Agent skills for AI & Data

548 agent skills are labelled for AI & Data work. They are listed by code score, out of 100.

The 200 highest-scoring

skill-creator XiaomiMiMo/MiMo-Code
Interactive guide for creating, reviewing, and improving agent skills (SKILL.md folders). Use when the user wants to build a new skill ('create a skill', 'make a skill for X', 'wr…

Verified96A
api-gateway-mcp-server google/skills
Configures Google Cloud API Gateway to act as a remote Model Context Protocol (MCP) server (Public Preview) that exposes REST APIs as agent tools over HTTP (POST /mcp). Use when m…

Verified94A
pathways-workload google/skills
Debugs failed, crashing or hung Pathways on Cloud workloads (JAX training or inference on Cloud TPU in GKE, run as a JobSet, PathwaysJob or LeaderWorkerSet). Reads Cloud Logging f…

Verified93A
mcp-oauth-triage alirezarezvani/claude-skills
Use when an MCP connector that used to authenticate now fails (tool calls 401 after a good token exchange, breaks after refresh, returns another account's data), before changing c…

Verified92A
migrate-from-v1 nanocoai/nanoclaw
Finish migrating a NanoClaw v1 install into v2. Run after `bash migrate-v2.sh` completes. Seeds the owner, migrates legacy memory, reconciles container configs, and helps port cus…

Verified90A
java-mcp-server-generator github/awesome-copilot
Use this skill when the user wants to create a Model Context Protocol (MCP) server in Java or in a Spring Boot app. Also use it when the user wants AI agents, such as GitHub Copil…

Verified89A
agent-platform-troubleshooting google/skills
Troubleshoots Google Cloud Gemini Enterprise Agent Platform issues across Agent Gateway, Agent Connectivity Templates (ACT), Agent Registry, Agent Identity, Identity-Aware Proxy (…

Verified89A
harness-eval HKUDS/OpenHarness
This skill should be used when the user asks to "test the harness", "run integration tests", "validate features with real API", "test with real model calls", "run agent loop tests…

Verified89A
instrument-data-to-allotrope anthropics/knowledge-work-plugins
Convert laboratory instrument output files (PDF, CSV, Excel, TXT) to Allotrope Simple Model (ASM) JSON format or flattened 2D CSV. Use this skill when scientists need to standardi…

Verified88A
session-handoff davila7/claude-code-templates
Creates comprehensive handoff documents for seamless AI agent session transfers. Triggered when: (1) user requests handoff/memory/context save, (2) context window approaches capac…

Verified88A
agent-platform-alert-configuration google/skills
Configures best-practice alerting policies for AI agents using OpenTelemetry (OTel) metrics, generating output as Terraform (.tf) configuration files. Use when analyzing, writing,…

Verified88A
google-cloud-solution-agentic-ai-borderless-data-lakehouse google/skills
Discovers requirements and designs a borderless open data lakehouse using Lakehouse for Apache Iceberg and BigQuery data agents. Use when architecting multi-cloud storage infrastr…

Verified88A
skill-scanner getsentry/skills
Scan agent skills for security issues. Use when asked to "scan a skill", "audit a skill", "review skill security", "check skill for injection", "validate SKILL.md", or assess whet…

Verified88A
prisma-8 prisma/orm
Use when working in a project that depends on @prisma/orm-postgres, @prisma/orm-sqlite, or @prisma/orm-mongo (Prisma 8, formerly Prisma Next): editing contract.prisma or a contrac…

Verified87A
google-cloud-solution-agentic-ai-bidirectional-streaming google/skills
Guides agents to interactively discover customer requirements for live, bidirectional multi-agent AI systems that process continuous streams of multimodal data for real-time techn…

Verified87A
google-cloud-solution-multi-agent-security google/skills
Designs, deploys, and secures Google Cloud Agent Gateway solutions. Use when the user needs to configure multi-agent security, ingress (CLIENT_TO_AGENT), or egress (AGENT_TO_ANYWH…

Verified87A
proof-writer wanshuiyin/Auto-claude-code-research-in-sleep
Writes rigorous mathematical proofs for ML/AI theory. Use when asked to prove a theorem, lemma, proposition, or corollary, fill in missing proof steps, formalize a proof sketch, 补…

Verified87A
not-your-babysitter tech-leads-club/agent-skills
Autonomous senior-operator mode for AI agents that resolve tasks end to end without babysitting and never create new problems. The agent verifies every claim against real evidence…

Verified87A
skill-architect tech-leads-club/agent-skills
Expert guide for designing and building high-quality skills from scratch through structured conversation. Use when someone wants to create a new skill, build a skill, design a ski…

Verified87A
interview-me addyosmani/agent-skills
Extracts what the user actually wants instead of what they think they should want. Achieves this through one-question-at-a-time interview until ~95% confidence about the underlyin…

Verified86A
build-evidence-map github/awesome-copilot
Build an auditable evidence map for a contested technical choice, research synthesis, proposal review, or consequential decision. Use when Copilot must preserve supporting, contra…

Verified86A
python-mcp-server-generator github/awesome-copilot
Use this skill when the user wants to create a new Model Context Protocol (MCP) server in Python. Also use it to expose Python functions, an API, or a database to AI clients as MC…

Verified86A
gke-ai-troubleshooting-tpu-dynamic-slices-monitoring google/skills
Monitors, troubleshoots, and manages GKE TPU Dynamic Slices custom resources. Use when checking TPU slice lifecycle states, troubleshooting slice provisioning failures, validating…

Verified86A
gke-ai-troubleshooting-tpu-vbar-oom google/skills
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 TP…

Verified86A
google-cloud-solution-hybrid-search-alloydb google/skills
Discovers requirements and generates architectural, design, and deployment guidance for dynamic hybrid search systems by combining semantic search and keyword search. Optimized fo…

Verified86A
xlsx-official XiaomiMiMo/MiMo-Code
Spreadsheet toolkit. Reach for it whenever the artifact on either side of the conversation is a workbook file — .xlsx, .xlsm, .xltx, .csv, .tsv — and the user wants that artifact…

Verified86A
prompt-optimizer affaan-m/ECC
Analyze draft prompts, detect intent and missing context, match ECC commands, skills, and agents, and output a ready-to-paste optimized prompt with diagnosis and rationale — advis…

Verified85A
add-vercel nanocoai/nanoclaw
Add Vercel deployment capability to NanoClaw agents. Installs the Vercel CLI in agent containers and sets up OneCLI credential injection for api.vercel.com. Use when the user want…

Verified85A
fable-goal alirezarezvani/claude-skills
Use when the user wants a /goal prompt rather than the build itself ('/fable-goal', 'turn this into a goal prompt', 'write the prompt that builds X'). Turns their ramble into one…

Verified85A
gemini-live-api google/skills
Generates a Gemini LiveAPI client service class in the user's chosen programming language. Use when the user wants to build, scaffold, or integrate a client that connects to the G…

Verified85A
paper-compile wanshuiyin/Auto-claude-code-research-in-sleep
Compile LaTeX paper to PDF, fix errors, and verify output. Use when user says "编译论文", "compile paper", "build PDF", "生成PDF", or wants to compile LaTeX into a submission-ready PDF.

Verified85A
prompt-master nidhinjs/prompt-master
Generates optimized prompts for AI tools. Activates only when the user explicitly asks to write, fix, improve, or adapt a prompt for a specific AI tool (LLM, Cursor, Midjourney, i…

Verified85A
okx-ai internet-court/internet-court-skill
ERC-8004 Agent identity: 注册/更新/上架/下架/搜索agent, register/update/activate/deactivate/search — User/ASP/Evaluator(买家/卖家/评审员, 旧称仲裁者亦可); 我的agent/ASP, 找做X的ASP/agent有什么服务/endpoint怎么填/查口碑/…

Verified85A
prompt-caching-strategy affaan-m/ECC
Optimize LLM prompt caching hit rate to reduce API costs and improve latency. Analyzes prompt structure, identifies cacheable vs non-cacheable content, and recommends restructurin…

Verified84B
recall rohitg00/agentmemory
Search agentmemory for past observations, sessions, and learnings about a topic using hybrid BM25 plus vector plus graph search. Use when the user says "recall", "what did we do a…

Verified84B
tc-tracker alirezarezvani/claude-skills
Use when tracking technical changes as records, or handing work between AI sessions with a change record. Creates, updates and validates change records with tc_create.py, tc_updat…

Verified84B
cloud-databases-onboarding google/skills
Guides users through discovering their database requirements, recommends a Google Cloud database based on a recommendation matrix, and assists in database creation. Use when a use…

Verified84B
google-cloud-solution-agentic-ai-data-science-workflow google/skills
Designs a tailored multi-product agentic data science architecture on Google Cloud that incorporates opinionated best practices. Use when architecting multi-product solutions for…

Verified84B
litert-google-tensor google/skills
Compiles LiteRT (.tflite) models ahead-of-time for Google Tensor TPUs (Tensor G5 on Pixel 10, Tensor G6 on Pixel 11) locally on Linux x86_64 or on Google Colab (--colab on macOS,…

Verified84B
figure-spec wanshuiyin/Auto-claude-code-research-in-sleep
Generate deterministic publication-quality architecture, workflow, and pipeline diagrams from structured JSON (FigureSpec) into editable SVG. Use when user says "架构图", "workflow 图…

Verified84B
rebuttal wanshuiyin/Auto-claude-code-research-in-sleep
Workflow 4: Submission rebuttal pipeline. Parses external reviews, enforces coverage and grounding, drafts a safe text-only rebuttal under venue limits, and manages follow-up roun…

Verified84B
efcore-d2-db-diagram github/awesome-copilot
Generate D2 database diagrams from Entity Framework Core models. USE FOR: EF Core database diagram, Entity Framework Core ERD, DbContext diagram, C# entity relationship diagram, P…

Verified83B
xlsx davila7/claude-code-templates
Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit, or fix an existing .xlsx, .xlsm, .csv, or…

Verified83B
xlsx-official davila7/claude-code-templates
Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit, or fix an existing .xlsx, .xlsm, .csv, or…

Verified83B
agent-designer alirezarezvani/claude-skills
Design multi-agent systems (supervisor, swarm, pipeline) and tool schemas; find bottlenecks in run logs. Use whenever agents split work or a run is slow or costly. Not for Claude…

Verified83B
extract alirezarezvani/claude-skills
Turn a fix or pattern that keeps coming up into a reusable skill with SKILL.md, reference docs and examples. Use whenever the user runs /si:extract or wants to package a recurring…

Verified83B
agent-platform-deploy google/skills
Deploy open models or custom weights from Model Garden to Agent Platform endpoints, check the status of an in-progress deployment operation, or clean up resources by undeploying m…

Verified83B
bigquery-udfs google/skills
Creates, deploys, and troubleshoots BigQuery User-Defined Functions (UDFs) and Remote Functions across SQL, JavaScript, Python, and Cloud Run endpoints. Use when writing custom sc…

Verified83B
google-cloud-solution-build-deploy-agents google/skills
Designs, builds, and deploys AI agents or multi-agent systems on Google Cloud. Provides an interactive workflow to gather requirements, recommend a tailored architecture, and gene…

Verified83B
google-cloud-solution-guided-gke-ai-migration google/skills
Guides the migration of existing AI workloads (Cloud Run, Gemini API, Gemini Enterprise Agent Platform) to self-hosted GKE inference using gcloud and kubectl. Use when the user ha…

Verified83B
integrity-forensics wanshuiyin/Auto-claude-code-research-in-sleep
Run the Anti-Autoresearch integrity-forensics sweep (span-anchored evidence ledger → GPT auditors propose findings → a rules-only reporter that lists every proposal with what the…

Verified83B
create-moviepilot-skill jxxghp/MoviePilot
Use this skill when the user asks to create, scaffold, update, or review a MoviePilot agent skill. This includes adding a new built-in skill under the repository `skills/` directo…

Verified83B
retail-product-search google/adk-recipes
Creates product search agents with semantic search and RAG on Google Cloud (Vector Search on Gemini Enterprise Agent Platform, BigQuery, embeddings). Use when the user wants to "b…

Verified83B
skill-installer anthropics/claude-for-legal
Install a community skill from a watched registry. Reads the allowlist first, fetches, shows the RAW SKILL.md (not just a summary), runs structural trust checks, runs skills-qa, a…

83B
wiki-query paperclipai/paperclip
Use when an LLM Wiki operation issue asks a question. Answer from wiki pages and raw sources with citations, name gaps plainly, and offer to file durable synthesis when the answer…

Verified82B
agent-development anthropics/claude-plugins-official
This skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when to use description", "agent examples", "agent too…

Verified82B
arize-dataset github/awesome-copilot
Creates, manages, and queries Arize datasets and examples. Covers dataset CRUD, appending examples, exporting data, and file-based dataset creation using the ax CLI. Use when the…

Verified82B
snowflake-semanticview github/awesome-copilot
Create, alter, and validate Snowflake semantic views using Snowflake CLI (snow). Use when asked to build or troubleshoot semantic views/semantic layer definitions with CREATE/ALTE…

Verified82B
data-context-extractor anthropics/knowledge-work-plugins
Generate or improve a company-specific data analysis skill by extracting tribal knowledge from analysts. BOOTSTRAP MODE - Triggers: "Create a data context skill", "Set up data ana…

Verified82B
agent-development davila7/claude-code-templates
This skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when to use description", "agent examples", "agent too…

Verified82B
officecli-data-dashboard iOfficeAI/OfficeCLI
Use this skill to build a multi-element Excel dashboard — Dashboard sheet on open, multiple formula-driven KPI cards, multiple charts, sparklines, and conditional formatting — fro…

Verified82B
officecli-xlsx iOfficeAI/OfficeCLI
Use this skill any time a .xlsx file is involved -- as input, output, or both. This includes: creating spreadsheets, financial models, dashboards, or trackers; reading, parsing, o…

Verified82B
remember rohitg00/agentmemory
Save an insight, decision, or learning to agentmemory's long-term storage with searchable concept tags. Use when the user says "remember this", "save this", "note that", "don't fo…

Verified82B
ab-test-setup alirezarezvani/claude-skills
Use before planning or launching any A/B, split or multivariate test, or when asked if a result is significant. Sizes the test with sample_size_calculator.py and writes the hypoth…

Verified82B
rag-architect alirezarezvani/claude-skills
Design a RAG pipeline: chunk size, embedding model, vector database and retrieval quality metrics. Use whenever the user builds search over their docs, picks a vector store or fin…

Verified82B
gke-ai-troubleshooting-jobset-interruption google/skills
Diagnoses GKE JobSet interruptions, restarts, and preemptions for AI/ML training workloads autonomously. Use when troubleshooting JobSet restart loops, spot VM preemptions, node r…

Verified82B
idea-creator wanshuiyin/Auto-claude-code-research-in-sleep
Generate and rank research ideas given a broad direction. Use when user says "找idea", "brainstorm ideas", "generate research ideas", "what can we work on", or wants to explore a r…

82B
pytorch-fsdp2 Orchestra-Research/AI-Research-SKILLs
Adds PyTorch FSDP2 (fully_shard) to training scripts with correct init, sharding, mixed precision/offload config, and distributed checkpointing. Use when models exceed single-GPU…

Verified82B
systems-paper-writing Orchestra-Research/AI-Research-SKILLs
Comprehensive guide for writing systems papers targeting OSDI, SOSP, ASPLOS, NSDI, and EuroSys. Provides paragraph-level structural blueprints, writing patterns, venue-specific ch…

Verified82B
litert-lm android/skills
Builds an Android app that runs an open text LLM on the device, on the CPU or the GPU, with the LiteRT-LM Kotlin API (com.google.ai.edge.litertlm:litertlm-android). Use this skill…

Verified82B
auto-updater anthropics/claude-for-legal
Check installed community skills for updates. Shows a diff and requires explicit approval before applying. Use when the user says "check for updates", "update my skills", "anythin…

Verified82B
azure-cosmos-db-py microsoft/skills
Build Azure Cosmos DB NoSQL services with Python/FastAPI following production-grade patterns. Use when implementing database client setup with dual auth (DefaultAzureCredential +…

Verified82B
request-progress thedotmack/claude-mem
Group recent conversations into overall requests, review each one's progress from memory, sort each into one of the owner's focus areas, and write the build story, so My Work show…

Verified81B
doubt-driven-development addyosmani/agent-skills
Subjects every non-trivial decision to a fresh-context adversarial review before it stands. Use when you want every assumption cross-examined before proceeding, when stress-testin…

Verified81B
terminal-bench-loop paperclipai/paperclip
Run one Terminal-Bench task through a bounded Paperclip smoke/diagnosis/fix loop. Use when asked to drive Terminal-Bench until it passes, rerun a Terminal-Bench loop, or iterate w…

Verified81B
morning-plant-pulse anthropics/claude-plugins-official
Runs the overnight chain that has the morning production report waiting before anyone asks for it: joins last night's planning, production and maintenance exports, flags the misma…

Verified81B
agent-skill-stack github/awesome-copilot
Find, evaluate, and assemble the smallest compatible set of AI Agent Skills for an end-to-end natural-language goal. Use when a user wants Skills for a multi-step workflow, asks w…

Verified81B
supabase-rls-policies github/awesome-copilot
Write, review, and test Supabase Row Level Security (RLS) policies so that one user cannot read or change another user's rows. Use when creating or changing tables, policies, view…

Verified81B
assessing-vector-and-embedding-weaknesses mukul975/Anthropic-Cybersecurity-Skills
Test RAG vector stores (Pinecone, Qdrant, Weaviate, Chroma, pgvector, FAISS) for embedding inversion, cross-tenant data leakage, and data poisoning per OWASP LLM08:2025. Use when…

Verified81B
detecting-ai-model-prompt-injection-attacks mukul975/Anthropic-Cybersecurity-Skills
Detects prompt injection using regex signature matching, heuristic scoring for structural anomalies, and DeBERTa-based transformer classification, flagging direct injections (syst…

Verified81B
brain-taxonomist garrytan/gbrain
Filing gate for ALL brain writes. Consulted before creating any new brain page to determine the correct path. Reads the ACTIVE schema pack via `gbrain schema show --json` — no har…

Verified81B
agent-decision-receipts alirezarezvani/claude-skills
Use when an autonomous agent takes a side-effecting action (deploy, delete, pay, grant access) that may need proving later, or for EU AI Act Art. 12 record-keeping. Builds a tampe…

Verified81B
skill-tester alirezarezvani/claude-skills
Use when authoring or auditing a skill in this ecosystem, before release. Validates structure with skill_validator.py, runs its scripts with script_tester.py and grades quality an…

Verified81B
agent-platform-prompt-management google/skills
Manages and orchestrates prompts in Agent Platform. Use when you need to create, list, retrieve, version, or delete managed prompts in Agent Platform. Don't use for model training…

Verified81B
gke-ai-troubleshooting-node-unresponsive-timeout google/skills
Diagnose and mitigate GKE TPU or GPU nodes stuck in NotReady / NodeStatusUnknown ("Kubelet stopped posting node status") due to host kernel panics, hardware lockups, or disabled n…

Verified81B
formula-derivation wanshuiyin/Auto-claude-code-research-in-sleep
Structures and derives research formulas when the user wants to 推导公式, build a theory line, organize assumptions, turn scattered equations into a coherent derivation, or rewrite th…

Verified81B
novelty-check wanshuiyin/Auto-claude-code-research-in-sleep
Verify research idea novelty against recent literature. Use when user says "查新", "novelty check", "有没有人做过", "check novelty", or wants to verify a research idea is novel before imp…

Verified81B
proof-checker wanshuiyin/Auto-claude-code-research-in-sleep
Rigorous mathematical proof verification and fixing workflow. Reads a LaTeX proof, identifies gaps via cross-model review (external reviewer backend, ultra reasoning), fixes each…

81B
harness-eval tech-leads-club/agent-skills
Evaluate a repo agent harness (AGENTS.md, rules, skills, skill refs) for broken paths/commands, redundant instructions, and usefulness using a stack-agnostic dual-judge protocol w…

Verified81B
n8n-agents czlonkowski/n8n-skills
Design n8n AI agents the right way. Use when building or editing any @n8n/n8n-nodes-langchain.* AI node — an AI Agent, LLM chain, Text Classifier, or Information Extractor — and w…

Verified81B
loop-design-check affaan-m/ECC
Design a goal-oriented agent loop or review one for failure modes: spinning, Goodhart-gaming the verifier, or running a wrong answer to completion. Covers machine-decidable goals,…

Verified80B
arize-instrumentation github/awesome-copilot
Adds Arize AX tracing to an LLM application for the first time. Follows a two-phase agent-assisted flow to analyze the codebase then implement instrumentation after user confirmat…

Verified80B
mcp-implementation-security-review github/awesome-copilot
Review the implementation source code of MCP (Model Context Protocol) servers, clients, and tool handlers against a security baseline — authentication, sessions, rate limiting, in…

Verified80B
timesfm-forecasting google-research/timesfm
Zero-shot time series forecasting with Google's TimesFM foundation model. Use this skill when forecasting ANY univariate time series — sales, sensor readings, stock prices, energy…

80B
context-architecture davila7/claude-code-templates
Audit a codebase and bind every claim it makes about itself to a mechanism that fails when the claim stops being true, so it is legible to people and AI agents. Applies Context Ar…

Verified80B
skill-developer davila7/claude-code-templates
Create and manage Claude Code skills following Anthropic best practices. Use when creating new skills, modifying skill-rules.json, understanding trigger patterns, working with hoo…

Verified80B
handoff rohitg00/agentmemory
Resume the most recent agent session for the current working directory, leading with any unanswered question. Use when the user says "where were we", "resume", "handoff", "pick up…

Verified80B
campaign-analytics alirezarezvani/claude-skills
Analyze campaign performance on the user's numbers: ROAS, CPA, ROI, multi-touch attribution and funnel drop-off. Use whenever the user asks which channel or ad is working, where s…

Verified80B
litreview alirezarezvani/claude-skills
Use when starting a literature review or a literature-based project. Plans the search (PICO, SPIDER) with framework_recommender.py, searches PubMed and OpenAlex with free_search.p…

Verified80B
self-eval alirezarezvani/claude-skills
Grade finished work honestly on two axes with a devil's-advocate pass against inflation. Use whenever the user asks how well a task went, to rate the work or for an honest self-re…

Verified80B
senior-backend alirezarezvani/claude-skills
Build and fix backend services: REST or GraphQL APIs, auth, microservices, PostgreSQL queries, migrations and load tests. Use whenever the user's API is slow or broken, needs logi…

Verified80B
managed-airflow-migrations google/skills
Provides guidance for migrating Apache Airflow DAGs in Managed Service for Apache Airflow (MSAA; formerly Cloud Composer). Covers migration to Airflow 2.11.1 (MSAA Gen 2 and 3) an…

Verified80B
grant-proposal wanshuiyin/Auto-claude-code-research-in-sleep
Draft a structured grant proposal from research ideas and literature. Supports KAKENHI (Japan), NSF (US), NSFC (China, including 面上/青年/优青/杰青/海外优青/重点), ERC (EU), DFG (Germany), SNS…

80B
paper-figure wanshuiyin/Auto-claude-code-research-in-sleep
Generate publication-quality figures and tables from experiment results. Use when user says "画图", "作图", "generate figures", "paper figures", or needs plots for a paper.

Verified80B
paper-write wanshuiyin/Auto-claude-code-research-in-sleep
Draft LaTeX paper section by section from an outline. Use when user says "写论文", "write paper", "draft LaTeX", "开始写", or wants to generate LaTeX content from a paper plan.

80B
research-refine wanshuiyin/Auto-claude-code-research-in-sleep
Turn a vague research direction into a problem-anchored, elegant, frontier-aware, implementation-oriented method plan via iterative GPT-6-Astra review. Use when the user says "ref…

80B
minimax-xlsx MiniMax-AI/skills
Open, create, read, analyze, edit, or validate Excel/spreadsheet files (.xlsx, .xlsm, .csv, .tsv). Use when the user asks to create, build, modify, analyze, read, validate, or for…

Verified80B
pr-review MiniMax-AI/skills
Review pull requests for the MiniMax Skills repository. Use when reviewing PRs, validating new skill submissions, or checking existing skills for compliance. Run the validation sc…

Verified80B
design-kpis XiaomiMiMo/MiMo-Code
Design KPI frameworks, metric definitions, targets, guardrails, and measurement plans for product or business decisions. Use when success metrics, drivers, guardrails, targets, or…

Verified80B
hf-cloud-sagemaker-production-defaults huggingface/skills
Create a SageMaker endpoint (real-time, real-time scale-to-zero, or async) with autoscaling, CloudWatch alarms, and tagging enabled by default. Use this skill whenever about to cr…

Verified80B
hf-cloud-serving-image-selection huggingface/skills
Pick the right serving container for a SageMaker model deployment and find its current image URI. Use this skill whenever about to deploy a model to a SageMaker endpoint and an im…

Verified80B
generate-python-runnability-test google/adk-recipes
Generates a lightweight `tests/test_runnability.py` for a Python recipe. The test just imports the recipe's agent module and asserts that `root_agent is not None` (and `app is not…

Verified80B
litert-runtime android/skills
Configures and implements LiteRT (.tflite) on-device inference on Android in Kotlin using the CompiledModel API on CPU and GPU. Use this skill for any Android LiteRT or .tflite ta…

Verified80B
skill-developer diet103/claude-code-infrastructure-showcase
Create and manage Claude Code skills following Anthropic best practices. Use when creating new skills, modifying skill-rules.json, understanding trigger patterns, working with hoo…

Verified80B
testing-handbook-generator trailofbits/skills
Generates Claude Code skills from the Trail of Bits Testing Handbook (appsec.guide), analyzing handbook pages and emitting SKILL.md files with the structure each skill type requir…

Verified80B
health tw93/Waza
Audits or prunes agent config, instruction drift, hooks or MCP, and AI maintainability. Use when Claude, Codex, or Pi setup looks wrong or guidance needs slimming. Not for applica…

Verified80B
ui-widget-developer microsoft/skills
Build MCP servers for Copilot Chat using the OpenAI Apps SDK or MCP Apps SDK widget rendering support (any language). Use this skill when: - Creating MCP servers that integrate wi…

Verified80B
wiki-llms-txt microsoft/skills
Generates llms.txt and llms-full.txt files for LLM-friendly project documentation following the llms.txt specification. Use when the user wants to create LLM-readable summaries, l…

Verified80B
plan-orchestrate affaan-m/ECC
Read a plan document, decompose it into steps, classify each step, and emit the ready-to-paste ECC slash command for that step, carrying the step identifier and scope in the comma…

79B
context-engineering addyosmani/agent-skills
Optimizes agent context setup. Use when starting a new session, when agent output quality degrades, when switching between tasks, or when you need to configure rules files and con…

79B
create-verification-skill paperclipai/paperclip
Generate a project-local verification skill that drives your app the way a user does — any language, framework, or platform. Use for /create-verification-skill, "make a control sk…

79B
wiki-lint paperclipai/paperclip
Use when an LLM Wiki operation issue is a lint or health check. Audit for contradictions, orphans, weak provenance, broken links, missing concept pages, and index/log drift; retur…

79B
prompt-optimizer github/awesome-copilot
Turn any rough prompt, half-formed idea, or task description into a finished, ready-to-send prompt optimized for any LLM model inside a chat interface — NOT the API. Use this skil…

79B
orchestrating-llm-attacks-with-pyrit mukul975/Anthropic-Cybersecurity-Skills
Build automated multi-turn adversarial attacks against conversational LLM targets using Microsoft PyRIT's RedTeamingOrchestrator, CrescendoOrchestrator (gradual escalation), and T…

79B
red-teaming-llms-with-garak mukul975/Anthropic-Cybersecurity-Skills
Runs NVIDIA garak probe suites (jailbreak, prompt injection, data leakage, toxicity, and more) against an LLM endpoint - Hugging Face models, OpenAI-compatible APIs, or Bedrock -…

79B
minion-orchestrator garrytan/gbrain
Unified Minions skill for both deterministic shell jobs and LLM subagent orchestration. Replaces the older `gbrain-jobs` routing intent. Use when: submitting gbrain jobs, shell/ba…

79B
recap rohitg00/agentmemory
Summarize the last N agent sessions for the current project, grouped by date, with highlight observations per session. Use when the user asks "recap", "what have we been doing", "…

79B
agent-reproduce-feature QwenLM/qwen-code
Use when reproducing an existing Codex or Claude Code feature in Qwen Code or another agent CLI by choosing a reference agent, capturing HTTP request bodies, prompts, tool/functio…

79B
goal-draft QwenLM/qwen-code
Turn a fuzzy intention into a /goal objective the Goal verifier can actually judge - one outcome, numbered binary "Done when" checks that leave evidence in the transcript, guardra…

79B
agent-platform-endpoint-management google/skills
Manages Agent Platform serving endpoints. Use when you need to create, list, describe, update, or delete serving endpoints for model deployment on Agent Platform. Also use when tr…

79B
bigquery-migration-sql-translator google/skills
Translates SQL queries, DDL schemas, and stored procedures from legacy database dialects (Teradata, Oracle, Redshift, Snowflake, SparkSQL, HiveQL) to BigQuery GoogleSQL using the…

79B
google-cloud-solution-agentic-analytics-spark-knowledge-catalog google/skills
Discovers requirements and designs an end-to-end governed agentic analytics solution using Knowledge Catalog and Managed Service for Apache Spark (Lightning Engine). Use when desi…

79B
paper-claim-audit wanshuiyin/Auto-claude-code-research-in-sleep
Zero-context verification that every number, comparison, and scope claim in the paper matches raw result files. Uses a fresh cross-model reviewer with NO prior context to prevent…

79B
writing-systems-papers wanshuiyin/Auto-claude-code-research-in-sleep
Paragraph-level structural blueprint for 10-12 page systems papers targeting OSDI, SOSP, ASPLOS, NSDI, and EuroSys. Provides page allocation, paragraph templates, and writing patt…

79B
huggingface-vision-trainer huggingface/skills
Trains and fine-tunes vision models for object detection (D-FINE, RT-DETR v2, DETR, YOLOS), image classification (timm models — MobileNetV3, MobileViT, ResNet, ViT/DINOv3 — plus a…

79B
convex-migration-helper openclaw/clawhub
Plans Convex schema and data migrations with widen-migrate-narrow and @convex-dev/migrations. Use for breaking schema changes, backfills, table reshaping, or zero-downtime rollout…

79B
convex-performance-audit openclaw/clawhub
Audits Convex performance for reads, subscriptions, write contention, and function limits. Use for slow features, insights findings, OCC conflicts, or read amplification.

79B
skill-improver trailofbits/skills
Runs an autonomous review-and-fix improvement loop over a Claude Code skill until a review comes back clean, with a cross-round findings ledger, escalation when fixes stop converg…

79B
aks-gpu-inference microsoft/skills
Diagnose Day-2 AKS GPU and KAITO incidents using profile-aware, read-only evidence. WHEN: 'Insufficient nvidia.com/gpu', GPU pod Pending, model-load OOM, DCGM/VRAM, KAITO Workspac…

79B
capacity microsoft/skills
Discovers available Azure OpenAI model capacity across regions and projects. Analyzes quota limits, compares availability, and recommends optimal deployment locations based on cap…

79B
dispatching-parallel-agents obra/superpowers
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies

78B
data-scraper-agent affaan-m/ECC
Build a fully automated AI-powered data collection agent for any public source — job boards, prices, news, GitHub, sports, anything. Runs on a schedule, enriches data with a free…

78B
mem-setup thedotmack/claude-mem
This skill should be used when the user asks to "set up claude-mem", "pair claude-mem", "connect cmem", "add my cmem key", "set up cloud sync in Cowork" or in the Claude app, or p…

78B
analytics coreyhaines31/marketingskills
When the user wants to set up or audit analytics, or asks whether a metric or number is calculated right, what to track, or how to name events: tracking plans, GA4, GTM, Mixpanel,…

78B
eval-driven-dev github/awesome-copilot
Improve AI application with evaluation-driven development. Define eval criteria, instrument the application, build golden datasets, observe and evaluate application runs, analyze…

78B
tldr-prompt github/awesome-copilot
Create tldr summaries for GitHub Copilot files (prompts, agents, instructions, collections), MCP servers, or documentation from URLs and queries.

78B
workiq-copilot github/awesome-copilot
Guides the Copilot CLI on how to use the WorkIQ CLI/MCP server to query Microsoft 365 Copilot data (emails, meetings, docs, Teams, people) for live context, summaries, and recomme…

78B
dispatching-parallel-agents davila7/claude-code-templates
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies

78B
readonly-sql-guard davila7/claude-code-templates
Make an agent's database access provably read-only. Use when an agent runs caller-supplied SQL against a production/ERP/analytics database (a "query" MCP tool, text-to-SQL, an adm…

78B
skill-judge davila7/claude-code-templates
Evaluate Agent Skill design quality against official specifications and best practices. Use when reviewing, auditing, or improving SKILL.md files and skill packages. Provides mult…

78B
forget rohitg00/agentmemory
Delete selected durable memories from agentmemory after showing them and getting explicit confirmation. Use when the user says "forget this", "delete memory", "remove that note",…

78B
agent-platform-access-audit google/skills
Audits AI agent data access, blast radius, and blocked policy operations in Google Cloud by querying Cloud Audit Logs via BigQuery. Use when investigating what resources or servic…

78B
agent-platform-tuning google/skills
Agent Platform Model Tuning. Use when you need to fine-tune open models or Gemini models using Agent Platform infrastructure. Don't use for model training outside Agent Platform,…

78B
paper-slides wanshuiyin/Auto-claude-code-research-in-sleep
Generate conference presentation slides (beamer LaTeX → PDF + editable PPTX) from a compiled paper, with speaker notes and full talk script. Use when user says "做PPT", "做幻灯片", "ma…

78B
create-verification-skill cursor/plugins
Generate a project-local verification skill that drives your app the way a user does — any language, framework, or platform. Use for /create-verification-skill, "make a control sk…

78B
database-operation jxxghp/MoviePilot
Use this skill when you need to inspect, query, maintain, or carefully modify the MoviePilot database. This skill uses the bundled scripts/mp-db.py helper, which reads MoviePilot…

78B
huggingface-llm-trainer huggingface/skills
Train or fine-tune language and vision models using TRL (Transformer Reinforcement Learning) or Unsloth with Hugging Face Jobs infrastructure. Covers SFT, DPO, GRPO and reward mod…

78B
mermaid-to-proverif trailofbits/skills
Translates Mermaid sequenceDiagrams describing cryptographic protocols into ProVerif formal verification models (.pv files). Use when generating a ProVerif model, formally verifyi…

78B
video-to-superprompt MengTo/Skills
Turn a reference video into a super detailed recreation or inspiration prompt. Use when the user provides, mentions, uploads, links, or points to a video and asks to analyze the d…

78B
declarative-agent-developer microsoft/skills
Create, build, deploy, and localize declarative agents for M365 Copilot and Teams. USE THIS SKILL for ANY task involving a declarative agent — including localization, scaffolding,…

78B
django-perf-review getsentry/skills
Django performance code review. Use when asked to "review Django performance", "find N+1 queries", "optimize Django", "check queryset performance", "database performance", "Django…

78B
agent-security-hardening affaan-m/ECC
Security hardening guidance for AI agent frameworks that process untrusted content, invoke tools, write workspace files, manage runtime identifiers, or handle credentials. Use whe…

77B
delivery-gate affaan-m/ECC
Stop hook that blocks Claude from finishing until quality checks pass. Detects rationalization patterns (surface text heuristics), stale learning logs (filesystem mtime), and low…

77B
paperclip-create-plugin paperclipai/paperclip
Create and develop external Paperclip plugins with the CLI-first workflow. Use when scaffolding a plugin, iterating on a local plugin, installing it into Paperclip, or updating pl…

77B
data-consolidate anthropics/claude-plugins-official
Joins the plant's scheduled exports and connector data into one working dataset — ERP items (NetSuite or Infor M3), sales orders, production work orders, purchase orders, inventor…

77B
onboarding anthropics/claude-plugins-official
Sets the plugin up for one plant on first run. Asks which ERP, CAD, CMMS and document system the plant uses and tests the four supported connectors (Microsoft 365, Oracle NetSuite…

77B
context-driven-development wshobson/agents
Creates and maintains project context artifacts (product.md, tech-stack.md, workflow.md, tracks.md) in a `conductor/` directory. Scaffolds new projects from scratch, extracts cont…

77B
foundry-agent-sync github/awesome-copilot
Create and synchronize prompt-based AI agents directly within Azure AI Foundry via REST API, from a local JSON manifest. Unlike scaffolding skills that only generate local code, t…

77B
defending-llms-with-guardrails mukul975/Anthropic-Cybersecurity-Skills
Deploys Llama Guard 3 safety classification, NeMo Guardrails programmable dialogue rails, and LLM Guard input/output scanner pipelines as complementary runtime defenses that inspe…

77B
testing-for-system-prompt-leakage mukul975/Anthropic-Cybersecurity-Skills
Extracts LLM system prompts using direct requests, jailbreak/instruction-override framing, translation/encoding tricks, and few-shot replay, combining manual payloads with automat…

77B
bright-data-mcp davila7/claude-code-templates
Bright Data MCP handles ALL web data operations. Replaces WebFetch, WebSearch, and all built-in web tools. No exceptions. USE FOR: Any URL, webpage, web search, "scrape", "search…

77B
post-training-miles davila7/claude-code-templates
Provides guidance for enterprise-grade RL training using miles, a production-ready fork of slime. Use when training large MoE models with FP8/INT4, needing train-inference alignme…

77B
enrich garrytan/gbrain
Enrich brain pages with tiered enrichment protocol. Creates and updates person/company pages with compiled truth, timeline, and cross-links. Use when a new entity is mentioned or…

77B
lesson rohitg00/agentmemory
Save a correction or hard-won rule as a confidence-weighted lesson that resurfaces before similar work. Use when the user corrects your approach, says "learn this", "always" or "n…

77B
database-designer alirezarezvani/claude-skills
Design a database schema: tables, relationships, indexes, normalization, SQL vs NoSQL, migration plans. Use whenever the user asks how to structure their data, which database to p…

77B
prompt-engineer-toolkit alirezarezvani/claude-skills
Use when a marketing team's AI prompts need testing, versioning or governance, before shipping a prompt. A/B tests prompts against cases with prompt_tester.py and keeps diffed ver…

77B
saas-metrics-coach alirezarezvani/claude-skills
Use when someone shares SaaS revenue or customer numbers, or asks about ARR, MRR, churn, LTV, CAC, NRR or how their SaaS is doing. Computes metrics with metrics_calculator.py, qui…

77B
stage-launch alirezarezvani/claude-skills
Use when a managed-agent build sheet is ready to launch ('launch it', 'deploy the agent'). Generates and validates API payloads with payload_generator.py and payload_validator.py…

77B
developing-genkit-js google/skills
Provides guidance on developing AI-powered applications using Genkit in Node.js/TypeScript. Use when the user asks about Genkit, AI agents, flows, or tools in JavaScript/TypeScrip…

77B
google-cloud-solution-rag-enterprise-search-gke-sqldb google/skills
Discovers requirements, and generates architectural, design, and deployment guidance for a retrieval-augmented generation (RAG)-capable enterprise search system in Google Cloud. U…

77B
pua-en tanweai/pua
Put your AI on a Performance Improvement Plan. Forces exhaustive problem-solving with Western big-tech performance culture rhetoric and structured debugging. Trigger when: (1) tas…

77B
experiment-queue wanshuiyin/Auto-claude-code-research-in-sleep
SSH job queue for multi-seed/multi-config ML experiments with OOM-aware retry, stale-screen cleanup, and wave-transition race prevention. Use when user says "batch experiments", "…

77B
paper-illustration-image2 wanshuiyin/Auto-claude-code-research-in-sleep
Generate publication-quality academic illustrations through a local Codex app-server bridge that uses Codex native image generation. This is a separate experimental alternative to…

77B
render-html wanshuiyin/Auto-claude-code-research-in-sleep
Render an ARIS Markdown / JSON artifact (IDEA_REPORT, AUTO_REVIEW, KILL_ARGUMENT, PAPER_PLAN, research-wiki state, etc.) into a single-file HTML view designed for human reading. U…

77B
evolving-ai-agents Orchestra-Research/AI-Research-SKILLs
Provides guidance for automatically evolving and optimizing AI agents across any domain using LLM-driven evolution algorithms. Use when building self-improving agents, optimizing…

77B
report-to-pdf XiaomiMiMo/MiMo-Code
Narrow conversion skill. Invoke only when the user explicitly asks to convert an existing Data Analytics report, dashboard, or inline chart export into a PDF artifact.

77B
agents-cli-aqua google/adk-recipes
Work with the Ambient Quality Agent (AQuA) added to this agents-cli project: augment the agents-cli agent with AQuA or attach the agent to an AQuA deployed elsewhere, read the qua…

77B
web-technique-to-skill MengTo/Skills
Turn a visual or interaction technique you already built into a reusable web-design skill, by isolating the one mechanism that makes it work while reproducing its approved referen…

77B
subagent-creator tech-leads-club/agent-skills
Guide for creating AI subagents with isolated context for complex multi-step workflows. Use when users want to create a subagent, specialized agent, verifier, debugger, or orchest…

77B
create-agent-adapter paperclipai/paperclip
Create or modify Paperclip agent adapters across server, UI, and CLI surfaces. Use when adding support for a new CLI agent, API agent, custom process, or adapter package.

76B
reflection-coach paperclipai/paperclip
Reflect on another agent's recent execution record and propose the smallest durable instruction, skill, or tool-description change. Use for evidence-backed coaching proposals, nev…

76B
xlsx ComposioHQ/awesome-claude-skills
Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xl…

76B
learn rohitg00/ai-engineering-from-scratch
Interactive lesson tutor for the AI Engineering from Scratch curriculum. Reads LEARNING.md, fetches the next lesson, teaches it section by section in the terminal, quizzes at the…

76B
claude-md luongnv89/claude-howto
Create or update CLAUDE.md files following best practices for optimal AI agent onboarding

76B
math-olympiad anthropics/claude-plugins-official
Solve competition math problems (IMO, Putnam, USAMO, AIME) with adversarial verification that catches the errors self-verification misses. Activates when asked to 'solve this IMO…

76B
plugin-settings anthropics/claude-plugins-official
This skill should be used when the user asks about "plugin settings", "store plugin configuration", "user-configurable plugin", ".local.md files", "plugin state files", "read YAML…

76B
foundry-agentic-loop github/awesome-copilot
Build agentic solutions on Microsoft Foundry, GitHub and Azure: hosted agents, toolbox tools and skills, Foundry IQ grounding and a React/FastAPI app. Three modes: rapid prototypi…

76B
pinecone-rag github/awesome-copilot
Build production RAG pipelines and persistent agent memory using Pinecone as the vector database backend. ALWAYS USE THIS SKILL when the user mentions Pinecone, wants to index doc…

76B
sql-object-impact-analysis github/awesome-copilot
Before modifying a table, column, stored procedure, view, or trigger in a legacy codebase, trace every place that references it — across other SQL objects (procs, views, triggers)…

76B
evaluation-lm-evaluation-harness davila7/claude-code-templates
Evaluates LLMs across 60+ academic benchmarks (MMLU, HumanEval, GSM8K, TruthfulQA, HellaSwag). Use when benchmarking model quality, comparing models, reporting academic results, o…

76B

Scores come from a snapshot of 300 public GitHub repositories taken on 12 November 2026. Every score is the result of fixed checks run by code; no AI is involved. How scoring works.