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
untested★64→untested★64→untested★5,279→untested★64→untested★6,340→untested★1→untested★64→untested★2→untested★64→untested★2,153→untested★64→untested★0→untested★64→untested★3,367→untested★64→untested★3→untested★64→untested★3,529→untested★64→untested★64→untested★1→untested★64→untested★0→untested★64→untested★3,779→untested★64→untested★18,530→untested★64→untested★64→untested★64→untested★41,085→untested★4→untested★64→untested★6,340→untested★4→untested★64→untested★64→untested★4→untested★64→untested★0→untested★64→untested★3,035→untested★64→untested★4→untested★64→untested★64→untested★64→untested★64→untested★4→untested★64→
Classify and route mathematical problemsskillL1
mfe-synthesis · Solving number theory problems using modular arithmetic, prime factorization, and rigorous mathematical proofs.
Apply gauge theory and symmetry principlesskillL1
mfe-unification · Analyzing graphs with algorithms for shortest paths, minimum spanning trees, connectivity, and graph coloring.
Debug FRB code generation issuesskillEngineeringL2
frb-debugging · Using Monte Carlo simulation and probability theory to estimate expectations and analyze stochastic systems.
Analyze periodic phenomenaskillDataL1
mfe-waves · Analyzing complex functions and signals using Fourier theory, residue calculus, and analytic continuation.
Design magazine-style postersskillMarketingL1
magazine-poster · Creating branded editorial campaigns and manifesto-style posters that evoke newsprint authority
Create GitHub Copilot custom instructionsskillEngineeringL2
copilot-skill · Teams needing rapid CLI command scaffolding without leaving the editor or custom boilerplate
Back up OpenStack infrastructureskillOpsL3
openstack-backup · OpenStack operators designing backup topology with tunable recovery windows and multi-tier storage
Design in-game coin economyskillProductL1
economy · Gaming communities and bots implementing lightweight reward systems without custom backend
Plan OpenStack capacity and scalingskillOpsL3
openstack-capacity · Cloud operators right-sizing overcommit ratios and quota policies to prevent outages
Compile LoongCollector componentsskillEngineeringL2
compile · Contributors building LoongCollector locally while working on C++ instrumentation or plugin logic
Manage OpenStack block storageskillOpsL3
openstack-cinder · Operators implementing persistent storage with QoS and encryption for multi-tenant cloud
Drive TaskFlow from terminal APIskillEngineeringL2
phase-2.4-claude-code-skill · Engineers who prefer terminal workflows over web UI and want rich scripting/pipeline integration
Operate OpenStack image registryskillOpsL3
openstack-glance · Cloud operators managing multi-format image libraries with size caps and multi-project sharing
Recover missing DCO sign-offsskillEngineeringL2
dco · Contributors who forgot --signoff and need to retroactively fix commits before PR merge
Orchestrate OpenStack infrastructureskillOpsL3
openstack-heat · Operators automating complex multi-resource deployments with dependencies and auto-scaling policies
Handle tier-1 support ticketsskillSupportL1
triage-support · Support teams handling how-to and bug report triage where evidence-based replies reduce back-and-forth
Customize OpenStack web dashboardskillOpsL3
openstack-horizon · Cloud operators providing branded web UI with session management and multi-domain support
Map paper claims to citationsskillL1
paper-citation-planner · Researchers writing papers with rigorous citation chains and need clear evidence mapping
Deploy OpenStack Keystone identity serviceskillOpsL3
openstack-keystone · Cloud operators managing multi-tenant identity with federation and fine-grained role control
Manage OpenStack infrastructure lifecycleskillOpsL3
openstack-kolla-ansible-ops · Operators managing multi-node OpenStack clusters with declarative infrastructure updates
Convert agent to reusable skillskillEngineeringL2
20260123020302-doc-writer-agent-to-skill · Teams converting working one-off agents into reproducible documentation automation skills
Deploy containerized OpenStack clustersskillOpsL3
openstack-kolla-ansible · Teams deploying multi-node OpenStack clusters with full container orchestration and declarative config
Verify CLI changes exampleskillEngineeringL1
skill-verify-cli-changes-example-for-verify-skill · Contributors validating CLI UX changes before pushing to PR without writing formal test suites
Monitor OpenStack cloud healthskillOpsL3
openstack-monitoring · Operators gaining visibility into cloud health with multi-layer alerting and historical trend analysis
Build HTML app for AndroidskillEngineeringL2
html-app · Builds ship-ready mobile web apps in single HTML file without build step.
Debug OpenStack network flowsskillOpsL3
openstack-networking-debug · Traces virtual network packets through overlay tunnels and OVS flow tables layer-by-layer.
Parse YAML configuration filesskillEngineeringL1
yaml-config · Safe YAML parsing with fallback defaults and optional merging over base config.
Configure OpenStack networkingskillOpsL3
openstack-neutron · Virtualizes cloud networks with distributed L3 routing, floating IPs, and security groups via OVN/OVS.
Manage OpenStack compute instancesskillOpsL3
openstack-nova · Schedules cloud instances across compute nodes with NUMA pinning and live migration support.
Harden OpenStack security postureskillOpsL3
openstack-security · Enforces defense-in-depth with encrypted API channels, role-based access, and immutable audit logs.
Apply daisyUI component rulesskillEngineeringL1
daisyui-usage · Applies consistent component styling without custom CSS by composing daisyUI + Tailwind classes.
Analyze AlphaFold protein structuresskillDataL2
572-usage-guide_b6c0a8e7 · Fetches AI-predicted protein structures with B-factor confidence scores for structural analysis.
Generate engineering blueprintsskillProductL2
pie-blueprint-engine · Converts engineering calculations into standard drawings with symbol libraries and scale management.
Create social media Reddit cardsskillMarketingL1
social-reddit-card · Creates shareable Reddit-style story cards for video overlays without external image hosting.
Configure Elixir routingskillEngineeringL1
1518-routing_ed3ee4b4 · Composes auth pipelines and shallow-nested resources for type-safe routing.
Generate construction documentationskillOpsL2
construction-docs · Packages verified designs into contractor-ready docs with BOM, sequencing, and maintenance.
Create infrastructure visualizationsskillMarketingL2
creative-pipeline · Iterates creative work through brand review and A/B testing before final delivery.
Optimize CloudFormation templatesskillEngineeringL2
cloudformation-best-practices · Validates CF syntax, manages parameter constraints, and detects common IaC anti-patterns.
Verify engineering unit calculationsskillEngineeringL1
pie-dimensional-analysis · Catches unit errors and dimensional inconsistencies early in engineering design.
Summarize case statusskillOpsL1
16_case_summary_status_skill · Aggregates case metadata into executive summary format.
Design fluid system pipesskillProductL2
pie-fluid-systems · Sizes piping, pump, and heat exchanger for fluid transfer with pressure/velocity checks.
Implement feature from specificationskillEngineeringL3
implement-feature · Implements small-to-medium features end-to-end with tests and git commits.
Edit Minecraft world blocksskillEngineeringL2
minecraft-socketedit · Surgical edits to Minecraft socket structures without full world reload.
Surface Claude Code feature releasesskillProductivityL1
2473-whats-new_6a65e564 · Extracts feature highlights and migration paths from verbose release docs.
Design electrical power distribution systemsskillEngineeringL1
pie-power-systems · When pie power systems requires code-compliant design and professional verification.
Generate engineering simulation inputsskillEngineeringL2
simulation-bridge · When simulation bridge requires code-compliant design and professional verification.
Analyze thermal loads and cooling designskillEngineeringL1
pie-thermal-engineering · When pie thermal engineering requires code-compliant design and professional verification.
Teach holomorphic dynamics and fractalsskillEngineeringL1
holomorphic-dynamics · When holomorphic dynamics guidance needs expert judgment beyond generic alternatives.
Map agent SDK patterns to AlloyskillEngineeringL1
2938-equivalence_6271e1c3 · When 2938 equivalence_6271e1c3 guidance needs expert judgment beyond generic alternatives.
Apply Gaussian regularization to embeddingsskillDataL2
sigreg · When sigreg guidance needs expert judgment beyond generic alternatives.