Claude Configs

OpenRouter API key for optional schematic generation and review.

skillapireview+2

K-Dense-AI / nmrglue

Processes calibrated one-dimensional complex NMR free-induction decays with nmrglue into phased spectra, peak candidates, and signed integration regions.

K-Dense-AI / nwb-conversion

Converts neuroscience acquisition data to Neurodata Without Borders files with NeuroConv and PyNWB, preserves metadata and timebases, checks evidence-based clock alignment, and produces schema validation, NWB Inspector findings and round-trip checks.

K-Dense-AI / open-notebook

Instance password used as the Bearer token when auth is enabled.

skillapipdf+2

K-Dense-AI / paperzilla

Reads projects, searches project feeds, and retrieves recommendations and canonical papers in Paperzilla through the pz CLI. Supports recent recommendations, paper details, markdown-based summaries, recommendation feedback, JSON export, and Atom feed URLs.

skillreview

K-Dense-AI / parallel-web

Parallel API key; optional when CLI login credentials are available.

skillapireview+1

K-Dense-AI / pybamm

Simulates lithium-ion battery charge, discharge and rest experiments with PyBaMM, records parameter-set provenance, checks mesh and solver sensitivity, and compares predicted voltage curves with measured cycling data.

skillpythonrest

K-Dense-AI / pyzotero

Zotero library type: ''user'' or ''group'' (default ''user'').

skillapiautomation+2

K-Dense-AI / qiime2-amplicon

Processes paired-end 16S amplicon reads into QIIME 2 ASVs and taxonomy with retained artifact provenance. Checks paired FASTQ manifests, primer orientation diagnostics, predicted post-trimming overlap, sample IDs, runtime versions and read retention, and guides selection of compatible taxonomic clas…

K-Dense-AI / scientific-critical-thinking

Evaluates scientific claims and evidence quality. Applies to experimental design validity, biases and confounders, statistical interpretation, evidence grading frameworks (GRADE, Cochrane Risk of Bias), and teaching critical analysis.

skillapidesign+2

Yuan1z0825 / nature-figure

44.3k

Create, revise, audit, and export manuscript scientific figures in Python or R. Use for 论文配图、科研绘图、多面板图 and submission-ready plots, or explicitly requested AI-generated graphical abstracts and mechanism schematics. Not for interactive dashboards, data cleaning, or statistics-only analysis.

Yuan1z0825 / nature-reviewer

44.3k

Provide evidence-grounded mock peer review of scientific manuscripts or excerpts, covering significance, validity, and major/minor concerns. Use for 模拟审稿、投稿前自审、审稿人视角评估; not author rebuttal drafting.

skillreview

vercel-labs / derive-client

Reverse-engineer a website's internal API by recording browser traffic into a HAR file, then generate a standalone client or CLI that calls the endpoints directly, with no browser needed after the first recording

vercel-labs / dogfood

Systematically explore and test a web application to find bugs, UX issues, and other problems

skillreview

vercel-labs / protected-vercel-deployments

Access and test Vercel deployments protected by Vercel Authentication, SSO, or Deployment Protection with agent-browser

skillreviewrust

vercel-labs / vercel-sandbox

Run agent-browser + Chrome inside Vercel Sandbox microVMs for browser automation from any Vercel-deployed app

skillautomation

github / acquire-codebase-knowledge

Use this skill when the user explicitly asks to map, document, or onboard into an existing codebase. Trigger for prompts like "map this codebase", "document this architecture", "onboard me to this repo", or "create codebase docs".

skillgitpython

github / acreadiness-generate-instructions

📄 SKILL.mdclaude codevscode copilot+1

Generate tailored AI agent instruction files via AgentRC instructions command. Produces .github/copilot-instructions.md (default, recommended for Copilot in VS Code) plus optional per-area .instructions.md files with applyTo globs for monorepos.

skillgitgithub

github / agent-skill-stack

Find, evaluate, and assemble the smallest compatible set of AI Agent Skills for an end-to-end natural-language goal

skillgitgithub

github / agentic-eval

Patterns and techniques for evaluating and improving AI agent outputs. Use this skill when: - Implementing self-critique and reflection loops - Building evaluator-optimizer pipelines for quality-critical generation - Creating test-driven code refinement workflows - Designing rubric-based or LLM-as-j…

skilldesign

github / arize-link

Generates deep links to the Arize UI for traces, spans, sessions, datasets, labeling queues, evaluators, and annotation configs. Produces clickable URLs for sharing Arize resources with team members

github / aws-cdk-python-setup

Setup and initialization guide for developing AWS CDK (Cloud Development Kit) applications in Python. This skill enables users to configure environment prerequisites, create new CDK projects, manage dependencies, and deploy to AWS.

skilldevelopmentpython+1

github / azure-developer-cli

Design, create, review, migrate, or troubleshoot Azure Developer CLI (azd) projects using current Microsoft guidance. Use for azd, azure.yaml, AZD templates, Bicep or Terraform under infra, AZD environments and secrets, hooks, deployment workflows, and azd-managed CI/CD.

skilldesignreview+2

github / azure-resource-visualizer

Analyze Azure resource groups and generate detailed Mermaid architecture diagrams showing the relationships between individual resources. Use this skill when the user asks for a diagram of their Azure resources or help in understanding how the resources relate to each other.

skillazure

github / azure-static-web-apps

Helps create, configure, and deploy Azure Static Web Apps using the SWA CLI

skilldevelopmentgit+3

github / batch-script-progress

Design and verify runtime output when creating or modifying Python, PowerShell, or Node.js scripts that process multiple files, records, or API requests.

skillapidesign+1

github / create-llms

Create an llms.txt file from scratch based on repository structure following the llms.txt specification at https://llmstxt.org/

github / create-technical-spike

Create time-boxed technical spike documents for researching and resolving critical development decisions before implementation.

skilldevelopment

github / create-tldr-page

Create a tldr page from documentation URLs and command examples, requiring both URL and command name.

skilldocumentation

github / d365-solution-blueprint

Authors a Dynamics 365 Finance and Supply Chain Management Solution Blueprint from scratch through a structured, section-by-section architect interview, establishing scope, target operating model, application and data architecture, integration landscape, migration strategy, security model, ALM, test…

skilltestingdesign+2

github / dataverse-python-usecase-builder

Generate complete solutions for specific Dataverse SDK use cases with architecture recommendations

skilldesignpython

github / foundry-hosted-agent-copilotkit

Build and evolve agentic web apps that pair a CopilotKit React frontend with a Microsoft Agent Framework agent running as a Microsoft Foundry hosted agent, connected over the AG-UI protocol.

📄 SKILL.mdvscode copilot

skillreact

github / github-actions-hardening

Security hardening reviewer for GitHub Actions workflow files (.github/workflows/*.yml). Reasons about the Actions threat model that pattern matchers and general code linters miss — untrusted-input script injection, privileged triggers running fork code, mutable action references, and over-scoped to…

skillgitsecurity+3

vercel-labs / vercel-cli-with-tokens

31.5k

Deploy and manage projects on Vercel using token-based authentication

openai / openai-docs

27.6k

Use when the user asks how to build with OpenAI products or APIs, asks about Codex itself or choosing Codex surfaces, needs up-to-date official documentation with citations, help choosing the latest model for a use case, or model upgrade and prompt-upgrade guidance; use OpenAI docs MCP tools for non…

📄 SKILL.mdcodex

skillapidocumentation+2

JimLiu / baoyu-image-gen

26.1k

AI image generation with OpenAI GPT Image 2.5, Azure OpenAI, Google, OpenRouter, DashScope, Z.AI GLM-Image, MiniMax, Jimeng, Seedream, Replicate and Agnes APIs. Supports text-to-image, reference images, aspect ratios, and batch generation from saved prompt files.

skillgitapi+3

anthropics / month-end-prep

Reconciles the accounting ledger (MYOB, NetSuite, QuickBooks, Xero, or Zoho Books) against PayPal, Shopify, Square, and Stripe settlements, flags transactions that need attention, suspicious duplicates, and missing receipts, then writes a plain-English P&L narrative and exports a close packet (xlsx…

skillpdf

anthropics / social-content-engine

Runs the owner's content operation as a standing thing rather than a one-off: keeps a rolling posting calendar, learns the owner's voice, generates on-brand Canva graphics, writes captions that sound like them, repurposes one asset into every channel format, and stages posts for approval instead of…

skillvoice

anthropics / tax-season-organizer

Prepares tax-season materials for the owner's accountant, not tax advice. US federal tax; a non-US business gets its closed-books packet instead.

anthropics / zoom-general

Cross-product Zoom reference skill. Use after the workflow is clear when you need shared platform guidance, app-model comparisons, authentication context, scopes, marketplace considerations, or API-vs-MCP routing.

skillapimcp

google / google-ads-api-quickstart

Guides developers through Google Ads API quickstart: credential setup, choosing from 6 client libraries/REST, configuring environments, and running a "retrieve campaigns" script. Troubleshoots common setup errors: USER_PERMISSION_DENIED, login_customer_id issues, and DEVELOPER_TOKEN_NOT_APPROVED.

skillapirest

google / google-analytics-data-api-basics

Manages Google Analytics reporting data, enables the Analytics Data API via the Cloud CLI, and creates reports using the Google Analytics Data API (v1beta)

google / agent-platform-alert-configuration

Configures best-practice alerting policies for AI agents using OpenTelemetry (OTel) metrics, generating output as Terraform (.tf) configuration files

skillsecurityterraform

google / agent-platform-eval-flywheel

Measures and improves the quality of AI models and agents on Google Cloud using the Eval Quality Flywheel methodology

google / agent-platform-troubleshooting

Troubleshoots Google Cloud Gemini Enterprise Agent Platform issues (Agent Gateway, Registry, Identity, Policies, Model Armor, Identity-Aware Proxy (IAP))

📄 SKILL.mdgemini clized

google / agent-platform-tuning-management

Manages GenAI tuning jobs in Agent Platform. Use this to list, get, or cancel ongoing model tuning jobs. Don't use for fine-tuning models (use `agent-platform-tuning`), deploying models to endpoints (use `agent-platform-deploy`), or managing serving endpoints (use `agent-platform-endpoint-management…

google / assuredworkloads-environment-assessor

Discover Google Cloud resource telemetry and effective Org Policies, evaluate brownfield workloads against sovereign data boundary and compliance standards (EU Data Boundary with Support, FedRAMP Moderate/High, DoD IL4/IL5, ITAR, CJIS, US/EU Regional Data Boundaries), and recommend the optimal Assur…

skillsecurity

google / cloud-logging-cross-project-configuration

Configure and troubleshoot Google Cloud cross-project centralized logging and read-time aggregation

google / cloud-monitoring-metric-selection

Retrieve, query, and identify relevant Cloud Monitoring metric descriptors on Google Cloud for a service or resource (such as Compute Engine, Spanner, BigQuery, Cloud Run, Cloud SQL, Pub/Sub, Cloud Storage, etc.)

skillsqlgcp

google / developing-genkit-js

Develop AI-powered applications using Genkit in Node.js/TypeScript

skillapitypescript

google / gemini-agents-api

Manages custom Agent resources on Gemini Enterprise Agent Platform

📄 SKILL.mdgemini cli

skillapirest

google / gemini-interactions-api

Guides the usage of Gemini Interactions API on Gemini Enterprise Agent Platform

📄 SKILL.mdgemini cli

google / gke-ai-troubleshooting-tpu-partition-overlap

Diagnose and resolve GKE TPU slice creation failures (SliceCreationFailed) caused by partition overlap conflicts where requested TPU partitions or their nodes are already used by another slice or JobSet

google / gke-ai-troubleshooting-tpu-vbar-oom

Diagnoses and prevents vbar_control_agent segfaults, out-of-memory (OOM) errors, and TPU device initialization failures on TPU v6e nodes in GKE caused by race conditions during TPU device resets or high-frequency metrics polling

google / gke-observability

Configures GKE observability, including Cloud Logging, Cloud Monitoring, and managed Prometheus

google / gke-storage-troubleshooting

Diagnoses GKE persistent-storage failures — volume attach/mount errors (Regional PD on optimized VMs, fsGroup mount timeouts), disk-performance and node storage-pressure issues, slow-disk Pod-creation failures, volume-expansion problems, Local SSD / Hyperdisk Storage Pool creation errors, and Cloud…

google / gke-workload-troubleshooting

Diagnoses GKE workload failures (CrashLoopBackOff, OOMKilled, ImagePullBackOff, Pending, etc.) via logs and events

skillimagekubernetes

google / google-cloud-solution-guided-gke-ai-migration

Guides the migration of existing AI workloads (Cloud Run, Gemini API, Gemini Enterprise Agent Platform) to self-hosted GKE inference using gcloud and kubectl

📄 SKILL.mdgemini cli

google / iam-helper-for-privileged-access-management

Manages the end-to-end lifecycle of on-demand, temporary access using Privileged Access Manager (PAM)

skillsecurity

muratcankoylan / context-fundamentals

18.0k

This skill should be used to explain or reason about the foundational concepts of context engineering: what context is, the anatomy of a context window, how attention mechanics work, the U-shaped attention curve, why context quality matters more than quantity, and the mental models needed to interpr…