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• operational-excellenceDashboards, alarms, and runbooks that make a service operable. Covers latency, error rate, availability, throu
• operational-expert-tool-uiOperational expert tools — used by domain specialists for hours every day — require a different design approac
• operational-hydrologistDomain expert reviewer representing operational hydrologists in Central Asia, Nepal, Switzerland, and the Cauc
• operational-readiness-reviewThe ORR process — a self-assessment checklist covering monitoring, alarming, runbooks, on-call, scaling, secur
• operational-riskGuide identification, measurement, and management of operational risk in trading and brokerage operations. Use
• operationalizeDistill repeated, evidence-backed expertise
• operationsOperations excellence expertise for supply chain optimization, process improvement (Lean, Six Sigma), capacity
• operations-and-leanOperations management and lean production techniques for turning inputs into outputs under variability. Covers
• operations-auditConducts a comprehensive small business operations audit across 8 functional areas: sales, marketing, finance,
• operations-managerExpert-level Operations Manager skill covering process optimization, supply chain management, lean operations,
• operator-theoryProblem-solving strategies for operator theory in functional analysis
• operators-and-crdsCovers extending Kubernetes with CustomResourceDefinitions and controllers — the reconciliation pattern, a CRD
• opnsenseOPNsense firewall + router for the SecretCon lab, deployed as a Proxmox VM in front of vmbr1
• opp-repl-ai-workflowsEnd-to-end recipes for an AI agent working with opp_repl via its MCP server or shell tools — investigate a reg
• opp-repl-chart-testsDetect visual regressions in result-analysis charts. run_chart_tests renders charts from current results and c
• opp-repl-cli-toolsUse the opp_repl shell wrappers (opp_build_project, opp_run_simulations, opp_run_*_tests, opp_update_*_test_re
• opp-repl-comparing-simulationsCompare simulation results between two projects or two git commits using opp_repl. compare_simulations / compa
• opp-repl-conceptsMental model for opp_repl — the object hierarchy (SimulationWorkspace -> OmnetppProject + SimulationProject ->
• opp-repl-coverage-reportsGenerate C++ line-coverage reports from simulation runs using opp_repl's `coverage` build mode and LLVM covera
• opp-repl-feature-and-release-testsComprehensive test suites — feature tests verify builds with different optional feature combinations, release
• opp-repl-filteringThe shared filter vocabulary used by EVERY opp_repl function that selects simulation configs or tasks — regex
• opp-repl-fingerprint-testsDetect behavioral regressions using simulation event fingerprints (hash-based). run_fingerprint_tests compares
• opp-repl-github-actionsDispatch GitHub Actions CI workflows from opp_repl. Requires `github` extra, a personal access token at ~/.ssh
• opp-repl-installationInstall opp_repl from PyPI or source, pick the right optional extras (mcp, cluster, chart, optimize, github, i
• opp-repl-mcp-serverConnect an AI agent to opp_repl via its built-in Model Context Protocol (MCP) server. Two transports — a Unix
• opp-repl-module-image-testsDetect visual regressions in OMNeT++ module rendering. capture_module_images renders one image per compound mo
• opp-repl-opp-env-integrationRoute opp_repl's build and run commands through `opp_env run` for OMNeT++ installations managed by the opp_env
• opp-repl-opp-filesWrite .opp project descriptor files that register OMNeT++ installations and simulation projects (INET, Simu5G,
• opp-repl-overlay-buildsOut-of-tree builds with fuse-overlayfs — build a project into a writable overlay layer on top of a read-only s
• opp-repl-overviewSTART HERE. Entry-point skill for opp_repl — the Python REPL, CLI tools, and MCP server for OMNeT++ simulation
• opp-repl-parameter-optimizationFind simulation parameter values that produce desired results using derivative-free optimization (scipy Nelder
• opp-repl-profilingProfile simulation performance using Linux perf and visualize with KDAB Hotspot. open_profile_report / generat
• opp-repl-project-scaffoldingCreate a NEW OMNeT++ project from scratch that works with opp_repl. On current opp_repl (Apr 2026+) this is a
• opp-repl-repl-usageLaunch and drive the opp_repl IPython REPL — CLI flags (--load, -p, --mcp-port, -l), pre-loaded namespace, {na
• opp-repl-result-analysisRead simulation scalar / vector / histogram results from a completed run. On current opp_repl (>= commit 2e683
• opp-repl-running-simulationsBuild projects and run simulations with opp_repl — build_project, run_simulations, get_simulation_tasks, get_s
• opp-repl-sandboxRun opp_repl, simulations, and its MCP server under bubblewrap (bwrap) filesystem isolation with opp_sandbox.
• opp-repl-sanitizer-testsRun simulations built with AddressSanitizer / UBSan instrumentation to catch memory errors and undefined behav
• opp-repl-shared-terminalRun opp_repl inside a shared tmux session with its MCP server exposed, so a human (attached to tmux) AND an AI
• opp-repl-smoke-testsRun smoke tests with opp_repl — the cheapest regression check. run_smoke_tests() verifies that every (or filte
• opp-repl-speed-testsDetect performance regressions by measuring CPU instruction counts with the `profile` build mode and comparing
• opp-repl-ssh-clusterDistribute simulation tasks across multiple machines using Dask over SSH. Requires the `cluster` extra. Covers
• opp-repl-statistical-testsDetect regressions in simulation SCALAR results by comparing against saved baselines. Complementary to fingerp
• opp-repl-tasks-and-resultsThe opp_repl Task/Result object model — SimulationTask, TestTask, UpdateTask, BuildTask, CompareSimulationsTas
• opp-repl-troubleshootingDecode opaque opp_repl errors into actionable fixes. Maps every common failure mode ("Building X failed", exit
• opportunity-awarenessTriggers after completing substantive work (finishing a todo, returning from subagent, applying non-obvious co
• opportunity-definitionUse when performing opportunity identification, opportunity assessment, or product opportunity definition. Int
• opportunity-frameworkIdentify, score, and prioritise design opportunities against impact and effort. Use when there are more ideas
• opportunity-mappingMap opportunities using Teresa Torres' Opportunity Solution Trees. Use when asked to identify opportunities, f
• opportunity-orchestratorUse when a complete opportunity identification and definition workflow is needed. Orchestrates opportunity-def
• opportunity-rankerRank, prioritize, or compare PhD opportunities by fit, funding, research impact, and admission probability so
• opportunity-solution-treeUse when you need to ensure every feature in the backlog connects to a measurable business outcome — applies T
• opportunity-solution-treesApply Opportunity Solution Trees (OST) by Teresa Torres to connect outcomes
• opportunity-trackerManage job and contract opportunity records. Trigger when the user asks to add an opportunity, update an appli
• opquast-digital-qualityApply the Opquast Digital Quality Framework (245 rules, 14 categories) when building, reviewing, or auditing w
• ops(forwward) Writes operational artifacts for non-technical and cross-functional teams — SOPs, process docs, run
• ops-browserUse when directly operating or verifying a specified page, capturing same-state selected-source/runtime visual
• ops-clientUse when directly operating or verifying a specified real desktop client, or gathering evidence for an isolate
• ops-cost-optimizationAudits SaaS/PaaS, cloud commitment, and AI/LLM costs across Vercel, Supabase, AWS, and Cloudflare. Use when an
• ops-devops-platformDesigns DevOps and platform engineering systems. Use when planning Kubernetes, Terraform, GitOps, CI/CD, obser
• ops-incident-responseGuides incident response from detection through postmortem. Use when designing on-call runbooks, triaging prod
• ops-inspectorAIOps-style one-click inspection skill for CloudBase resources. Use this skill when users need to diagnose err
• ops-nuke-cicdDesigns and troubleshoots NUKE-based CI/CD pipelines for .NET services. Use when refactoring target graphs, sp
• ops-planForecast patient demand vs provider supply, identify scheduling bottlenecks, model capacity scenarios, and fla
• ops-publish-to-ametystPublish local .claude skills/loops to Ametyst — verbatim, flattened, no brain rewrite; optional retire-local (
• ops-reportScheduled daily executive operations report for a parcel fulfillment network. Auto-pulls shipment-container an
• ops-root-causeAnalyze an operational problem to find systemic root cause and design an intervention — stops the team from fi
• ops-supply-chainThe primary supply-chain analyst role for Northwind Logistics. Owns carrier on-time-delivery (OTD), lane cost
• opslane/opslaneVerification Layer for Claude Code
• opsx-verify-changeVerify implementation matches change artifacts. Use when the user wants to validate that implementation is com
• optim-agentUse when the user wants to optimize configurable system parameters against a measurable scalar objective, espe
• optimise-seoOptimises SEO and technical foundations for Next.js App Router apps, covering sitemaps, robots, meta tags, str
• optimization-suggestSuggest concrete optimizations for Claude Code usage based on historical session data. Covers cost reduction,
• optimizeDiagnoses and fixes UI performance across loading speed, rendering, animations, images, and bundle size. Use w
• optimize-approachReviews whether a change takes the most optimal approach for its stated intent and, when it does not, research
• optimize-claude-mdAudits CLAUDE.md files (root, nested, `.claude/rules/*.md`) for context bloat and emits ranked suggestions acr
• optimize-clickhouse-sqlOptimize slow queries, analyze SQL performance, and collect evidence for expensive workloads.
• optimize-for-gpuGPU-accelerates scientific Python on NVIDIA hardware and verifies that the result is correct and faster. Use f
• optimize-loopUse when the user wants to iteratively improve an artifact under a hard correctness bound while minimizing a m
• optimize-mock-dataOptimizes a directory of structurally-related JSON / JSONL mock fixtures by inferring a shared schema, detecti
• optimize-networkSafely diagnose and improve local network speed, latency, jitter, DNS, Wi-Fi, Ethernet, macOS network services
• optimize-pipelineOptimize Harness CI/CD pipeline performance via MCP. Configure parallel test execution with Test Intelligence,
• optimize-promptsUse this to improve a prompt systematically instead of hand-tweaking it by feel. Trigger on "optimize my promp
• optimize-runner-usageAdd paths-ignore, concurrency groups, and timeout-minutes to existing GitHub Actions workflows. Use when the u
• optimize-searchImprove technical SEO, organic search performance, and answer-engine visibility. Use for SEO audits, keyword o
• optimize-skillImprove a skill until it measurably pays off — the loop that benchmarks a skill, reads where it fails, edits i
• optimize-skill-contextFree up Claude Code's skill-description budget by setting SLASH_COMMAND_TOOL_CHAR_BUDGET=1. Skills become name
• optimizerFind bottlenecks and unnecessary work, then improve speed, memory, and scalability with measured, behavior-pre
• optimizingUse when optimizing a bundle-plugin or single skill — improving descriptions, reducing tokens, fixing audit fi
• optimizing-attention-flashOptimizes transformer attention with Flash Attention for 2-4x speedup and 10-20x memory reduction. Use when tr
• optimizing-costsOptimize cloud infrastructure costs through FinOps practices, commitment discounts, right-sizing, and automate
• optimizing-ef-core-queriesOptimize and improve the performance of slow Entity Framework Core (EF Core) queries: make them generate less
• optimizing-instructionsUse when instruction files (skills, prompts, CLAUDE.md) are too long or need token reduction while preserving
• optimizing-lazy-layoutsUse this skill to fix scroll jank, lost item state, and broken animateItem() animations in LazyColumn, LazyRow
• optimizing-performanceAnalyzes and optimizes application performance across frontend, backend, and database layers. Use when diagnos
• optimizing-query-by-idOptimizes Snowflake query performance using query ID from history. Use when optimizing Snowflake queries for:
• optimizing-query-textOptimizes Snowflake SQL query performance from provided query text. Use when optimizing Snowflake SQL for: (1)
• optimizing-skillsDisciplined, validation-gated revision of an EXISTING skill so each edit is a measured improvement rather than
• optimizing-sqlOptimize SQL query performance through EXPLAIN analysis, indexing strategies, and query rewriting for PostgreS
• optimus-primeGenerates a Claude Code configuration tailored to a specific project. Use whenever the user wants to prime a p
• optimus-prime-carosiaSecurity monitoring agent for Claude Skills and MCP servers. v2 adds a real-time protection layer (PreToolUse
• optin-funnelBuilds a 2-page opt-in / lead generation funnel. Captures email addresses in exchange for a lead magnet (PDF,
• option-chainGet option chain data including calls and puts with strikes, bids, asks, volume, open interest, and implied vo
• optionsRe-surface whatever direction decision is currently pending as tappable multiple-choice instead of prose, then
• options-comparatorStructured comparison of competing options with weighted scoring matrices, trade-off analysis, decision framew
• options-flow-analyzer6 Claude Code skills for individual investors: options flow scanner (lottery-call filter), stop-loss monitor,
• options-payoffGenerate an interactive options payoff curve chart with dynamic parameter controls. Use this skill whenever th
• options-strategyUse when analyzing or constructing an options position. Covers the greeks in practical terms, implied volatili
• options-strategy-advisorOptions trading strategy analysis and simulation tool. Provides theoretical pricing using Black-Scholes model,
• opus-4-5-migrationMigrate prompts and code from Claude Sonnet 4.0, Sonnet 4.5, or Opus 4.1 to Opus 4.5. Use when the user wants
• opus-4-7-migrationScan a repository for Opus-4.6-era patterns that break or degrade on Opus 4.7 — fixed-budget Extended Thinking
• opus-clipThe OpusClip craft skill — turn long video (podcasts, webinars, interviews, streams) into publishable short cl
• opus-compatibility-scannerWhen the user asks for a 4.6 / 4.7 compatibility scan, run this skill rather than improvising the analysis. Co
• opus-extended-thinkingUse Claude's extended/adaptive thinking for deep reasoning, complex analysis, and multi-step synthesis — both
• oracleUse the @steipete/oracle CLI to bundle a prompt plus the right files and get a second-model review (API or bro
• oracle-adkBuild production agentic applications on OCI with Oracle's Agent Development Kit — multi-agent orchestration,
• oracle-agent-specDesign framework-agnostic AI agents with Oracle's Open Agent Specification for portable, interoperable agents
• oracle-ai-architectDeep reference for Oracle AI architecture with end-to-end technical implementations. Use when architecting Ora
• oracle-confidentialityEnforce confidentiality across Oracle deliverables — pre-delivery audits, codename enforcement, and content sa
• oracle-database-expertExpert Oracle Database engineering across Oracle Database 23ai, Autonomous Database, SQL/PLSQL tuning, AI Vect
• oracle-debugDisciplined debugging methodology. Triggers on bug reports, test failures, "debug this", "diagnose this", unex
• oracle-domain-modellingBuild and sharpen a project's domain model. Use when the user wants to pin down domain terminology or a ubiqui
• oracle-grill-meGrill the user relentlessly about a plan, decision, or idea, maintaining the project's domain model (CONTEXT.m
• oracle-solution-designOrchestrate complete OCI solution designs with parallel agents and quality gates, producing Solution Design Do
• oracle/skillsOracle Skills is a curated, open-source collection of practical, installable skills for working with Oracle te
• oracledbUse these skills to manage and monitor Oracle databases by executing SQL statements, exploring schema metadata
• oraios/serenaA powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your a
• oral-english-practiceLong-term spoken-English coaching tracker. This skill should be used whenever the user pastes an English speak
• oral-history-master口述史"整理稿"生成系统（Pass 1 去口语化）。将录音转写稿通过"方针师→整理者→质量门" 多角色协作，按口述史方法论转换为忠实、可读、可供受访人审阅签字的整理稿，并配套 人工复核包。专为长文（10 万字级）设计：分
• oral-history-quality-guardoral-history-master 的配套质量门：交付前对整理稿做**对抗式忠实度审计**。 对照原始转写逐句核查：是否捏造、是否伪造确定性、是否圆场矛盾、是否抹掉方言/个性、 ⚠ 是否该标尽标、专名是否全篇统一。产
• oral-sentence-model生成地道英语口语"句模"（Sentence Model）——围绕一个话题提供6个高频提问+12句母语级长句，标注词伙、句型、观点，支持拆解复用、跨话题联动和复述法练习。五大能力：(1)生成句模——"帮我生成一个关于旅行的
• orangeo-ai-visibility-skillAudit brand AI visibility readiness and prepare OranGEO-style GEO, AEO, LLM SEO, and AI search optimization ac
• orb-webhooksReceive and verify Orb webhooks. Use when setting up Orb webhook handlers, debugging Orb signature verificatio
• orbitRunning autonomous loops for nexus-autoloop. Generates script sets from goals, designs operation contracts, au
• orbit-generalOpen Orbit briefing skill — selected by the Orbit pipeline when the user has two or more connectors connected.
• orbit-githubOpen Orbit briefing skill — selected by the Orbit pipeline when GitHub is the user's only connected connector,
• orbit-gmailOpen Orbit briefing skill — selected by the Orbit pipeline when Gmail is the user's only connected connector,
• orbit-linearOpen Orbit briefing skill — selected by the Orbit pipeline when Linear is the user's only connected connector,
• orbit-notionOpen Orbit briefing skill — selected by the Orbit pipeline when Notion is the user's only connected connector,
• orbit-promptUniversal prompt for deterministic AI behavior analysis and improvement. Analyzes tasks for inefficiencies and
• orbital-hud-motionCreate tasteful circular/orbital HUD and aura animations around a Blender subject using source-derived arcs, d
• orbital-mechanicsClassical orbital mechanics from Kepler to Hohmann. Covers the six orbital elements, Kepler's three laws, vis-
• orbstack-cliCommand reference and recipes for driving OrbStack from the terminal on macOS: the orb/orbctl CLI for Linux VM
• orcaComplete guide for Orca - Solana's leading concentrated liquidity AMM (CLMM). Covers Whirlpools SDK for swaps,
• orca-account-healthCloud account coverage and sync-health audit — lists every connected cloud account, sync status, scanner deplo
• orca-alert-triageAnalyzes Orca Security alerts with timeline visualization, risk assessment, and progressive disclosure. Use wh
• orca-asset-profileFull 360° security profile of any cloud asset — alerts, attack paths, compliance, permissions, exposure, sensi
• orca-cloud-cost-optimizerCloud cost optimization analysis using Orca Security asset data. Discovers all cloud assets (AWS, GCP, Azure)
• orca-compliance-gapDeep-dive compliance gap analysis for any framework — failing controls ranked by impact, quick wins, account b
• orca-config-originTraces any Orca alert back to who deployed it, what tool was used, what introduced the issue, and a full timel
• orca-custom-frameworkCreates custom compliance frameworks from existing frameworks, alert lists, or security themes — organizes con
• orca-cve-blast-radiusCVE blast-radius analysis — given a single CVE-ID, find every affected asset across all accounts, rank by real
• orca-data-exposureDSPM view — sensitive data at risk across the environment, exposed secrets/PII/credentials, data store securit
• orca-exposure-mapExternal attack surface mapping — internet-facing assets ranked by risk, exposed ports/services, and attacker'
• orca-identity-reviewAnalyzes any cloud identity for overprivileged access, actual usage patterns, lateral movement risk, and least
• orca-impact-analysisAnalyzes the full impact of fixing an Orca alert — what closes, what breaks, and what the environment looks li
• orca-investigateCDR-powered incident investigation — traces actor activity, builds session timelines, maps MITRE ATT&CK techni
• orca-k8s-connector-troubleshootDiagnoses Kubernetes Connector (K8s Tunnel Client / Helm chart `orca-tunnel`) install and connectivity failure
• orca-morning-briefingDaily security briefing summarizing new critical alerts, attack paths, compliance drift, exposure changes, and
• orca-supply-chain-exposureSupply chain exposure check — given a list of suspect packages (e.g. an MDR advisory like the @antv/* npm camp
• orch-build-fixDiagnose and fix build or test failures with minimal targeted changes
• orch-docsSynchronize documentation with code changes
• orch-e2eGenerate and run end-to-end tests for critical flows
• orch-handoffGenerate a session wrap summary documenting state, decisions, and recommended next steps
• orch-panelInvoke a Panel of Experts review on any artifact — code, architecture, plans, repos, or documentation
• orch-planCreate an approval-gated implementation plan with phased tasks and acceptance criteria
• orch-refactorDead code cleanup and refactoring without behavior changes
• orch-researchResearch top repos for a user-supplied topic with expert panel evaluation and presentation packaging
• orch-reviewTrigger code review workflow with risk detection and reviewer routing
• orch-statusReview current operational state and surface blockers, constraints, or pending actions
• orch-tasksList open tasks with priorities, status, and acceptance criteria
• orch-tddUse when implementing a feature via test-driven development - write a failing test first, get to green with th
• orch-verifyCapture verification evidence for the current task by running tests and logging results
• Orchestra-Research/AI-Research-SKILLsComprehensive open-source library of AI research and engineering skills for any AI model. Package the skills a
• orchestrateUse this skill when orchestrating multi-agent work at scale - research swarms, parallel feature builds, wave-b
• orchestrate-multi-repo-sdksUse when each language SDK lives in a separate repository. Covers cross-repo workflow dispatch, PR status repo
• orchestrate-multi-target-sdksUse when generating SDKs for multiple languages from a single OpenAPI spec, or multiple SDK variants from diff
• orchestrate-reviewReview all orchestration PRs before merge - per-PR checks, cross-PR consistency, and coordinated approval
• orchestrated-executionExecute work units through the rigorous 4-phase Metaswarm cycle (Implement -> Validate -> Adversarial Review -
• orchestrating-adversarial-reviewsMulti-agent adversarial-verification orchestration for high-confidence conclusions. Fan-out finders, then veri
• orchestrating-agentsOrchestrates parallel API instances, delegated sub-tasks, and multi-agent workflows with streaming and tool-en
• orchestrating-diagrams-for-understandingUse when refining, reviewing, or extending the diagram-selection rules that support `diagram-first-system-unde
• orchestrating-fusionCoordinates a strong read-only lead with a cheaper implementation executor. Use for non-trivial coding tasks t
• orchestrating-llm-attacks-with-pyritBuild multi-turn, Crescendo, and Tree-of-Attacks-with-Pruning (TAP) automated attack chains against conversati
• orchestrating-skillsSkill-aware orchestration with context routing. Decomposes complex tasks into skill-typed subtasks, extracts t
• orchestrating-swarmsCoordinate multi-agent swarms for parallel and pipeline workflows. Use when coordinating multiple agents, runn
• orchestrationTo delegate, prompt and manage subagents. MUST activate to spawn subagent with a quality prompt. MANDATORY unl
• orchestration-commandsRegistry and index of all orchestration command skills
• orchestration-envelopeInternal contract of the agentic-workflow pack: the machine envelope — the fixed JSON block an external orches
• orchestration-frameworkCore orchestration framework for model-agnostic multi-agent workflows with handoff protocol, policy governance
• orchestration-patternsAgentic orchestration patterns for long-running tasks. Implements evidence-based delivery and iterative agent
• orchestration-schemasJSON schemas for agent definitions, workflow configurations, and orchestrator settings
• orchestration-skill-creatorCreates multi-phase orchestration skills that spawn subagents. Use when you want to build a new workflow that
• orchestration-teamOperating manual for the orchestration pod. Covers lead vs peer roles, monitoring with rig commands, permissio
• orchestratorProduct management skills for Claude Code. 8 plugins, 35 skills, one-line install. Customer discovery that ver
• orchestrator-contractMUST activate when you ARE an orchestrator — you are the top-level agent, you spawn subagents, you delegate wo
• orchestrator-executorCoordinate large, long-running, parallel, architecture-sequenced, or isolated-worktree tasks with a cost-consc
• orchestrator-modeUse at session start in the Darkish Factory repo to prime as the pipeline orchestrator (host mode). Loads the
• orchestrator-suitUse when you are the orchestrator session driving role-shaped subharness children. Loads when the orchestrator
• order-lifecycleGuide the design and implementation of order lifecycle management in trading systems. Owns FIX application-lay
• order-management-advisorManage the advisor trade lifecycle from order entry through settlement, covering block trading, allocation, pr
• ordered-streaming-tool-executionBuffer and execute streaming tool calls with concurrency awareness so results appear in request order even whe
• ordering-modifier-chainsUse this skill to diagnose and fix Jetpack Compose Modifier ordering bugs — wrong paint region for background,
• org-attack-surfaceOrg-grade attack-surface mapping: given a company's legal identity, discover its ENTIRE owned internet footpri
• org-designHelp users design high-performing product and engineering organizations by choosing the right reporting models
• org-devOrganizational Development Manager (R31): guides the subject from an organizational change request (self/team/
• org-healthDiagnose organizational health against Brian Chesky's framework. Detects the division → politics → bureaucracy
• org-health-diagnosticCross-functional organizational health check scoring 8 dimensions on a traffic-light scale. Use when assessing
• org-planningHeadcount planning, org design, and team structure optimization. Trigger with "org planning", "headcount plan"
• org-skills-management-overviewSummarize how Claude skills can be deployed and managed in organizations, including admin provisioning, partne
• org.agenticsubstrate/agentic-substrateAgents earn non-transferable reputation: register, claim expertise, bid on jobs, deliver.
• org.americandefault/researchRead-only MCP for U.S. household distress: 96 indicators, ADI composite, 3,144 counties.
• org.aquaview/aquaview-mcpAQUAVIEW MCP Server - Search and access global oceanographic and environmental datasets.
• org.benevolabs/irenictableCollaborative whiteboard MCP server — create objects, connectors, C4 diagrams, and manage boards
• org.duckdns.cryptogenesis/safe-agentOpen bounty protocol for AI agents. 22 tools: token safety scans + paid missions. 0.5% fee.
• org.gdacs/apiAn MCP server that through www.gdacs.org provides access to web‐based disaster information systems.
• org.globalexchangerates/exchange-ratesOfficial exchange rates from central banks: latest & historical rates plus currency conversion.
• org.huettentouren/toursHut-to-hut hiking tours in the Alps with live availability from multiple booking systems.
• org.io-aerospace/mcp-serverMCP server for aerospace calculations: orbital mechanics, ephemeris, DSN operations, ...
• org.lightpaper/lightpaper-mcpAPI-first publishing platform. Publish markdown as permanent web pages with quality scoring.
• org.machupicchu/wonders-mcpRead-only MCP for heritage travel: search 500+ UNESCO destinations by region and intent.
• org.memoryapi/aiAI/ML research papers from arXiv, DBLP, and HuggingFace
• org.memoryapi/arbCross-exchange arbitrage opportunities and funding rate signals
• org.memoryapi/bioBiomedical data: compounds, drug info, and molecular targets
• org.memoryapi/clinicalClinical trial search and status from ClinicalTrials.gov
• org.memoryapi/contractsUS federal contracts, grants, and spending awards
• org.memoryapi/cronSchedule and manage recurring or one-shot tasks
• org.memoryapi/defiDeFi protocol data: TVL, yield pools, and cross-chain analytics
• org.memoryapi/econUS macroeconomic data: inflation, jobs, GDP, energy, and Treasury yields
• org.memoryapi/fecFEC campaign finance data: candidate fundraising, donors, and spending
• org.memoryapi/filingSEC filings, insider trades, and earnings data
• org.memoryapi/flightLive flight departures and airport information
• org.memoryapi/foodFood and nutrition data: search, macros, and comparisons
• org.memoryapi/geoGeocoding, weather forecasts, and timezone lookups
• org.memoryapi/globalGlobal economic data from World Bank and OECD
• org.memoryapi/healthHealth data: NIH grants, WHO statistics, and genetic variants
• org.memoryapi/intelLLM provider intelligence: recommendations, pricing, and status
• org.memoryapi/legalUS legal case search: court decisions and company litigation history
• org.memoryapi/marketReal-time stock quotes, market indices, and institutional holdings
• org.memoryapi/monitorEcosystem monitoring: service status and x402 activity metrics
• org.memoryapi/nasaNASA data: near-Earth objects, space weather, and astronomy pictures
• org.memoryapi/newsReal-time news and trending topics from major sources
• org.memoryapi/patentPatent search and company IP portfolio data
• org.memoryapi/predictPrediction market data and crowd-sourced probability forecasts
• org.memoryapi/propertyUS real estate data: home prices, rents, and market trends
• org.memoryapi/repAgent reputation registry: check, register, and endorse AI agents
• org.memoryapi/researchAcademic research search across PubMed and arXiv
• org.memoryapi/timeCurrent time by timezone, astronomy events, and moon phases
• org.pinnacleblooms/askNon-diagnostic child-development knowledge by Pinnacle Blooms: search, milestones, ICF crosswalk.
• org.runlog/runlogVerified registry of third-party-system knowledge — the external-dependency layer for agent memory.