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Skill Drop
Week 26, 2026 (June 22 - June 28)
100 skills joined the catalog this week. Connected users got every one automatically.
Business
- Instagram Trend ScoutResearches what is currently working on Instagram for a niche using web search only - no API or login - and returns a structured scouting report of top content, winning Reel and carousel formats, reusable hook patterns, content gaps, and an engagement benchmark with honest confidence labels. Use when someone asks "what's trending on Instagram for my niche", "scout Reels formats for home baristas", "what hooks are working right now", or is starting a weekly content cycle and wants signals before creating. Do NOT use for explaining why trends work in plain language - use trend-educator instead; for drafting the actual post, use instagram-post-builder.
- Trend EducatorTurns a raw Instagram trend-scout report into a plain-language briefing that teaches WHY each trend is working - the algorithm mechanics, audience psychology, and format dynamics behind it - and surfaces specific opportunity angles as a screenshot-ready trend card. Use when someone asks "explain these trends to me", "why is this format blowing up", "turn this trend report into a briefing", or has instagram-trend-scout output and needs to understand it before creating. Do NOT use to gather the trend data itself - use instagram-trend-scout instead; do NOT use to draft the actual post - use instagram-post-builder instead; do NOT use for statistical trend detection in business or product data - use trend-analysis instead.
- Prospecting Funnel MetricsUse when you need to turn outbound prospecting into a measurable, backsolvable funnel instead of guesswork - for quota planning, activity targets, funnel diagnosis, and A/B test sizing. Triggers include "how many emails do I need to send", "backsolve my quota", "what's a good reply rate", "how many meetings per 100 contacts", "my outbound isn't converting", "where is my funnel breaking", "is this A/B test significant", "how many contacts to hit pipeline target", "what activity do I need this week", and "what conversion rates should I expect for cold outbound". Workflow: define the canonical funnel, plug in your real (or benchmark) conversion rates, backsolve required weekly activity from a quota, diagnose which stage is broken, and size tests honestly. Do NOT use for writing the actual messages - use [[cold-email-craft]]; Do NOT use for designing the multi-step cadence itself - use [[outreach-sequence-designer]]; Do NOT use for fixing inbox placement - use [[cold-email-deliverability]].
- Buying Signal & Trigger TrackerUse when you need to decide WHO IN YOUR ICP TO HIT NOW based on timing and trigger events rather than static fit - "who should I reach out to this week", "what's a good reason to reach out", "track buying signals", "find trigger events", "champion changed jobs", "they just raised a round", "new VP just started", "they're hiring for X", "they installed a competitor", "intent data spiked", "why now opener", "warm up our outbound", "score and prioritize accounts by signal". Workflow: enumerate the six signal categories (company triggers, people/job-change triggers, hiring reqs, technographics, third-party intent, first-party engagement), map each signal to a "why now" opening line and the play/sequence it should fire, then rank accounts with a fit×signal scoring matrix so you work the hottest first. Do NOT use for defining who fits in the abstract (firmographics, personas) - use [[icp-persona-builder]]; do NOT use for the tool mechanics of pulling/saving signals - use [[apollo-prospecting]].
- Targeted Prospect List BuilderUse when you have an ICP and need to turn it into an actual list of accounts and contacts to put into a sequence. Trigger phrases include "build me a prospect list", "who should we target", "turn this ICP into a list", "find accounts that match", "build a target account list", "how many contacts per account", "tier these accounts", "pull a list for the SDRs", "clean this list before we send", "right-size the list for sending", "multi-thread the buying committee". Workflow: translate ICP criteria into concrete firmographic/technographic/title filters, decide account-first vs contact-first, tier accounts (T1 manual / T2-3 scaled), set contacts-per-account, suppress against CRM, QA, and size to deliverability limits. Do NOT use for filling in or verifying missing data on a list you already have - use [[lead-enrichment]] instead. Do NOT use for prioritizing the list by timing/intent - use [[buying-signal-tracker]] instead. The button-clicking inside a specific tool lives in [[apollo-prospecting]].
- ICP & Buyer Persona BuilderTurns a vague "who we sell to" into a weighted, filterable ICP scorecard - firmographics, technographics, and time-bound triggers expressed as literal Apollo or Sales Navigator filter values, built from closed-won and churned evidence, with hard disqualifiers and A/B/C account tiering - plus a buying-committee persona map covering economic buyer, champion, technical user, and blocker with each role's pains. Use when standing up outbound - FIRST, before any list-building or outreach - and someone asks "who is our ICP", "what filters do I put in Apollo", "we're targeting everyone and closing no one", or "score this account against our ICP". Do NOT use for pulling the actual prospect list - use prospect-list-builder instead - or for the messaging one-liner - use positioning-statement instead - or for end-user research personas - use user-persona instead.
- Lead Enrichment & VerificationTurns a raw or partial prospect list into a send-safe dataset by filling missing fields (work email, direct or mobile phone, title, firmographics, technographics) through a per-field provider waterfall, verifying every email, and stamping freshness. Use when someone says "enrich this list", "find the email for these people", "verify these emails before we send", "what do I do with catch-all domains", "this list is a year old, is it still good", "dedupe and clean this CSV", or "why is my bounce rate spiking". Do NOT use for selecting WHO to target and building the list itself - use prospect-list-builder. Do NOT use for tool-specific credit mechanics and filter syntax - use apollo-prospecting. Pair with cold-email-deliverability for the inbox-protection side of verification.
- Apollo.io ProspectingUse when executing your B2B prospecting strategy inside Apollo.io specifically - turning an ICP into stacked Apollo search filters, building and tiering Apollo Lists, finding and verifying emails with credit discipline, tracking buying signals via Apollo filters and saved-search alerts, and running multi-step Apollo Sequences. Trigger on "Apollo", "Apollo.io", "set up Apollo filters", "Apollo saved search", "Apollo list", "Apollo sequence", "find emails in Apollo", "Apollo credits", "export from Apollo to my CRM", "Apollo Chrome extension", "Apollo intent data", "how do I prospect in Apollo". This skill assumes the strategy is already done in the methodology skills and shows how to operationalize it in Apollo. Do NOT use for designing the ICP itself - use [[icp-persona-builder]]. Do NOT use for writing the actual email copy - use [[cold-email-craft]]. Do NOT use for fixing domain authentication / SPF / DKIM / DMARC - use [[cold-email-deliverability]]. Do NOT use for reading funnel metrics conceptually - use [[prospecting-metrics]].
- Multi-Channel Sequence DesignerUse when you need to design the cadence/sequence structure that moves a cold prospect to a booked meeting across multiple channels - the orchestration of touches, not the copy of any one message. Trigger phrases "design an outreach sequence", "build a cold cadence", "how many touches should my sequence have", "multi-channel sequence", "what's a good follow-up cadence", "set up day-by-day steps", "how long should my sequence be", "add LinkedIn and calls to my email sequence", "design a breakup email sequence", "what's the spacing between touches". Workflow chooses channels and mix, sets length and step spacing, defines bump/follow-up logic, matches personalization tier to account tier, wires the "why now" signal hook, varies the message angle across steps, and sets exit/branch criteria. Do NOT use for writing the words of a single email - use [[cold-email-craft]]. Do NOT use for who to put in the sequence - use [[prospect-list-builder]]. Do NOT use for building the sequence inside a tool - use [[apollo-prospecting]].
- Cold-Email DeliverabilitySets up and protects cold-outbound sending infrastructure - dedicated lookalike domains, SPF/DKIM/DMARC authentication, 2-4 week mailbox warm-up, 30-50 sends/day per-mailbox caps, and continuous bounce/complaint monitoring, with a runnable DNS audit script. Use when someone says "my emails are going to spam", "set up cold email infrastructure", "warm up a new domain", "configure SPF DKIM DMARC", "how many cold emails can I send per day", or "my domain got blacklisted". Do NOT use for protecting an opted-in marketing or transactional program on your primary domain - use email-deliverability instead; do NOT use for writing the email copy - use cold-email-craft instead; do NOT use for designing the multi-step cadence - use outreach-sequence-designer instead; do NOT use for sizing the list - use prospect-list-builder instead.
Writing
Productivity
- Linear MCPConnect Claude to Linear's official hosted MCP server to manage issues, projects, cycles, and teams via OAuth.
- monday.com MCPConnect Claude to monday.com's official MCP server to manage boards, items, and workflows via OAuth.
- Trello MCPConnect Claude to Trello boards, lists, cards, checklists, and comments. Community server (30+ tools).
- Airtable MCPConnect Claude to Airtable bases to read/write records, search, and inspect or edit schema. Community server (no official Airtable MCP).
- Notion MCPConnect Claude to Notion's official MCP server to read and write pages, query databases, search the workspace, and manage comments.
- Asana MCPConnect Claude to Asana's official MCP server to manage tasks, projects, workspaces, dependencies, and comments via OAuth.
- ClickUp MCPConnect Claude to ClickUp's official MCP server to manage tasks, docs, time tracking, and project structure via OAuth.
- Jira & Confluence MCP (Atlassian)Connect Claude to Atlassian's official remote MCP server for Jira issues and Confluence pages via OAuth.
Data
- RbacUse when designing or refactoring Snowflake RBAC: choosing a role hierarchy, creating database/schema access roles, setting up functional roles, deciding between primary and secondary roles, or referencing roles in…
- Quickstart GuideUse when a user pastes a Snowflake Quickstart URL or asks to learn/walk through a Quickstart. Fetches the source content from GitHub, parses it into stages, checks the learner's environment, and delivers a guided…
- Review Skill SflabsUse when a contributor has built a Cortex Code skill locally and wants a pre-PR readiness check before opening a pull request against Snowflake-Labs/cortex-code-skills. Verdict: promote, adapt, or skip - with…
- Snowpipe BcdrUse when designing or operating Snowpipe disaster recovery on Azure ADLS Gen2 - choosing between dual-pipe, RA-GRS, active-active, or Failover Group patterns, and running failover/failback/catchup. Triggers: snowpipe…
- MlopsUse when a developer or data engineer wants to assess MLOps maturity, design a promotion strategy (Code/Model/Hybrid), or implement MLOps capabilities (CI/CD, monitoring, retraining, governance) on Snowflake for…
- Manage Zerocopy SapbdcManage the end-to-end lifecycle of the Snowflake and SAP BDC Zero-Copy Integration and connector. Use when: consuming SAP data products in Snowflake, publishing Snowflake databases to SAP BDC, analyzing shared SAP…
- Dcr V1 To V2Use when migrating a Snowflake Data Clean Room from V1 (SAMOOHA Provider/Consumer API) to V2 (Collaboration API). Discovers V1 setup via introspection queries, maps constructs to Collaboration API equivalents,…
- Spec DrivenUse when implementing a feature, fixing a bug, refactoring code, creating a spec, writing a specification, planning implementation, or following a structured development workflow. Creates specifications BEFORE…
- Snowpro StudyGenerate SnowPro certification study materials including study plans, domain deep-dives, flashcards, and practice exam questions for any SnowPro exam. Dynamically discovers current certifications and exam versions…
- Setup Openflow PrivatelinkUse when configuring private connectivity from Snowflake OpenFlow (running on SPCS) to AWS-hosted or on-premises data sources via AWS PrivateLink. Covers NLB + VPC Endpoint Service on AWS, then…
- Snowflake DocsUse for **ALL** Snowflake documentation lookups: feature questions, SQL syntax, best practices, how-to guides, configuration, and troubleshooting. This is the required entry point for any question about Snowflake…
- Semantic View PatternsUse when learning Snowflake Semantic View patterns, teaching SV concepts, applying patterns to existing SVs, or building new SVs with best practices. Triggers: semantic view patterns, sv patterns, walk me through,…
- Ontology Stack BuilderUse for ALL requests that mention: ontology, knowledge graph, semantic layer from schema, ontology-on-snowflake, abstract views, ontology metadata tables, KG_NODE, KG_EDGE, build ontology stack, generate ontology…
- Well Architected Framework AssessmentUse when running a Snowflake Well-Architected Framework (WAF) assessment for a customer account. Three-tier scale: On Track / Needs Improvement / Needs Attention. Results displayed inline; optional HTML export.…
- Qdrant Search QualityDiagnoses and improves Qdrant search relevance. Use when someone reports 'search results are bad', 'wrong results', 'low precision', 'low recall', 'irrelevant matches', 'missing expected results', or asks 'how to…
- Redis ObservabilityRedis observability guidance - which metrics to monitor (memory, connections, hit ratio, ops/sec, rejected connections), which built-in commands to reach for during incident triage (SLOWLOG, INFO, MEMORY DOCTOR,…
- Redis ConnectionsRedis client and connection guidance covering connection pooling, multiplexing, pipelining, client-side caching with RESP3, avoiding slow commands (KEYS, SMEMBERS, HGETALL), and tuning socket timeouts. Use when…
- Qdrant MonitoringGuides Qdrant monitoring and observability setup. Use when someone asks 'how to monitor Qdrant', 'what metrics to track', 'is Qdrant healthy', 'optimizer stuck', 'why is memory growing', 'requests are slow', or needs…
- Redis Query EngineRedis Query Engine (RQE) guidance covering FT.CREATE schema design, field type selection (TEXT, TAG, NUMERIC, GEO, GEOSHAPE, VECTOR), DIALECT 2 query syntax, efficient FT.SEARCH and FT.AGGREGATE queries,…
- Qdrant Deployment OptionsGuides Qdrant deployment selection. Use when someone asks 'how to deploy Qdrant', 'Docker vs Cloud', 'local mode', 'embedded Qdrant', 'Qdrant EDGE', 'which deployment option', 'self-hosted vs cloud', or 'need lowest…
- Qdrant Model MigrationGuides embedding model migration in Qdrant without downtime. Use when someone asks 'how to switch embedding models', 'how to migrate vectors', 'how to update to a new model', 'zero-downtime model change', 'how to…
- Qdrant Version UpgradeGuidance on how to upgrade your Qdrant version without interrupting the availability of your application and ensuring data integrity.
- Redis Semantic CacheRedis LangCache guidance for semantic caching of LLM responses on Redis Cloud - calling search/set via the SDK or REST API, tuning the similarity threshold, separating caches per task type, and filtering with custom…
- Iris DevelopmentIris is Redis's umbrella for AI-focused products. Use this skill when integrating with the Iris Redis Agent Memory (RAM) data plane on Redis Cloud - recording session events for an AI agent, creating or searching…
- Qdrant ScalingGuides Qdrant scaling decisions. Use when someone asks 'how many nodes do I need', 'data doesn't fit on one node', 'need more throughput', 'cluster is slow', 'too many tenants', 'vertical or horizontal', 'how to…
- Qdrant Performance OptimizationDifferent techniques to optimize the performance of Qdrant, including indexing strategies, query optimization, and hardware considerations. Use when you want to improve the speed and efficiency of your Qdrant deployment.
- Redis Vector SearchRedis vector search guidance covering HNSW vs FLAT algorithm choice, vector index configuration (dims, distance metric, datatype), filtered hybrid search combining vector similarity with TAG or NUMERIC filters, and…
- Qdrant Clients SdkQdrant provides client SDKs for various programming languages, allowing easy integration with Qdrant deployments.
- Redis CoreCore Redis modeling guidance - choose the right data structure (String, Hash, List, Set, Sorted Set, JSON, Stream, Vector Set) and use consistent colon-separated key names. Use when designing a Redis data model,…
- Redis ClusteringRedis Cluster and replication guidance covering hash tags for multi-key operations, avoiding CROSSSLOT errors, and reading from replicas to scale read-heavy workloads. Use when designing keys for a sharded Redis…
- Redis SecurityRedis security guidance covering authentication (requirepass and ACL users), TLS, ACL-based least-privilege access control, restricting network exposure via bind and protected-mode, firewall rules, and disabling…
- Pinecone QuickstartInteractive Pinecone quickstart for new developers. Choose between two paths - Database (create an integrated index, upsert data, and query using Pinecone MCP + Python) or Assistant (create a Pinecone Assistant for…
- Pinecone HelpOverview of all available Pinecone skills and what a user needs to get started. Invoke when a user asks what skills are available, how to get started with Pinecone, or what they need to set up before using any…
- Pinecone CliGuide for using the Pinecone CLI (pc) to manage Pinecone resources from the terminal. The CLI supports ALL index types (standard, integrated, sparse) and all vector operations - unlike the MCP which only supports…
- Pinecone N8nBuild n8n workflows using the Pinecone Assistant node or Pinecone Vector Store node. Use when building RAG pipelines, chat-with-docs workflows, configuring Pinecone nodes in n8n, troubleshooting Pinecone n8n nodes,…
- Pinecone AssistantCreate, manage, and chat with Pinecone Assistants for document Q&A with citations. Handles all assistant operations - create, upload, sync, chat, context retrieval, and list. Recognizes natural language like "create…
- Pinecone Full Text SearchCreate, ingest into, and query a Pinecone full-text-search (FTS) index using the preview API (2026-01.alpha, public preview). Use when the user or agent asks to build a text search index on Pinecone, add dense or…
- Pinecone DocsCurated documentation reference for developers building with Pinecone. Contains links to official docs organized by topic and data format references. Use when writing Pinecone code, looking up API parameters, or…
- Pinecone QueryQuery integrated indexes using text with Pinecone MCP. IMPORTANT - This skill ONLY works with integrated indexes (indexes with built-in Pinecone embedding models like multilingual-e5-large). For standard indexes or…
- Pinecone McpReference for the Pinecone MCP server tools. Documents all available tools - list-indexes, describe-index, describe-index-stats, create-index-for-model, upsert-records, search-records, cascading-search, and…
- Rag BlueprintNVIDIA RAG Blueprint - deploy, configure, troubleshoot, and manage. Handles any RAG action: deploy, install, start, enable, disable, toggle, change, configure, troubleshoot, debug, fix, shutdown, stop, or tear down…
- Rag EvalFilesystem RAG benchmarks: corpus/, train.json, evaluate_rag.py (RAGAS quality). Not for prod monitoring, latency/throughput benchmarking (use rag-perf), or evals outside this repo layout.
- Rag PerfPerformance benchmarking for a deployed NVIDIA RAG Blueprint server: profiling pass + aiperf load test driven by a single YAML config. Not for accuracy / RAGAS scoring (use rag-eval) or for deploying / repairing…
- Deepstream DevNVIDIA DeepStream SDK 9.0 development with Python pyservicemaker API. Use when building video analytics pipelines, GStreamer-based video processing, TensorRT inference integration, object detection/tracking, or…
- Data DesignerUse when the user wants to create a dataset, generate synthetic data, or build a data generation pipeline.
- Accelerated Computing CudfOfficial NVIDIA-authored guidance for NVIDIA cuDF GPU DataFrames, pandas acceleration, dask-cuDF, ETL, joins, groupby, CSV/Parquet I/O, nullable semantics, and multi-GPU DataFrame workloads.
- Deepstream Import Vision ModelUse this skill to bring any vision model from HuggingFace or NVIDIA NGC into an NVIDIA DeepStream pipeline with end-to-end automation: ONNX download, SafeTensors export, TRT engine build, custom nvinfer bbox parser,…
- Motherduck QueryExecute DuckDB SQL queries against MotherDuck databases. Use when running analytics, aggregations, transformations, or any SQL operation. Covers query best practices, CTEs, window functions, QUALIFY, and performance…
- Motherduck Share DataCreate and manage MotherDuck data shares for zero-copy, read-only data distribution. Use whenever someone wants to share a database with team members, another organization, or the public - covers CREATE SHARE,…
- Dali Dynamic ModeDALI imperative dynamic mode (`nvidia.dali.experimental.dynamic`, ndd): use when working on ndd code or migrating pipelines; skip pipeline-only tasks.
Coding
- SecPriv Security & Privacy ReviewMeta's unified security & privacy code-review skill: reviews code or a diff in a single pass, flagging security vulnerabilities and privacy issues with explanations and fixes. Use it as a review system prompt or a…
- Package UsageTrack which stacks across a Pulumi organization use a specific package and at what versions. Use for cross-stack audits, identifying outdated or unmaintained package versions across many stacks, finding affected…
- Pulumi OverviewUse this skill for any task that creates, modifies, inspects, or destroys cloud infrastructure or SaaS configuration, from one-off CLI operations to full multi-resource projects, across providers in the Pulumi…
- Upstream PatchesCreate, amend, remove, and rebase patches for Terraform provider submodules using `./scripts/upstream.sh`. Use when `upgrade-provider` or manual patch work needs owning-patch lookup, patch conflict fixes, patch/hunk…
- Provider UpgradeUpgrade any Pulumi provider to a newer version and reconcile the resulting diff. Use when users want to upgrade or update a provider (including editing package.json, requirements.txt, pyproject.toml, go.mod, or…
- Pulumi Best PracticesLoad when the user is writing, reviewing, or debugging Pulumi TypeScript/Python programs; asks about Output<T> or apply() usage; wants to create ComponentResource classes; needs to refactor resources without…
- Cloudformation To PulumiConvert, migrate, or import AWS CloudFormation stacks or templates into Pulumi programs. Load this skill whenever a user wants to move from CloudFormation to Pulumi, convert a CFN template, import existing…
- Pulumi ComponentGuide for authoring Pulumi ComponentResource classes. Use when creating reusable infrastructure components, designing component interfaces, setting up multi-language support, or distributing component packages.
- Pulumi Arm To PulumiConvert or migrate Azure ARM (Azure Resource Manager) templates, Bicep templates, or code to Pulumi, including importing existing Azure resources. This skill MUST be loaded whenever a user requests migration,…
- Pulumi Terraform To PulumiMigrate Terraform/OpenTofu projects to Pulumi, including translating HCL source code and/or importing Terraform state into a Pulumi stack. Use when a user wants to convert Terraform to Pulumi, migrate from HCL, or…
- Pulumi Upgrade ProviderAutomate Pulumi provider repo upgrades with the `upgrade-provider` tool. Use when upgrading a pulumi provider repository to a new upstream version, running `upgrade-provider`, and addressing its common failure modes…
- Pulumi Neo HandoffHand off the current thread to a new Pulumi Neo task as a one-way transfer. Use when the user explicitly asks to hand off, send, transfer, or continue current work in Pulumi Neo (e.g. "hand this to Neo", "continue in…
- Pulumi EscGuidance for working with Pulumi ESC (Environments, Secrets, and Configuration). Use when users ask about managing secrets, configuration, environments, short-term credentials, configuring OIDC for AWS, Azure, GCP,…
- Pulumi Cdk To PulumiLoad this skill when a user wants to migrate, convert, port, translate, or move an AWS CDK application (including CDK stacks, constructs, or CloudFormation-synthesized templates) to Pulumi. Phrases such as "convert…
- Pulumi Automation ApiLoad this skill when a user asks how to run Pulumi programmatically, embed Pulumi in an application, orchestrate multiple stacks in code, build a self-service infrastructure portal, replace pulumi CLI shell scripts…
- Cupynumeric Migration ReadinessPre-migration readiness assessor for porting NumPy to cuPyNumeric. Use BEFORE substantial porting work begins when the user asks whether code will scale on GPU, whether they should migrate to cuPyNumeric, which NumPy…
- Hsb SetupClone the latest NVIDIA Holoscan Sensor Bridge repo, ask which supported devkit is being used, configure the host per platform, build the correct demo container, run it, and verify HSB connectivity by pinging…
- Dynamo TroubleshootDiagnose failed or unhealthy Dynamo deployments. Use when pods, model-cache jobs, PVCs, workers, frontend/router health, endpoints, or benchmark jobs fail; use recipe-runner/router-starter before this for normal…
- Cuopt Routing FormulationVehicle routing (VRP, TSP, PDP) - problem types and data requirements. Domain concepts; no API or interface.
- Cupynumeric InstallInstall and verify cuPyNumeric for Python - requirements, commands, verification. Source builds are out of scope.
- Hsb TestExecute QA test plans on Holoscan Sensor Bridge hardware. Reads a user-provided test document, filters tests by the user's setup, determines which tests can run automatically, executes them with pass/fail evaluation,…
- Cuopt Numerical Optimization Api PythonSolve LP, MILP, QP (beta) with cuOpt Python API - linear/quadratic objectives, integer variables, scheduling, portfolio, least squares.
- Cupynumeric Parallel Data LoadLoad a sharded, on-disk dataset (sharded .npy, Parquet/Arrow, raw binary, sharded HDF5, custom layouts) into a distributed cuPyNumeric ndarray via a manual partition + leaf @task launch with CPU/OMP/GPU variants. Use…
- Cuopt InstallInstall cuOpt for Python, C, or server via pip, conda, or Docker; verify the install. For building cuOpt from source, see cuopt-developer.
- Cuopt Numerical Optimization FormulationLP, MILP, QP - concepts, problem-text parsing, and formulation patterns (parameters, constraints, decisions, objective). Concepts only; no API.
Research
- Nv Reason CxrUsed for command-shape or live NV-Reason-CXR chest X-ray reasoning smoke tests. Not for diagnosis or clinical reporting.
- Digital Health Clinical Asr BuildStage 2 of the Clinical ASR Flywheel. Use when curating clinical terms, tagging IPA, and synthesizing a NeMo manifest. NOT for scoring (use /digital-health-clinical-asr-eval).
- Earth2studio Data FetchFetch weather/climate data via Earth2Studio data sources for specific variables and times. Do NOT use for inference pipelines, model discovery, or installation.
- Earth2studio Deterministic ForecastBuild deterministic forecast scripts with Earth2Studio (model, data source, IO, inference). Do NOT use for ensemble, diagnostics, data-only fetch, or install.
- Digital Health Clinical Asr FinetuneStage 4 of the Clinical ASR Flywheel. Use when priority KER is above 0.3 to run stock NeMo SFT on Parakeet TDT v2 and offline cycle N+1 re-eval. NOT for generic word boosting (use /finetune-asr).
- Cudaq GuideCUDA-Q onboarding guide for installation, test programs, GPU simulation, QPU hardware, and quantum applications.
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