Browse Skills — Page 207
32,504 public skills · showing 20,601–20,700
- 100/100
opensea-swaps
BankrBot/skills
API key for all OpenSea services
- 20/100
opensea-tool-sdk
BankrBot/skills
RPC URL for Base mainnet (default https://mainnet.base.org)
- 70/100
opensea-wallet
BankrBot/skills
Bankr API key for HTTP-based agent wallet signing
- 100/100
openshell-policy-advisor
anthropics/claude-quickstarts
Use when an OpenShell sandbox returns policy_denied, mentions policy.local, or needs a narrow network policy proposal.
- 100/100
opensource-guide-coach
xixu-me/skills
Use when a user wants guidance on starting, contributing to, growing, governing, funding, securing, or sustaining an open source project, or asks about contributor onboarding, community health, maintainer burnout, code of conduct, metrics, legal basics, or open source project adoption.
- 100/100
opensource-pipeline
affaan-m/ECC
Open-source pipeline: fork, sanitize, and package private projects for safe public release. Chains 3 agents (forker, sanitizer, packager). Triggers: '/opensource', 'open source this', 'make this public', 'prepare for open source'.
- 100/100
openspec-apply
partme-ai/full-stack-skills
Implement tasks from the change using `/opsx:apply`, working through the task list and checking off items. Use when the user says "implement", "apply the change", "/opsx:apply", or "start coding from tasks".
- 100/100
openspec-apply-change
Chorus-AIDLC/Chorus
Implement tasks from an OpenSpec change. Use when the user wants to start implementing, continue implementation, or work through tasks.
- 100/100
openspec-archive
partme-ai/full-stack-skills
Archive a completed change with `/opsx:archive`, merging delta specs into main specs and preserving the change for history. Use when the user says "archive the change", "finish up", "/opsx:archive", or "mark this change as done".
- 100/100
openspec-archive-change
Chorus-AIDLC/Chorus
Archive a completed change in the experimental workflow. Use when the user wants to finalize and archive a change after implementation is complete.
- 100/100
openspec-aware
Chorus-AIDLC/Chorus
Opt-in OpenSpec-mode authoring for Chorus PM workflows in Codex. Detects the local `openspec` CLI, scaffolds `openspec/changes/<slug>/` on disk, and mirrors Markdown files into Chorus document drafts via the `chorus-mcp-call.sh` wrapper. Required reading for the proposal, develop, and yolo skills whenever the user has the `openspec` CLI installed.
- 100/100
openspec-bulk-archive
partme-ai/full-stack-skills
Archive multiple completed changes at once with `/opsx:bulk-archive`, handling spec conflicts between changes. Use when the user says "archive all changes", "bulk archive", "/opsx:bulk-archive", or has multiple completed changes.
- 100/100
openspec-config
partme-ai/full-stack-skills
Configure OpenSpec project settings and global CLI configuration using `openspec/config.yaml` and `openspec config` commands. Use when the user says "configure OpenSpec", "project config", "add project context", or wants to set per-artifact rules.
- 100/100
openspec-continue
partme-ai/full-stack-skills
Create the next artifact in the dependency chain with `/opsx:continue`, building up a change incrementally. Use when the user says "continue the change", "create next artifact", "/opsx:continue", or wants step-by-step artifact creation.
- 100/100
openspec-explore
Chorus-AIDLC/Chorus
Enter explore mode - a thinking partner for exploring ideas, investigating problems, and clarifying requirements. Use when the user wants to think through something before or during a change.
- 100/100
openspec-ff
partme-ai/full-stack-skills
Fast-forward through artifact creation with `/opsx:ff`, generating all planning artifacts (proposal, specs, design, tasks) at once. Use when the user says "fast forward", "create all artifacts", "/opsx:ff", or has a clear picture of what to build.
- 100/100
openspec-initial
partme-ai/full-stack-skills
Run `openspec init` to initialize OpenSpec in a project directory, creating the openspec/ folder structure and configuring AI tool integrations. Use when the user says "initialize OpenSpec", "openspec init", or "set up OpenSpec in this project".
- 100/100
openspec-install
partme-ai/full-stack-skills
Install the OpenSpec CLI globally via npm, pnpm, yarn, bun, or nix. Use when the user says "install OpenSpec", "set up OpenSpec", or "openspec command not found".
- 100/100
openspec-new
partme-ai/full-stack-skills
Start a new OpenSpec change with `/opsx:new`, creating a change folder with metadata and scaffolding. Use when the user says "start a new change", "new feature", "/opsx:new", or "create an OpenSpec change".
- 100/100
openspec-onboard
partme-ai/full-stack-skills
Guided onboarding through the complete OpenSpec workflow using `/opsx:onboard`, walking the user through a real change in their codebase. Use when the user says "onboard me", "tutorial", "/opsx:onboard", "how does OpenSpec work", or is new to OpenSpec.
- 100/100
openspec-propose
Chorus-AIDLC/Chorus
Propose a new change with all artifacts generated in one step. Use when the user wants to quickly describe what they want to build and get a complete proposal with design, specs, and tasks ready for implementation.
- 100/100
openspec-schema
partme-ai/full-stack-skills
Create and manage custom workflow schemas using `openspec schema init/fork/validate/which`. Use when the user says "create a custom workflow", "custom schema", "fork a schema", or wants to define their own artifact types and dependencies.
- 100/100
openspec-sync
partme-ai/full-stack-skills
Sync delta specs from a change into main specs using `/opsx:sync`, without archiving the change. Use when the user says "sync specs", "merge specs to main", "/opsx:sync", or needs to update main specs mid-change.
- 100/100
openspec-update
partme-ai/full-stack-skills
Run `openspec update` to regenerate AI tool instruction files after upgrading the OpenSpec CLI. Use when the user says "update OpenSpec", "openspec update", or "refresh OpenSpec skills/commands".
- 100/100
openspec-verify
partme-ai/full-stack-skills
Validate that implementation matches change artifacts using `/opsx:verify`, checking completeness, correctness, and coherence. Use when the user says "verify implementation", "check my work", "/opsx:verify", or wants quality validation before archiving.
- 100/100
opensrc
vercel-labs/opensrc
Fetch dependency source code to give AI agents deeper implementation context. Use when the agent needs to understand how a library works internally, read source code for a package, fetch implementation details for a dependency, or explore how an npm/PyPI/crates.io package is built. Triggers include "fetch source for", "read the source of", "how does X work internally", "get the implementation of", "opensrc path", or any task requiring access to dependency source code beyond types and docs.
- 70/100
openstack-backup
Tibsfox/gsd-skill-creator
OpenStack backup operations skill for protecting cloud infrastructure through systematic backup strategies and disaster recovery procedures. Covers database backups (MariaDB full and incremental with mariabackup), configuration backups (globals.yml, inventory, Fernet keys), volume snapshots (Cinder LVM snapshots), image exports (Glance), instance snapshots (Nova), backup encryption (GPG/OpenSSL), retention policies (daily/weekly/monthly rotation), restore procedures (database point-in-time recovery, service rebuild), RPO/RTO planning, and disaster recovery drills. Use when planning backup strategy, scheduling automated backups, testing restore procedures, or executing disaster recovery.
- 100/100
openstack-capacity
Tibsfox/gsd-skill-creator
OpenStack capacity planning operations skill for resource planning, quota management, and scaling decisions. Covers compute capacity (allocation ratios, vCPU/RAM utilization, host aggregates, availability zones), storage capacity (Cinder pool sizing, thin provisioning, Glance storage, Swift rings), network capacity (floating IP pools, port quotas, subnet sizing), project quota management (templates for small/medium/large profiles), flavor sizing strategy, utilization analysis with placement service, growth forecasting from historical metrics, and right-sizing recommendations for underutilized resources.
- 100/100
openstack-cinder
Tibsfox/gsd-skill-creator
OpenStack Cinder block storage service. Provides persistent volume management for cloud instances including volume creation, snapshots, backups, LVM/iSCSI backend, volume types with QoS, encryption (LUKS), volume migration, and multi-backend support. Use for deploying, configuring, operating, and troubleshooting OpenStack block storage.
- 95/100
openstack-glance
Tibsfox/gsd-skill-creator
OpenStack Glance image service skill for deploying, configuring, operating, and troubleshooting the VM image registry. Covers image upload/download, format management (qcow2, raw, vmdk, vhd, iso), backend storage selection (file, swift, ceph), image import methods (web-download, glance-direct, copy-image), metadata management, property protections, image sharing between projects, snapshot lifecycle, image caching, and storage usage monitoring. Use when deploying Glance via Kolla-Ansible, managing VM images, converting image formats, or troubleshooting image upload failures.
- 100/100
openstack-heat
Tibsfox/gsd-skill-creator
OpenStack Heat orchestration service skill. Use when working with HOT templates, stack lifecycle management, auto-scaling groups, nested stacks, resource type registry, template validation, or infrastructure-as-code patterns within OpenStack. Covers deployment via Kolla-Ansible, template authoring, stack operations, and troubleshooting common orchestration failures.
- 80/100
openstack-horizon
Tibsfox/gsd-skill-creator
OpenStack Horizon web dashboard skill. Use when deploying, customizing, or troubleshooting the OpenStack web UI. Covers panel customization, session management, multi-domain support, theme branding, TLS configuration, and common dashboard failure modes including login issues, missing panels, and static asset problems.
- 90/100
openstack-keystone
Tibsfox/gsd-skill-creator
OpenStack Keystone identity service skill for deploying, configuring, operating, and troubleshooting the authentication and authorization backbone of an OpenStack cloud. Covers identity management, token lifecycle (Fernet provider with rotation), service catalog registration, RBAC policy customization, domain/project/user hierarchy, federation basics (SAML/OIDC), credential encryption, and endpoint management. Use when deploying Keystone via Kolla-Ansible, managing users and projects, debugging 401 errors, rotating Fernet keys, configuring RBAC policies, or integrating services through the service catalog.
- 100/100
openstack-kolla-ansible
Tibsfox/gsd-skill-creator
Kolla-Ansible deployment engine skill for containerized OpenStack lifecycle management. Use when bootstrapping, deploying, reconfiguring, or upgrading OpenStack environments. Covers globals.yml configuration, inventory management, container operations, rolling upgrades, password management, and troubleshooting deployment failures across all service containers. This is the meta-skill that manages the deployment lifecycle for all OpenStack services.
- 90/100
openstack-kolla-ansible-ops
Tibsfox/gsd-skill-creator
Kolla-Ansible day-2 operations skill for post-deployment infrastructure lifecycle management. Covers service reconfiguration (globals.yml changes, config overrides, prechecks, targeted reconfigure with --tags), minor and major OpenStack upgrades (image pull, upgrade procedure, rollback), container management (restart, logs, health inspection), maintenance mode (compute disable, instance drain, host maintenance), password rotation, certificate renewal, and rolling updates. This skill is for operations after initial deployment -- the kolla-ansible deployment skill covers initial bootstrap and deploy.
- 35/100
openstack-monitoring
Tibsfox/gsd-skill-creator
OpenStack monitoring operations skill for deploying, configuring, and operating the cloud health monitoring stack. Covers Prometheus metric collection and scrape targets, Grafana dashboard provisioning and visualization, Alertmanager notification channels and routing, alerting rules for service health and resource exhaustion, service endpoint health checks, log aggregation strategies, SLA tracking with availability and response time percentiles, and capacity trend analysis from historical metrics. Use when deploying monitoring via Kolla-Ansible, configuring alert thresholds, troubleshooting blank dashboards, tuning noisy alerts, or analyzing cloud performance trends.
- 90/100
openstack-networking-debug
Tibsfox/gsd-skill-creator
OpenStack networking debug operations skill for SDN troubleshooting, packet tracing, and flow analysis. Covers OVS/OVN debugging (ovs-vsctl, ovs-ofctl, ovs-appctl, ovn-nbctl, ovn-sbctl, ovn-trace), security group analysis via OVS flow rules and conntrack, DHCP troubleshooting through namespace inspection and dnsmasq diagnostics, floating IP diagnosis with NAT rule and ARP verification, network namespace inspection (ip netns), MTU chain analysis for overlay networks, DNS resolution debugging, and east-west traffic diagnosis. Use when diagnosing network connectivity failures, tracing packets through the SDN stack, or analyzing flow tables in a running OpenStack cloud.
- 100/100
openstack-neutron
Tibsfox/gsd-skill-creator
OpenStack Neutron software-defined networking service. Provides network abstraction for cloud instances including security groups, floating IPs, DHCP, L3 routing, ML2 plugin architecture with OVN/OVS backends, network namespaces, provider and tenant networks, VXLAN/VLAN/flat network types, and port management. Use for deploying, configuring, operating, and troubleshooting OpenStack networking.
- 100/100
openstack-nova
Tibsfox/gsd-skill-creator
OpenStack Nova compute service skill for deploying, configuring, operating, and troubleshooting cloud compute infrastructure. Covers instance lifecycle management (create/stop/start/reboot/resize/migrate/evacuate), compute scheduling with filters and weights, flavor management, live migration procedures, hypervisor management (KVM/QEMU via libvirt), placement service for resource tracking, CPU pinning, NUMA topology, huge pages, cell mapping, VNC/SPICE console access, and capacity planning. Use when deploying compute via Kolla-Ansible, managing instances, debugging scheduler failures, or planning compute capacity.
- 100/100
openstack-security
Tibsfox/gsd-skill-creator
OpenStack security operations skill for hardening, certificate management, and security posture assessment of cloud infrastructure. Covers TLS certificate lifecycle (generation, deployment, rotation, expiry monitoring), security group management (default deny, minimum required openings), RBAC policy customization (per-service policy.yaml), network segmentation (management vs tenant vs external), audit logging (Keystone CADF events), vulnerability assessment procedures, compliance auditing, intrusion detection patterns, incident response procedures (credential compromise, instance compromise), password rotation, and API rate limiting. Use when hardening OpenStack, managing certificates, auditing security posture, or responding to security incidents.
- 100/100
openstack-swift
Tibsfox/gsd-skill-creator
OpenStack Swift object storage service. Provides S3-compatible distributed object storage with containers, ACLs, ring architecture, eventual consistency, large object support (SLO/DLO), tempURL for unauthenticated access, object versioning, and object expiry. Use for deploying, configuring, operating, and troubleshooting OpenStack object storage.
- 100/100
opentable
obra/muse-skills
Find restaurants on OpenTable, check availability, and make, change, or cancel reservations. Use for restaurant booking and live reservation data.
- 100/100
opentag
amplifthq/opentag
Set up, run, and troubleshoot OpenTag with the published CLI across Slack, GitHub, GitLab, Linear, Lark / Feishu, Codex, Claude Code, OpenClaw, local config, platform credentials, and callback delivery.
- 100/100
opentargets-database
jaechang-hits/SciAgent-Skills
Query Open Targets GraphQL API for target-disease associations, evidence, drug links, safety. Search targets by gene, diseases by EFO ID; scores from 20+ sources, drug mechanisms, tractability. For ChEMBL use chembl-database-bioactivity; for trials use clinicaltrials-database-search.
- 100/100
opentargets-disease-target
InternScience/scp
Retrieve disease-associated targets from Open Targets using disease EFO IDs to identify therapeutic targets.
- 100/100
opentargets-skill
openai/plugins
Submit compact Open Targets Platform GraphQL requests for target, disease, drug, variant, study, and search data, including associated-disease datasource heatmap matrices. Use when a user wants concise Open Targets summaries or per-datasource evidence context
- 100/100
opentelemetry
bobmatnyc/claude-mpm-skills
OpenTelemetry observability patterns: traces, metrics, logs, context propagation, OTLP export, Collector pipelines, and troubleshooting
- 95/100
opentofu
TerminalSkills/skills
>-
- 100/100
opentrons-integration
K-Dense-AI/scientific-agent-skills
Official Opentrons Protocol API for OT-2 and Flex robots. Use when writing protocols specifically for Opentrons hardware with full access to Protocol API v2 features. Best for production Opentrons protocols, official API compatibility. For multi-vendor automation or broader equipment control use pylabrobot.
- 100/100
opentrons-protocol-api
jaechang-hits/SciAgent-Skills
Python API v2 for Opentrons OT-2/Flex liquid handlers: protocols as Python files with metadata and run(); control pipettes, labware, and modules (thermocycler, heater-shaker, magnetic, temperature). Simulate via opentrons_simulate then upload. Use PyLabRobot for vendor-agnostic scripts (Hamilton, Tecan).
- 100/100
opentype-js
TerminalSkills/skills
>-
- 100/100
openviking
TerminalSkills/skills
>-
- 100/100
openvpn
TerminalSkills/skills
>-
- 100/100
openweather-api-automation
ComposioHQ/awesome-claude-skills
"Automate Openweather API tasks via Rube MCP (Composio). Always search tools first for current schemas."
- 100/100
openwiki
langchain-ai/openwiki
Search and read an existing repository OpenWiki when requested or needed to resolve a concrete architecture or dependency uncertainty, or initialize and update one through the resumable page-job lifecycle.
- 100/100
openwiki-agent
Agile-V/agile_v_skills
Uses the Agile-V OpenWiki knowledge layer (agilev wiki) before making changes to an existing repository, and keeps it current after changes. Wraps the external langchain-ai/openwiki CLI with Agile-V validation, freshness tracking, and evidence bundle integration.
- 100/100
openwork-core
different-ai/openwork
Core context and guardrails for OpenWork native app
- 100/100
openwork-debug
different-ai/openwork
Debug OpenWork sidecars, config, and audit trail
- 100/100
openwork-orchestrator-npm-publish
different-ai/openwork
|
- 100/100
operational-anchor-preservation
Tibsfox/gsd-skill-creator
>
- 100/100
operational-risk-assessment
Significant-Gravitas/skills-catalog
Identify, assess, and mitigate operational risks. Trigger with "what are the risks", "risk assessment", "risk register", "what could go wrong", or when the user is evaluating risks associated with a project, vendor, process, or decision.
- 100/100
operational-runbook-writing
Significant-Gravitas/skills-catalog
Create or update an operational runbook for a recurring task or procedure. Use when documenting a task that on-call or ops needs to run repeatably, turning tribal knowledge into exact step-by-step commands, adding troubleshooting and rollback steps to an existing procedure, or writing escalation paths for when things go wrong.
- 100/100
operational-value-designer
github/gh-aw
Design recorded-session outcome metrics using built-ins, isolated JavaScript, or separate-job operational-value Bash. Usage: /operational-value-designer OWNER/REPO WORKFLOW-NAME.
- 100/100
operationalization
yogsoth-ai/de-anthropocentric-research-engine
SOP: 将抽象概念操作化为可测量的指标和方法
- 95/100
operations
notque/vexjoy-agent
Business operations workflows — vendor management, runbooks, process documentation, risk assessment, capacity planning, change management, compliance tracking. Use when reviewing vendors, writing runbooks, documenting processes, assessing risk, planning capacity, or managing change.
- 100/100
operations-and-lean
Tibsfox/gsd-skill-creator
Operations management and lean production techniques for turning inputs into outputs under variability. Covers the Toyota Production System, seven wastes, just-in-time, kanban, jidoka, single-minute die exchange, 5 Whys, value stream mapping, bottleneck theory, and the distinction between mass production and flexible production. Use when diagnosing operational waste, designing production flows, setting up quality systems, or comparing batch-and-queue to one-piece flow.
- 100/100
operations-manager
borghei/Claude-Skills
>
- 100/100
operator-scorecard
aaronjmars/aeon
Weekly plain-language synthesis of agent health + community growth + economic activity — answers "was this week worth it?" in one notification
- 100/100
opponent-archetype-classifier
lyndonkl/claude
Classifies an opposing player, manager, or agent into one of a configurable archetype set using Bayesian inference over observed behavior (roster composition, transaction pattern, lineup moves, trade activity). Domain-neutral scaffold -- callers supply the archetype taxonomy (names, priors, characteristic feature distributions) and observed features; the skill returns a normalized posterior, MAP archetype, classification confidence, feature-contribution breakdown, and best-response hints. Use when modeling opponents, classifying player types, performing Bayesian archetype inference, producing opponent posteriors, or when user mentions opponent archetype, classify opponent, Bayesian archetype inference, player type classification, opponent modeling, or archetype posterior.
- 100/100
opportunity-brief
Significant-Gravitas/skills-catalog
State one opportunity with the user, problem, evidence, options, risks, and unknowns.
- 100/100
opportunity-sizing-and-business-case
Significant-Gravitas/skills-catalog
Use when the user asks how big an opportunity is, names TAM, SAM, or SOM, or needs an investment case for a GTM bet: the sized opportunity with stated math and the case with returns and risks.
- 100/100
opportunity-solution-tree
phuryn/pm-skills
Build an Opportunity Solution Tree (OST) to structure product discovery — map a desired outcome to opportunities, solutions, and experiments. Based on Teresa Torres' Continuous Discovery Habits. Use when structuring discovery work, mapping opportunities to solutions, or deciding what to build next.
- 100/100
ops-automate-a-workflow
Significant-Gravitas/skills-catalog
Use when the user names a manual recurring job, asks whether something can be automated, or hands over an automation idea to size against a real before-after measure.
- 100/100
ops-capacity-and-headcount-plan
Significant-Gravitas/skills-catalog
Use when the user asks whether staffing covers demand across the business, names a hiring target, or hands over workload and team numbers: company-wide headcount planning with scenarios, not support shift scheduling.
- 100/100
ops-controls-and-escalations
Significant-Gravitas/skills-catalog
Use when the user names an operational control to implement, asks who handles what when something breaks, or wants audit or inspection readiness with evidence behind every pass.
- 100/100
ops-govern-a-program
Significant-Gravitas/skills-catalog
Use when the user starts a cross-functional program, names milestones and owners, or asks what is at risk across workstreams and which gate can move.
- 80/100
ops-inspector
TencentCloudBase/CloudBase-AI-Toolkit
AIOps-style one-click inspection skill for CloudBase resources. Use this skill when users need to diagnose errors, check resource health, inspect logs, or run a comprehensive health check across cloud functions, CloudRun services, databases, and other CloudBase resources.
- 100/100
ops-manual-writer
Tibsfox/gsd-skill-creator
Guidance for writing OpenStack operations manual procedures following NASA document standards. Use when authoring per-service procedures, maintenance workflows, or operational documentation that must be verified against running infrastructure.
- 100/100
ops-map-and-improve-a-process
Significant-Gravitas/skills-catalog
Use when the user names a slow, broken, or expensive process, asks where the bottleneck is, or wants a before-after read on a fix that has to hold.
- 100/100
ops-run-the-operating-rhythm
Significant-Gravitas/skills-catalog
Use when the user wants a weekly, monthly, or quarterly business review set up, asks how the business is doing this period, or hands over numbers for a review pack.
- 100/100
ops-scorecard-and-kpis
Significant-Gravitas/skills-catalog
Use when the user asks how operations is doing, hands over numbers for a read, or wants operational KPIs defined with formulas, targets, and owners.
- 100/100
ops-vendor-and-procurement
Significant-Gravitas/skills-catalog
Use when the user names a vendor to evaluate, asks what renews soon, hands over a quote or statement of work, or wants to buy something and needs it approval-ready.
- 100/100
ops-write-an-sop
Significant-Gravitas/skills-catalog
Use when the user names a process to document, hands over notes or a transcript of how it is done, or asks what the standard way of doing something is.
- 55/100
opsgenie
TerminalSkills/skills
>-
- 100/100
optical-frequency-calculation
InternScience/scp
Calculate optical frequency and wavelength relationships for photonics and electromagnetic analysis.
- 100/100
optics_analysis
InternScience/scp
Optical System Analysis - Analyze optical system: calculate photon rate, frequency range, radiation pressure, and electron wavelength. Use this skill for optics tasks involving calculate incident photon rate calculate frequency range calculate radiation pressure electron wavelength. Combines 4 tools from 1 SCP server(s).
- 100/100
optimization-run
yogsoth-ai/de-anthropocentric-research-engine
Execute multi-objective optimization on candidates to produce a Pareto front of non-dominated solutions.
- 100/100
optimize
TheBushidoCollective/han
Optimize code for performance, readability, or efficiency
- 100/100
optimize-agentic-workflow
github/gh-aw
Analyze and reduce token consumption in agentic workflows — guardrail-specific entry points, measurement, and optimization techniques.
- 100/100
optimize-clickhouse-sql
FrankChen021/datastoria
Optimize slow queries, analyze SQL performance, and collect evidence for expensive workloads.
- 100/100
optimize-for-gpu
K-Dense-AI/scientific-agent-skills
GPU-accelerate Python code using CuPy, Numba CUDA, Warp, cuDF, cuML, cuGraph, KvikIO, cuCIM, cuxfilter, cuVS, cuSpatial, and RAFT. Use whenever the user mentions GPU/CUDA/NVIDIA acceleration, or wants to speed up NumPy, pandas, scikit-learn, scikit-image, NetworkX, GeoPandas, or Faiss workloads. Covers physics simulation, differentiable rendering, mesh ray casting, particle systems (DEM/SPH/fluids), vector/similarity search, GPUDirect Storage file IO, interactive dashboards, geospatial analysis, medical imaging, and sparse eigensolvers. Also use when you see CPU-bound Python code (loops, large arrays, ML pipelines, graph analytics, image processing) that would benefit from GPU acceleration, even if not explicitly requested.
- 100/100
optimize-harness
huggingface/ipyh-optimization
Optimize an ipython-harness (ipyh) harness for a suite of tasks (e.g. Harbor tasks) with ipyh-optimize, Harness²-style and without rollouts, playing the INV editor, DOM editor, composer and reflector roles in this session. Use when asked to optimize, tune or improve a harness for a set of tasks or a benchmark, or to build an ipyh harness folder for one.
- 100/100
optimize-prompt-token-efficiency
doodledood/manifest-dev
Iteratively optimizes prompts for token efficiency by maximizing information density - reduces verbosity, removes redundancy, tightens phrasing while preserving semantic content. Use when asked to compress, shorten, reduce tokens, tighten, maximize density, increase information density, or make a prompt more concise.
- 100/100
optimize-seo
MicrosoftDocs/cloud-adoption-framework
Validates SEO metadata quality — description length, title/H1 match, and ms.topic correctness. Use when asked to check SEO or metadata optimization.
- 100/100
optimize-simplicite-logs
github/awesome-copilot
capability to parse Simplicité logs from a raw `.txt` file, filter fields to reduce noise, and output the result as structured JSON.
- 100/100
optimizetests
openclaw/openclaw
Optimize OpenClaw slow tests, imports, misplaced coverage, and CI wall time without dropping coverage.
- 100/100
optimizing-attention-flash
NousResearch/hermes-agent
Optimizes transformer attention with Flash Attention for 2-4x speedup and 10-20x memory reduction. Use when training/running transformers with long sequences (>512 tokens), encountering GPU memory issues with attention, or need faster inference. Supports PyTorch native SDPA, flash-attn library, H100 FP8, and sliding window attention.
- 100/100
optimizing-performance
CloudAI-X/claude-workflow-v2
Analyzes and optimizes application performance across frontend, backend, and database layers. Use when diagnosing slowness, improving load times, optimizing queries, reducing bundle size, or when asked about performance issues.
- 100/100
optimoroute-automation
ComposioHQ/awesome-claude-skills
"Automate Optimoroute tasks via Rube MCP (Composio). Always search tools first for current schemas."
- 100/100
optimum-model-enabler
huggingface/optimum-intel
Add and validate support for a Hugging Face model architecture in the Optimum Intel OpenVINO backend, including exporter configuration, patching, repository tests, and documentation.
Page 207 of 326