The library
Everything we index — ranked by what works, never by stars.
forSalesMarketingHRFinanceLegalOpsProductEngineeringDataProductivitySupportsetup≤ plug & play≤ + a key≤ multi-tool
● works · ● untested / no effect · ● hurts — every rank is measured against a no-skill baseline
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Deep research with local executionskillL2
deepthinklite · Local-first deep research that produces reproducible, versionable artifacts without losing work to chat scrollback
Roman law terminology in Greek languageskillLegalL1
025-roemisches-recht-in-griechischer-sprache-terminologi · German legal scholarship or comparative law analysis requiring Roman law authority and terminology mapping
Optimize Unreal Engine performanceskillEngineeringL1
agency-unreal-systems-engineer · AAA-grade multiplayer and performance-critical Unreal Engine projects where C++ rigor meets designer accessibility
Create original visual designsskillMarketingL1
canvas-design · Creating original poster art, static designs, and visual identities that appear hand-crafted by a master designer
Review code for issues and improvementsskillEngineeringL1
review · Catching real bugs in code changes before PR merge, with proof and concrete fixes
Monitor accounting platform SOLO.roskillFinanceOpsL2
solo-cli · Romanian freelancers needing fast CLI access to accounting, invoicing, and e-Factura (EUR invoice regulation)
Auto-generate release notes from commitsskillEngineeringProductL2
changelog-generator · Generating professional release notes from git history in minutes instead of hours of manual writing
Sync repositories with pre-commit guardsskillEngineeringOpsL2
git-sync · Safe repository synchronization that enforces code quality gates and prevents accidental force pushes
Find bugs and security vulnerabilitiesskillEngineeringL1
find-bugs · Authorized security audits of branch changes before deployment, with evidence-based findings
Master Svelte reactive state patternsskillEngineeringL1
svelte-runes · Quick rune selection and Svelte 4→5 migration guidance to prevent reactivity bugs
Sync documentation with code changesskillEngineeringProductL1
branch-docs-sync · Keeping developer notes and user docs in sync with recent code changes and refactors
Build Python CLIs with best practicesskillEngineeringL1
python-cli · Rapidly building structured Python command-line tools that feel professional and discoverable
Develop embedded firmware for microcontrollersskillEngineeringL1
agency-embedded-firmware-engineer · Production embedded systems requiring real-time safety, predictable latency, and robust error handling
Verify database schemas before changesskillEngineeringDataL1
schema-verify · Runtime validation of structured data before processing or API responses
Convert specifications into implementation plansskillProductOpsL2
notion-spec-to-implementation · Bridging Notion product specs to working code with test coverage, reducing handoff friction
Analyze complex networks and graphsskillDataEngineeringL1
networkx · Graph analysis and algorithm computation for networks, collaboration, supply-chain, and social-graph problems
Analyze sales with DAX promo measuresskillDataFinanceL2
DAX Promo Period Analysis and Volume Calculation · Quantifying market impact of promotional events on trading behavior and stock volatility
Analyze coding patterns and skill gapsskillEngineeringHRL2
developer-growth-analysis · Tracking developer learning curves and identifying skill gaps for team growth planning
Simplify code while preserving behaviorskillEngineeringL1
Simplify · Refactoring code for clarity and DRY compliance without hunting for bugs (use code-review for correctness)
Classify smart contract audit severityskillEngineeringLegalL1
severity · Classifying smart contract audit findings against historical benchmarks.
Query your docs with GeminiskillProductivityL2
notebooklm · Querying uploaded documentation to get source-grounded answers from your notebooks.
Download videos as MP4 filesskillOpsL2
video-download-faas · Batch downloading videos from multiple sources while continuing other work.
Build React UI with WRLD design systemskillEngineeringL2
wrld-design · Implementing consistent WRLD brand identity across React/Tailwind components.
Create editorial magazine-style pitchesskillMarketingL1
html-ppt-zhangzara-editorial-tri-tone · Creating editorial or fashion-magazine-style presentations with tri-tone design.
Build React apps with functional patternsskillEngineeringL2
fp-ts-react · Writing type-safe React forms and state management with accumulated validation errors.
Turn performance findings into decisionsskillEngineeringL1
perf-analyzer · Converting raw performance data into actionable optimization recommendations.
Manage and compare performance baselinesskillEngineeringL2
perf-baseline-manager · Storing baseline metrics to track whether optimizations actually improved performance.
Handle errors correctly in codeskillEngineeringL1
m06-error-handling · Ensuring consistent error handling across a codebase without boilerplate.
Solve complex problems with structureskillL1
sequential-thinking · Working through multi-step reasoning where each step must be shown.
Run and baseline performance benchmarksskillEngineeringL2
perf-benchmarker · Determining whether a code change actually improved performance or made it worse.
Explain architecture visuallyskillEngineeringL1
explain-visually · Making abstract or technical concepts concrete through annotated diagrams.
Map code paths for profilingskillEngineeringL1
perf-code-paths · Understanding which functions are called and in what order during execution.
Query databases with SSH tunnelskillDataL2
db-query · Finding slow queries and writing efficient SQL.
Log performance investigation findingsskillEngineeringL1
perf-investigation-logger · Recording what was tested, why, and what findings emerged.
Build with Next.js 16+ App RouterskillEngineeringL1
next-16 · Upgrading codebases to leverage Next.js 16 features and performance improvements.
Profile CPU and memory bottlenecksskillEngineeringL2
perf-profiler · Identifying performance bottlenecks when generic benchmarks lack granularity.
Reference security tool commandsskillOpsL1
tool-usage · Constructing reliable exploits for memory corruption vulnerabilities.
Upload, edit, and generate videosskillMarketingL2
videodb-skills · Processing video at scale with semantic search and AI-driven editing.
Test performance hypotheses with experimentsskillEngineeringL2
perf-theory-tester · Proving performance improvements with rigorous statistical evidence.
Debug web apps interactivelyskillEngineeringL1
d3k · Debugging web apps when full user-action replay is needed to reproduce errors.
Design with nature-inspired algorithmsskillProductEngineeringL2
algorithmic-patterns · Procedurally generating facades, branching structures, and site layouts at scale.
Analyze performance bottlenecks via git historyskillEngineeringL1
perf-theory-gatherer · Prioritizing optimization work in unfamiliar codebases.
Review code changes for quality and standardsskillEngineeringL1
code-review · Enforcing type safety, access control, and API contracts in TypeScript teams.
Manage DART project contributionsskillEngineeringL1
dart-contribute · Contributing to projects with parallel release branches (patch vs. main).
Calculate geometry and fabrication costsskillEngineeringDataL2
cd-calculator · Rapid structural/environmental analysis in computational design workflows.
Apply behavioral science to UI designskillProductMarketingL1
ux-psychology · Defending design decisions with peer-reviewed behavioral science.
Run ML models in JavaScript environmentsskillEngineeringProductL2
transformers-js · Privacy-critical NLP tasks (sentiment, classification) with zero cloud egress.
Build interactive data visualizationsskillDataProductL2
d3-viz · Custom data narratives where charting libraries lack flexibility.
Process 3D geometry and surfacesskillEngineeringProductL2
computational-geometry · Spatial reasoning in site analysis, packing, and optimal placement.
Build React and Next.js applicationsskillEngineeringProductL2
senior-frontend · Leading design-system decisions requiring performance and accessibility expertise.