Run MNN checks and regression tests on a host computer or Android device, with stage summaries and failure logs. A separate workflow benchmarks LLM prompt processing and token generation on real iPhones and iPads, including branch comparisons.
- Run static checks and host regression tests
- Verify selected backends on an Android device
- Benchmark LLM speed and compare branches on iPhone or iPad
alibaba/MNN☆ 16.3KUpdated Oct 20, 2026
Investigate slow SQL, write complex joins and summaries, and design database structures. Uses execution plans, which show how queries run, to guide index choices and query rewrites, with before-and-after performance measurements.
- Investigate a slow SQL query
- Write complex joins and grouped calculations
- Design tables, keys, and constraints
Jeffallan/claude-skills☆ 12KUpdated Oct 17, 2026
Writes, reviews, and debugs property-based tests, which generate inputs to check general rules. Helps test conversions, parsers, normalization, and state invariants, assess whether existing assertions are meaningful, and distinguish faulty rules from implementation bugs.
- Testing encode/decode round trips across generated inputs
- Checking normalization and sorting properties
- Reviewing whether existing property tests assert meaningful rules
trailofbits/skills☆ 7.7KUpdated Oct 20, 2026
Evaluate a local Codex skill for metadata, structure, reference links, size, and helper code quality. Get prioritized fixes and explanations, with benchmark setup for deeper analysis and measurement recommendations when observed usage is available.
- Audit a local Codex skill
- Understand evaluation scores and findings
- Prioritize skill improvements
openai/plugins☆ 7.5KUpdated Oct 8, 2026
Check whether a Dynamo deployment is ready for disaggregated serving, where input processing and token generation run separately. Read-only probes inspect transport settings, GPU networking capabilities, and NIXL transfer-test readiness, then report gaps and next steps.
- Check communication readiness after deployment
- Inspect transport setup before benchmarking
- Investigate suspected communication bottlenecks
openai/plugins☆ 7.5KUpdated Oct 8, 2026
Evaluate code against a product requirements document, scoring implementation and tests separately for each acceptance criterion. Produce an evidence-backed final grade, identify gaps, and compare implementations using a fixed checklist and scoring method.
- Checking whether a feature fulfills its requirements
- Comparing implementations of the same specification
- Auditing unit and end-to-end test coverage
tech-leads-club/agent-skills☆ 7.1KUpdated Oct 17, 2026
Collect customer reviews from Walmart using a product item ID. Retrieve ratings, review text, dates, verified purchase status, and selected product variants in structured form to prepare customer feedback research and product comparisons.
- Collecting reviews across multiple pages
- Gathering customer feedback on competing products
- Preparing review comparisons by color or size
browser-act/skills☆ 6.2KUpdated Aug 24, 2026
Collect sold listings from eight eBay marketplaces and organize displayed prices, shipping costs, conditions, sale dates, and seller details. Filter results to research resale values and compare prices across markets, with accepted offers flagged separately.
- Research resale prices for used products
- Compare sold prices across eBay marketplaces
- Collect sales records for collectibles
browser-act/skills☆ 6.2KUpdated Aug 24, 2026
Collect product listings from an Etsy shop URL, page by page. Return titles, images, current and original prices, ratings, review counts, and shipping badges to support shop comparisons, catalog collection, and repeated checks for changes.
- Collect an Etsy shop's product catalog
- Compare competing shops' products and prices
- Check a specific shop's prices over time
browser-act/skills☆ 6.2KUpdated Aug 24, 2026
Collect Indeed job listings by keyword, location, and country, with job titles, companies, salaries, full descriptions, benefits, and application links. The structured results support job comparisons, salary research, and analysis of companies’ hiring activity.
- Comparing jobs by role and location
- Researching advertised salary ranges
- Reviewing competitors’ hiring activity
browser-act/skills☆ 6.2KUpdated Aug 24, 2026
Collect product listings from Etsy category and subcategory pages, including prices, ratings, shop names, images, and advertising or shipping labels. Follow pagination to gather products for competitor comparisons, category research, or potential supplier discovery.
- Compare competing products in an Etsy category
- Research seasonal product listings
- Find potential suppliers by category
browser-act/skills☆ 6.2KUpdated Aug 24, 2026
Compare Google and Meta advertising results with industry benchmarks suited to your campaign type, budget, and account context. Identify strengths, likely causes of weak performance, and improvement opportunities ranked by potential impact.
- Finding improvement opportunities for a prospective client
- Adding context to quarterly or annual performance reviews
- Assessing whether customer acquisition costs are reasonable
irinabuht12-oss/marketing-skills☆ 5.1KUpdated Oct 13, 2026
Runs HTTP load tests with gradually increasing concurrent connections. It measures response-time percentiles, throughput, and errors, identifies where performance starts to deteriorate, and recommends a concurrency level based on the results.
- Benchmarking an API under increasing load
- Finding concurrency levels where p99 latency rises
- Checking throughput saturation and error growth
zebbern/claude-code-guide☆ 4.7KUpdated Oct 20, 2026
Measure and optimize claude-flow v3 startup, search, attention processing, and memory use. Compare benchmarks against performance targets, track changes over time, and identify regressions to guide further optimization.
- Compare performance before and after v3 optimization
- Evaluate vector search speed and memory use
- Track performance regressions over time
ruvnet/RuVector☆ 4.6KUpdated Oct 20, 2026
Add or update Pallas/Mosaic kernels, specialized computation routines for JAX. The skill covers reference implementations, output and gradient checks, public wrappers, fallback behavior, performance benchmarks, and hardware-specific tuning when requested.
- Adding a Pallas kernel for a JAX computation
- Checking outputs and gradients against a reference
- Maintaining backend selection and fallback behavior
marin-community/marin☆ 4KUpdated Oct 20, 2026
Use for non-failing HoloHub app work with ./holohub: scaffold, build, run, test, visual evidence, lint, and flow benchmarking.
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NVIDIA/skills☆ 3.7KUpdated Oct 20, 2026
Profile a DeepStream pipeline with Nsight Systems and derive its configs from the measurement. Use when the user asks for an efficient, performant, or profiled pipeline — or to benchmark, tune, or measure FPS.
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NVIDIA/skills☆ 3.7KUpdated Oct 20, 2026
Troubleshoot Golang programs systematically - find and fix the root cause. Use when encountering bugs, crashes, deadlocks, races, or unexpected behavior in Go code. Covers debugging methodology, common Go pitfalls, test-driven debugging, pprof setup and capture, Delve, race detection, GODEBUG tracing, and production debugging. Start here for any 'something is wrong' situation. Not for interpreting profiles or benchmarking (→ See `samber/cc-skills-golang@golang-benchmark` skill), applying optimization patterns (→ See `samber/cc-skills-golang@golang-performance` skill), or designing new code (→ See `samber/cc-skills-golang@golang-safety` skill for defensive coding, `samber/cc-skills-golang@golang-concurrency` skill for concurrency design).
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samber/cc-skills-golang☆ 3.5KUpdated Oct 1, 2026
Golang benchmarking, profiling, and performance measurement. Use when writing, running, or comparing Go benchmarks, profiling hot paths with pprof, interpreting CPU/memory/trace profiles, analyzing results with benchstat, setting up CI benchmark regression detection, or investigating production performance with Prometheus runtime metrics. Also use when the developer needs deep analysis on a specific performance indicator - this skill provides the measurement methodology, while `samber/cc-skills-golang@golang-performance` provides the optimization patterns.
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samber/cc-skills-golang☆ 3.5KUpdated Oct 1, 2026
Use this skill when users need to analyze competitors, monitor market movements, benchmark features/pricing, identify market gaps, or understand competitive positioning. Activates for "what are competitors doing," market analysis, or differentiation strategy.
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MaxMiksa/Autonomous-Company☆ 3.2KUpdated Oct 18, 2026
Guides performance investigation, benchmarking, and optimization of the Grida Canvas web editor (TypeScript reducer, Immer, React hooks). Use when profiling reducer dispatch cost, diagnosing slow interactions (drag, resize, color change), writing or running editor benchmarks, instrumenting with PerfObserver, or optimizing the JS-side state management pipeline.
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gridaco/grida☆ 2.7KUpdated Oct 19, 2026
Builds and maintains the leveling framework and pay structure — level definitions, salary bands, benchmarking, pay equity, and how raises and promotions are decided. Use this to design or revise leveling, set or adjust salary bands, benchmark against market, handle a compensation request or counteroffer, run a review cycle, or diagnose pay compression and equity issues.
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cbrock84/headcount☆ 2.1KUpdated Oct 19, 2026
Reads a set of financial statements and establishes what changed and why — fluctuation analysis against prior period and against budget, profitability, liquidity, solvency and efficiency ratios, benchmarking, and the non-GAAP measures presented alongside them. Use this to interpret results, review a counterparty's or target's financials, diagnose a deteriorating trend, explain a variance to someone who will act on it, or test whether an adjusted number is honest.
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cbrock84/headcount☆ 2.1KUpdated Oct 19, 2026
Generates complete FAERS-style pharmacovigilance disproportionality research designs from a user-provided drug class, comparator strategy, adverse-event domain, and patient-group stratification. Always use this skill whenever a user wants to design, plan, or build a spontaneous-report safety signal study using FAERS or a similar pharmacovigilance database, especially when the article logic includes product selection, indication-group stratification, MedDRA-based adverse-event extraction, serious-case filtering, suspect-drug and concomitant-exclusion logic, reporting odds ratio analysis, comparator-drug benchmarking, cross-drug comparison, and cautious signal interpretation without causal overclaiming. Covers five study patterns (single-drug disproportionality workflow, multi-drug class comparison workflow, indication-stratified workflow, comparator-controlled signal screening workflow...
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aipoch/medical-research-skills☆ 2KUpdated Sep 17, 2026