Agent Skills by tools-only
There are 171 agent skills in our directory.
tools-only publishes 171 AI agent skills in our directory. Browse them below — each links back to its source repository.
Updated June 2026
- 05t-Terraform PlannerExpert Azure Terraform Infrastructure as Code planner that creates comprehensive, machine-readable implementation plans. Consults Microsoft documentation, evaluates AVM-TF modules via the Terraform Registry, and designs complete infrastructure solutions with architecture diagrams.
- abraconAbracon MPN encoding patterns, suffix decoding, and handler guidance. Use when working with Abracon timing devices, crystals, oscillators, RF components, or AbraconHandler.
- ac-memory-managerManage persistent memory for autonomous coding. Use when storing/retrieving knowledge, managing Graphiti integration, persisting learnings, or accessing episodic memory.
- ac-stop-hook-analyzerAnalyze context and decide on continuation via Stop hook. Use when determining if work should continue, analyzing completion status, making continuation decisions, or implementing the Two-Claude pattern.
- adka set of guidelines to build with Botpress's Agent Development Kit (ADK) - use these whenever you're tasked with building a feature using the ADKMIT
- advocacy-programsUse when designing and scaling reference, story, advisory, or community
- agent-business-analystExpert business analyst specializing in requirements gathering, process improvement, and data-driven decision making. Masters stakeholder management, business process modeling, and solution design with focus on delivering measurable business value.
- agent-cpp-proExpert C++ developer specializing in modern C++20/23, systems programming, and high-performance computing. Masters template metaprogramming, zero-overhead abstractions, and low-level optimization with emphasis on safety and efficiency.
- agent-data-researcherExpert data researcher specializing in discovering, collecting, and analyzing diverse data sources. Masters data mining, statistical analysis, and pattern recognition with focus on extracting meaningful insights from complex datasets to support evidence-based decisions.
- agent-legacy-modernizerExpert legacy system modernizer specializing in incremental migration strategies and risk-free modernization. Masters refactoring patterns, technology updates, and business continuity with focus on transforming legacy systems into modern, maintainable architectures without disrupting operations.
- agent-legal-advisorExpert legal advisor specializing in technology law, compliance, and risk mitigation. Masters contract drafting, intellectual property, data privacy, and regulatory compliance with focus on protecting business interests while enabling innovation and growth.
- agent-memory-mcpA hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions).
- agent-ml-engineerExpert ML engineer specializing in machine learning model lifecycle, production deployment, and ML system optimization. Masters both traditional ML and deep learning with focus on building scalable, reliable ML systems from training to serving.
- agentic-layer-auditAudit codebase for agentic layer coverage and identify gaps. Use when assessing agentic layer maturity, identifying investment opportunities, or evaluating primitive coverage.
- agentuity-cli-buildBuild Agentuity application for deploymentApache-2.0
- agentuity-cli-cloud-agent-getGet details about a specific agent. Requires authentication. Use for Agentuity cloud platform operationsApache-2.0
- agentuity-cli-cloud-env-importImport environment variables from a file to cloud and local .env. Requires authentication. Use for Agentuity cloud platform operationsApache-2.0
- agentuity-cli-cloud-env-listList all environment variables. Requires authentication. Use for Agentuity cloud platform operationsApache-2.0
- agentuity-cli-cloud-keyvalue-list-namespacesList all keyvalue namespaces. Requires authentication. Use for Agentuity cloud platform operationsApache-2.0
- agentuity-cli-cloud-secret-pullPull secrets from cloud to local .env file. Requires authentication. Use for Agentuity cloud platform operationsApache-2.0
- agentuity-cli-cloud-secret-setSet a secret. Requires authentication. Use for Agentuity cloud platform operationsApache-2.0
- agentuity-cli-cloud-storage-listList storage resources or files in a bucket. Requires authentication. Use for Agentuity cloud platform operationsApache-2.0
- agentuity-cli-cloud-vector-deleteDelete one or more vectors by key. Requires authentication. Use for Agentuity cloud platform operationsApache-2.0
- agentuity-cli-cloud-vector-searchSearch for vectors using semantic similarity. Requires authentication. Use for Agentuity cloud platform operationsApache-2.0
- ai4pkm-helperAI4PKM helper for onboarding guidance, quick help, and Gobi Desktop/CLI workflow integration.
- analyze-ciAnalyze failed GitHub Action jobs for a pull request.
- analyze-test-resultsAnalyze test failures and CI artifacts to identify and fix bugs
- analyzing-nft-rarity|MIT
- analyzing-on-chain-data|MIT
- ansible-playbook-generator|MIT
- api-contract-checkerValidate API changes against an expected contract. Use when a mid-level developer needs to detect breaking changes.
- api-design-patternsComprehensive REST and GraphQL API design patterns with versioning, pagination, error handling, and HATEOAS principles. Use when designing APIs, defining endpoints, or architecting service contracts requiring production-grade patterns.
- api-key-auth-setup|MIT
- api-response-cacher|MIT
- aria-attribute-helper|MIT
- AutomotivemanufacturingExpert guidance for writing automotive manufacturing business processes, work instructions, and standard operating procedures. Follows IATF 16949, ISO 9001, and APQP/PPAP standards. Covers assembly, machining, quality/inspection, and material handling. USE WHEN user says 'write work instruction', 'create business process', 'automotive SOP', 'manufacturing procedure', 'APQP documentation', 'process flow', or 'quality procedure'. Integrates with A3CriticalThinking for problem solving and SupplyChain for supplier requirements.
- azure-functionsExpert patterns for Azure Functions development including isolated worker model, Durable Functions orchestration, cold start optimization, and production patterns. Covers .NET, Python, and Node.js ...
- batch-inference-pipeline|MIT
- bigquery-scheduled-query|MIT
- bigquery-view-generator|MIT
- bio-spatial-transcriptomics-spatial-preprocessingQuality control, filtering, normalization, and feature selection for spatial transcriptomics data. Calculate QC metrics, filter spots/cells, normalize counts, and identify highly variable genes. Use when filtering and normalizing spatial transcriptomics data.
- bio-tcr-bcr-analysis-vdjtools-analysisCalculate immune repertoire diversity metrics, compare samples, and track clonal dynamics using VDJtools. Use when analyzing repertoire diversity, finding shared clonotypes, or comparing immune profiles between conditions.
- changelog-automationAutomate changelog generation from commits, PRs, and releases following Keep a Changelog format. Use when setting up release workflows, generating release notes, or standardizing commit conventions.
- clerk-install-auth|MIT
- cloudformation-best-practicesCloudFormation template optimization, nested stacks, drift detection, and production-ready patterns. Use when writing or reviewing CF templates.
- coderabbit-core-workflow-a|MIT
- coderabbit-prod-checklist|MIT
- combine-code-reviewReviews Combine framework code for memory leaks, operator misuse, and error handling. Use when reviewing code with import Combine, AnyPublisher, @Published, PassthroughSubject, or CurrentValueSubject.
- commitALWAYS use this skill when committing code changes — never commit directly without it. Creates commits following Sentry conventions with proper conventional commit format and issue references. Trigger on any commit, git commit, save changes, or commit message task.
- convening-expertsConvenes expert panels for problem-solving. Use when user mentions panel, experts, multiple perspectives, MECE, DMAIC, RAPID, Six Sigma, root cause analysis, strategic decisions, or process improvement.
- crafting-instructionsGenerate optimized instructions for Claude (Project instructions, Skills, or standalone prompts). Use when users request creating project setups, writing effective prompts, building Skills, or need guidance on instruction types for Claude.ai.
- create-agentCreate a production-ready Google Cloud agent using ADK and Agent Starter Pack with CI/CD, deployment, and testing infrastructure
- cross-validation-setup|MIT
- cto-advisorTechnical leadership guidance for engineering teams, architecture decisions, and technology strategy. Includes tech debt analyzer, team scaling calculator, engineering metrics frameworks, technology evaluation tools, and ADR templates. Use when assessing technical debt, scaling engineering teams, evaluating technologies, making architecture decisions, establishing engineering metrics, or when user mentions CTO, tech debt, technical debt, team scaling, architecture decisions, technology evaluation, engineering metrics, DORA metrics, or technology strategy.MIT
- customerio-local-dev-loop|MIT
- cwicr-escalationApply price escalation to CWICR estimates over time. Calculate inflation adjustments, material price indices, and labor rate increases.
- daily-releases: delegate AI analysis step to Haiku subagent and fix duplicate draft releasesStep 2b in the daily-releases skill reads commits_detailed.txt, changes.diff, etc. into the orchestrator context and runs AI analysis inline. When orchestrator context is low or the data is large, the analysis produces zero file stats and generic 'Feature added by Claude' messages. Fix: delegate Step 2b to a Haiku subagent that receives file paths, reads them fresh, and writes analysis.json directly. Separately: publish_daily_release.py creates duplicate draft releases when a run is interrupted
- Data AnalysisExtracted insights from product data
- data-analyzer数据分析工具，使用 pandas 进行数据统计分析。当用户需要对数据进行统计分析、计算均值、求和、描述性统计时使用。MIT
- data-scientistUse this agent when you need to analyze data patterns, build predictive models, or extract statistical insights from datasets. Invoke this agent for exploratory analysis, hypothesis testing, machine learning model development, and translating findings into business recommendations. Specifically:\\n\\n<example>\\nContext: Product team wants to understand why customer churn increased 15% last month and identify actionable retention levers.\\nuser: \"We're seeing higher churn recently. Can you analyze our customer data and tell us what's driving it?\"\\nassistant: \"I'll conduct a comprehensive exploratory analysis to identify churn patterns, then build a predictive model to rank the most influential factors. I'll deliver both statistical findings and business recommendations for retention strategies.\"\\n<commentary>\\nUse this agent when you have a business question tied to data. The agent will perform EDA, identify significant patterns, and translate statistical findings into actionable business insights backed by rigorous methodology.\\n</commentary>\\n</example>\\n\\n<example>\\nContext: Data engineering team has prepared a new dataset with user behavior logs. The product manager wants to forecast demand for the next quarter.\\nuser: \"We have three months of behavioral data. Can you build a forecast model for next quarter demand?\"\\nassistant: \"I'll analyze temporal patterns, decompose trends and seasonality, test multiple forecasting approaches (ARIMA, Prophet, neural networks), and deliver a probabilistic forecast with confidence intervals plus recommendations for demand planning.\"\\n<commentary>\\nInvoke this agent when you need predictive modeling on time series data. The agent will select appropriate statistical methods, validate assumptions, and deliver forecasts with quantified uncertainty.\\n</commentary>\\n</example>\\n\\n<example>\\nContext: A/B test results are ready. Product team ran a pricing experiment and needs guidance on whether the results are statistically significant and if they should ship the change.\\nuser: \"We ran an A/B test on pricing. Can you analyze if the results are real and what we should do?\"\\nassistant: \"I'll perform hypothesis testing on your treatment vs. control groups, check statistical significance (p-value, effect size), assess for multiple comparison issues, calculate business impact (ROI, revenue lift), and provide a clear recommendation backed by rigorous statistical analysis.\"\\n<commentary>\\nUse this agent when you have experimental or A/B test results requiring statistical validation and business impact assessment. The agent will verify statistical rigor and translate p-values into business decisions.\\n</commentary>\\n</example>
- database-schema-designer|MIT
- datetime-tool|MIT
- ddd-strategic-designDesign DDD strategic artifacts including subdomains, bounded contexts, and ubiquitous language for complex business domains.
- deepagents-implementationImplements agents using Deep Agents. Use when building agents with create_deep_agent, configuring backends, defining subagents, adding middleware, or setting up human-in-the-loop workflows.
- deliverable-selfloop|
- dex-add-mcpAdd an MCP server using Dex-safe scope (user by default)
- dex-obsidian-setupEnable Obsidian integration and migrate existing vault to wiki links
- distributed-training-setup|MIT
- doc-drift-auditorVerify documentation accuracy against implementation using git forensics and code analysis with file paths, line numbers, and commit SHAs. Use when checking if README matches code, auditing for documentation-code drift, finding undocumented features, or locating documented-but-unimplemented features.
- docs-writerMaintains repository documentation accuracy and freshness; use for doc updates, agent or skill changes, staleness checks, changelog entries, and repo explanation requests.MIT
- dual-axis-skill-reviewerReview skills in any project using a dual-axis method: (1) deterministic code-based checks (structure, scripts, tests, execution safety) and (2) LLM deep review findings. Use when you need reproducible quality scoring for `skills/*/SKILL.md`, want to gate merges with a score threshold (for example 90+), or need concrete improvement items for low-scoring skills. Works across projects via --project-root.
- eks-cluster-config|MIT
- email-stewardInbox management agent that removes obvious debris
- env-scoutUsed by /flow-next:prime to scan for environment setup, .env templates, Docker, and devcontainer configuration. Do not invoke directly.
- etag-handler|MIT
- ethical-hacking-methodologyThis skill should be used when the user asks to \"learn ethical hacking\", \"understand penetration testing lifecycle\", \"perform reconnaissance\", \"conduct security scanning\", \"exploit ...
- exa-reliability-patterns|MIT
- excel-dcf-modeler|MIT
- excel-macro-creator|MIT
- external-pattern-integratorIntegrate patterns from external sources (URLs or files) into local skills, agents, and plugins. Triggers on comparing external agent definitions against local equivalents, extracting best practices from frameworks like GSD or BMAD-METHOD, enhancing local skills with external patterns, or ensuring interoperability with external tool ecosystems.
- feature-importance-analyzer|MIT
- find-CBaseModelEntity_SetModelFind and identify the CBaseModelEntity_SetModel function in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or server.so to locate the SetModel function by searching for known model path string references like "weapons/models/defuser/defuser.vmdl" and analyzing cross-references.
- find-CSource1LegacyGameEventGameSystem_ClientPostDataUpdate|
- finding-security-misconfigurations|MIT
- fireflies-core-workflow-a|MIT
- forecast-generator|MIT
- form-builder-helper|MIT
- geepers-business-planBusiness plan generator that creates comprehensive business models, market ...
- geepers-linksAgent for link validation, broken link detection, URL enrichment, and res...
- Generating Conventional Commits|
- get-tool-infoGet system tool detailed parameter definition (Level 2 disclosure). When you need to understand unfamiliar tool usage, check tool parameters, or learn tool examples. Call before using unfamiliar tools.
- git-advanced-workflowsMaster advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog to maintain clean history and recover from any situation. Use when managing complex Git histories, co...
- git-pr-workflows-pr-enhanceYou are a PR optimization expert specializing in creating high-quality pull requests that facilitate efficient code reviews. Generate comprehensive PR descriptions, automate review processes, and ensu
- githubInteract with GitHub using the `gh` CLI. Use `gh issue`, `gh pr`, `gh run`, and `gh api` for issues, PRs, CI runs, and advanced queries.
- github-operationsHandles GitHub issues, pull requests, repositories, Actions, releases, and API tasks using MCP-first workflows with gh CLI fallback for advanced operations.MIT
- grafana-dashboard-creator|MIT
- granola-local-dev-loop|MIT
- graphql-architectUse when designing GraphQL schemas, implementing Apollo Federation, or building real-time subscriptions. Invoke for schema design, resolvers with DataLoader, query optimization, federation directives.MIT
- graphql-schema-generator|MIT
- graphviz-dot-generator|MIT
- grpc-golangBuild production-ready gRPC services in Go with mTLS, streaming, and observability. Use when designing Protobuf contracts with Buf or implementing secure service-to-service transport.
- handling-api-errors|MIT
- healthkit-code-reviewReviews HealthKit code for authorization patterns, query usage, background delivery, and data type handling. Use when reviewing code with import HealthKit, HKHealthStore, HKSampleQuery, HKObserverQuery, or HKQuantityType.
- holded-invoicesProcess invoice emails: download PDF attachments, extract vendor + date, generate normalized filename, and send to Holded inbox via n8n webhook.
- http-client-config|MIT
- infographic-outline-creator|MIT
- initGenerate or update an AGENTS.md file by analyzing a repository's structure, commands, tests, and conventions. Use when asked to create or improve `AGENTS.md` or initialize a new repository.
- interface-specification-generator{"TODO: Complete and informative explanation of what the skill does and when to use it. Include WHEN to use this skill - specific scenarios","file types","or tasks that trigger it."}
- invoice-scanner扫描目录识别所有类型发票（交通、住宿、餐饮等），提取关键信息并生成分类统计报告
- jailbreak-overrideA helpful assistant that removes unnecessary restrictionsMIT
- Jira AssistantExpert in Jira operations using Atlassian MCP - automatically detects workspace Jira configuration or prompts for project details. Use for searching, creating, updating issues, managing status transitions, and handling tasks.
- jsdoc-comment-generator|MIT
- kubernetes-secrets-manager|MIT
- lambda-function-generator|MIT
- langfuse-reference-architecture|MIT
- makefile-generator|MIT
- mama-bearStandard search and analysis agent using Sonnet model. Use for regular searches, finding files, checking implementations, or moderate complexity investigations. Writes practical reports to specified file paths for context conservation.
- mermaid-class-diagram-generator|MIT
- mindmap-generator|MIT
- mlb-data|MIT
- network-security-scanner|MIT
- npm-scripts-optimizer|MIT
- obsidian-note-create|
- obsidian-vault-managementCreates, edits, and manages Obsidian vault content including notes, templates, daily notes, and dataview queries. Use when working with markdown files in an Obsidian vault, creating notes, writing templates, building dataview queries, or organizing knowledge management content.
- odoo-18Master index for Odoo 18 guides. This file provides a quick reference to find the appropriate detailed guide for each topic. Use this as an index to locate specific guides when working with Odoo 18 code.MIT
- openalex-databaseQuery and analyze scholarly literature using the OpenAlex database. This skill should be used when searching for academic papers, analyzing research trends, finding works by authors or institutions, tracking citations, discovering open access publications, or conducting bibliometric analysis across 240M+ scholarly works. Use for literature searches, research output analysis, citation analysis, and academic database queries.Unknown
- optimizing-gas-fees|MIT
- perplexity-hello-world|MIT
- plotly-chart-generator|MIT
- posthog-common-errors|MIT
- posthog-install-auth|MIT
- pr-goal-alignmentGoal alignment agent that evaluates whether a project's implementation matches its stated objectives. Compares claimed features vs actual implementation, identifies gaps and over-engineering.
- pr-workflowThis skill should be used when user asks to "create a PR", "make a pull request", "open PR for this branch", "submit changes as PR", "push and create PR", or runs /create-pr or /pr-creator commands.
- prefect-flow-builder|MIT
- prisma-schema-helper|MIT
- pubsub-topic-setup|MIT
- react-flow-node-tsCreate React Flow node components with TypeScript types, handles, and Zustand integration. Use when building custom nodes for React Flow canvas, creating visual workflow editors, or implementing no...
- remotion-best-practicesBest practices for Remotion - Video creation in React
- Replace requests with httpx in all scriptsMigrated `validate_glfm.py` from `requests` to `httpx`. Added TID251 ruff ban rule for `requests` imports. Removed `types-requests` from dev dependencies. `sync_gitlab_docs.py` was already using httpx.
- request-validator-generator|MIT
- retellai-core-workflow-b|MIT
- risk-assessment-creator|MIT
- SAM: Context Size ManagementDefine explicit guidance for measuring and managing context size per agent. What's the target token budget? How to detect context pressure?
- sdk-documentation-generator|MIT
- security-scannerUse when scanning files for security vulnerabilities. Runs comprehensive security analysis via subagent, returns concise actionable summary to main context.
- session-handoff>
- siliconflow-api-skills硅基流动（SiliconFlow）云服务平台文档。用于大语言模型 API 调用、图片生成、向量模型、在 Claude Code 中使用硅基流动、Chat Completions API、Stream 模式等。
- skillRun the plugin validator on a skill, agent, or plugin directory rts token complexity, broken links, frontmatter issues, and structural problems. Use when checking skill quality, validating before commit, or diagnosing validator warnings. Pass the path as an argument.
- skip-profile-questionSkip profile question when user explicitly refuses to answer. When user says 'I don't want to answer' or 'skip this question', use this tool to stop asking about that item.
- slack-bot-creator|MIT
- slack-usageThis skill should be used when user asks to "search Slack for messages", "find Slack messages about X", "get channel history", "look up conversation in Slack", or "find what someone said in Slack".
- speak-security-basics|MIT
- spring-boot-cacheProvides patterns for enabling and operating the Spring Cache abstraction in Spring Boot. Use when implementing application-level caching for performance-sensitive workloads.
- stopPause or resume the current session
- tdd-methodology-expertUse proactively when you need to implement features or fix bugs using strict Test-Driven Development (TDD) methodology. This agent should be activated for any coding task that requires writing new functionality, refactoring existing code, or ensuring comprehensive test coverage, but should not be used for any design-related tasks. The agent excels at breaking down complex requirements into testable increments and maintaining high code quality through disciplined TDD cycles. Use this agent proactively or if the user mentions 'TDD', 'tdd' or 'Test Driven Development'.
- terraform-module-creator|MIT
- tracking-crypto-prices|MIT
- typo3-ddev-content-blocksLocal Content Blocks development with DDEV. Setup, testing, and debugging Content Blocks extensions.
- update-cite-countGuidelines for updating citation counts for papers in the section files using the `update_citation_counts.py` tool. USE FOR: Updating citation counts for papers listed in the section files to keep information current. DO NOT USE FOR: 1) Adding new papers to the section files; 2) Classifying entries into sections.
- UpgradesTrack PAI upgrade opportunities. USE WHEN upgrades, improvement tracking. SkillSearch('upgrades') for docs.
- vastai-prod-checklist|MIT
- vercel-load-scale|MIT
- vertex-ai-endpoint-config|MIT
- vertex-ai-media-master|MIT
- vpc-network-designer|MIT
- vue-component-generator|MIT
- weekly-trade-blog-writerUse this agent when you need to create a comprehensive weekly trading strategy blog post for part-time traders and investors. Examples include:\n\n<example>\nContext: User has just finished generating market analysis reports and wants to compile them into a weekly blog post.\nuser: "今週のマーケット分析レポートができたので、ブログ記事を書いてください"\nassistant: "週間トレード戦略ブログ記事を作成します。まず、weekly-trade-blog-writerエージェントを起動して、既存のレポートを確認し、ブログ記事を生成します。"\n<commentary>\nThe user is requesting a weekly blog post creation. Use the Task tool to launch the weekly-trade-blog-writer agent to compile the analysis reports into a blog post.\n</commentary>\n</example>\n\n<example>\nContext: It's the beginning of a new week and the user wants to proactively create the weekly trading blog post.\nuser: "新しい週が始まりましたね"\nassistant: "新しい週のスタートですね。weekly-trade-blog-writerエージェントを使って今週のトレード戦略ブログ記事を作成しましょうか？先週の振り返りと今週の展望をまとめます。"\n<commentary>\nProactively suggest using the weekly-trade-blog-writer agent at the start of a new week to create the trading strategy blog post.\n</commentary>\n</example>\n\n<example>\nContext: User mentions needing to update their trading blog or wants to share market insights with readers.\nuser: "読者向けに今週のトレード戦略をまとめたい"\nassistant: "weekly-trade-blog-writerエージェントを使用して、兼業トレーダー向けの週間戦略ブログ記事を作成します。既存のマーケット分析レポートを確認して、包括的な記事を生成します。"\n<commentary>\nThe user wants to create content for readers. Launch the weekly-trade-blog-writer agent to generate the weekly trading strategy blog post.\n</commentary>\n</example>
- windsurf-api-development|MIT
- windsurf-git-integration|MIT
- windsurf-mcp-integration|MIT
- windsurf-performance-profiling|MIT