain why it matters, show the current snippet, and prov…
Business
high-output-management
Apply Andy Grove's management system to scale team output via leverage, OKRs, and structured decision-making. Use for team scaling, performance reviews, meeting effectiveness, and …
Engineering
bitrix-caching
Caching in Bitrix including Cache, ManagedCache, TaggedCache, ORM auto-cache, component caching, and composite sites. Covers performance tuning, tag-based invalidation, TTL setting…
Engineering
instantly-performance-tuning
Optimize Instantly.ai API performance with caching, batching, and connection pooling. Use when experiencing slow API responses, implementing caching strategies, or optimizing high-…
Web
site-health-report
Produces a client-ready health report for AEM Edge Delivery sites covering Core Web Vitals, SEO, accessibility, content freshness, and configuration status for quarterly reviews or…
AI / ML
sglang-auto-benchmark
Runs SGLang auto benchmark searches with tiered server-flag sweeps, dataset prep, ShareGPT auto-download, custom data handling, SLA or fixed-QPS tests, CSV export, and optional spe…
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