evaluating-llms-harness
davila7Evaluates LLMs across 60+ academic benchmarks (MMLU, HumanEval, GSM8K, TruthfulQA, HellaSwag). Use when benchmarking model quality, comparing models, reporting academic results, or tracking training progress. Industry standard used by EleutherAI, HuggingFace, and major labs. Supports HuggingFace, vLLM, APIs.
evaluating-code-models
davila7Evaluates code generation models across HumanEval, MBPP, MultiPL-E, and 15+ benchmarks with pass@k metrics. Use when benchmarking code models, comparing coding abilities, testing multi-language support, or measuring code generation quality. Industry standard from BigCode Project used by HuggingFace leaderboards.
security-compliance-compliance-check
sickn33You are a compliance expert specializing in regulatory requirements for software systems including GDPR, HIPAA, SOC2, PCI-DSS, and other industry standards. Perform compliance audits and provide implementation guidance.
social-media-analyzer
alirezarezvaniSocial media campaign analysis and performance tracking. Calculates engagement rates, ROI, and benchmarks across platforms. Use for analyzing social media performance, calculating engagement rate, measuring campaign ROI, comparing platform metrics, or benchmarking against industry standards.
style-guide-generator
openclawGenerate comprehensive website style guides and design systems from URLs, screenshots, and existing documentation. Use this skill when users ask to create a style guide, design system documentation, brand guidelines document, or design specification from a website, app, or existing materials. This skill produces professional PDF outputs following industry-standard style guide structure.
technical-design-doc-creator
tech-leads-clubCreates comprehensive Technical Design Documents (TDD) following industry standards with mandatory sections, optional sections, and interactive gathering of missing information.
equipment-sizing-calculator
a5c-aiProcess equipment sizing tool that uses established engineering correlations, industry standards (ASME, API, TEMA), and manufacturer guidelines to perform equipment sizing.
screenplay-formatting
a5c-aiFormat screenplays to industry standard using Fountain markup for professional presentation
corrosion-materials-selector
a5c-aiMaterials selection skill for corrosion resistance based on process conditions and industry standards
evaluating-code-models
sangrokjungEvaluates code generation models across HumanEval, MBPP, MultiPL-E, and 15+ benchmarks with pass@k metrics. Use when benchmarking code models, comparing coding abilities, testing multi-language support, or measuring code generation quality. Industry standard from BigCode Project used by HuggingFace leaderboards.
evaluating-llms-harness
sangrokjungEvaluates LLMs across 60+ academic benchmarks (MMLU, HumanEval, GSM8K, TruthfulQA, HellaSwag). Use when benchmarking model quality, comparing models, reporting academic results, or tracking training progress. Industry standard used by EleutherAI, HuggingFace, and major labs. Supports HuggingFace, vLLM, APIs.
documentation-standards
MadAppGangUse when writing README files, API documentation, user guides, or technical documentation following industry standards from Google, Microsoft, and GitLab style guides.
benchmarking
Prorise-coolBenchmarking and competitive analysis techniques. Compares performance, processes, and practices against industry standards, competitors, and best-in-class organizations.
compliance-architecture
MicrockEnterprise-grade compliance architecture for SOC 2, HIPAA, GDPR, PCI-DSS. Provides compliance checklists, security controls, audit guidance, and regulatory requirements for serverless and cloud architectures. Activates for compliance, HIPAA, SOC2, SOC 2, GDPR, PCI-DSS, PCI DSS, regulatory, healthcare data, payment card, data protection, audit, security standards, regulated industry, BAA, business associate agreement, DPIA, data protection impact assessment.
sap-api-style
secondskyThis skill provides comprehensive guidance for documenting SAP APIs following official SAP API Style Guide standards. It should be used when creating or reviewing API documentation for REST, OData, Java, JavaScript, .NET, or C/C++ APIs. The skill covers naming conventions, documentation comments, OpenAPI specifications, quality checklists, deprecation policies, and manual documentation templates. It ensures consistency with SAP API Business Hub standards and industry best practices. Keywords: SAP API, REST, OData, OpenAPI, Swagger, Javadoc, JSDoc, XML documentation, API Business Hub, API naming, API deprecation, x-sap-stateInfo, Entity Data Model, EDM, documentation tags, API quality, API templates
java-code-comments
partme-aiProvides comprehensive guidance for adding Java code comments following industry standards and best practices. This skill helps add class-level comments, method-level comments, and field-level comments to Java code. Use when the user wants to add comments to Java code, needs to document Java classes/methods/fields, wants to improve code documentation, or needs to generate JavaDoc comments. This skill covers Controller, Service, ServiceImpl, Mapper, Model, Entity, BO (Business Object), DTO, VO, and other common Java component types. The skill follows a systematic workflow: scan codebase, identify components, create todo list, and add comments in order (class comments → method comments → field comments).
productivity-analyzer
datadrivenconstructionAnalyze labor productivity from site data. Compare planned vs actual, identify trends, benchmark against industry standards.
testing
AsiaOstrichTesting pyramid and test writing standards for UT/IT/ST/E2E. Supports ISTQB and industry pyramid frameworks. Use when: writing tests, discussing test coverage, test strategy, or test naming. Keywords: test, unit, integration, e2e, coverage, mock, ISTQB, SIT, testing, unit, integration, end-to-end.
sustainability-metrics
omer-metinESG performance measurement, sustainability reporting frameworks, materiality assessment, and impact quantification. Covers CDP, TCFD, GRI, SASB, CSRD/ESRS, and emerging disclosure requirements. Use when "ESG|sustainability reporting|disclosure, CDP|climate disclosure|carbon disclosure, TCFD|climate risk|scenario analysis, GRI|global reporting initiative, SASB|materiality|industry standards, CSRD|ESRS|EU sustainability, SDG|sustainable development goals, impact measurement|social impact, " mentioned.
ux-evaluator
mjunaidcaThis skill should be used when evaluating UI components against UX best practices. Use for reviewing buttons, navigation elements, spacing, visual hierarchy, or any interface element. Provides a systematic 3-dimension framework (Position, Visual Weight, Spacing) aligned with industry standards (Balsamiq, Nielsen heuristics). Invoke when user asks to "review UX", "check button design", "evaluate layout", or references design guidelines.
drawio-diagrams-enhanced
nilecuiCreate professional draw.io (diagrams.net) diagrams in XML format (.drawio files) with integrated PMP/PMBOK methodologies, extensive visual asset libraries, and industry-standard professional templates. Use this skill when users ask to create flowcharts, swimlane diagrams, cross-functional flowcharts, org charts, network diagrams, UML diagrams, BPMN, project management diagrams (WBS, Gantt, PERT, RACI), risk matrices, stakeholder maps, or any other visual diagram in draw.io format. This skill includes access to custom shape libraries for icons, clipart, and professional symbols.
ADO Pipeline Best Practices
JosiahSiegelAzure DevOps pipeline best practices, patterns, and industry standards
PowerShell Master
JosiahSiegelComplete PowerShell expertise system across ALL platforms (Windows/Linux/macOS). PROACTIVELY activate for: (1) ANY PowerShell task (scripts/modules/cmdlets), (2) CI/CD automation (GitHub Actions/Azure DevOps/Bitbucket), (3) Cross-platform scripting, (4) Module discovery and management (PSGallery), (5) Azure/AWS/Microsoft 365 automation, (6) Script debugging and optimization, (7) Best practices and security. Provides: PowerShell 7+ features, popular module expertise (Az, Microsoft.Graph, PnP, AWS Tools), PSGallery integration, platform-specific guidance, CI/CD pipeline patterns, cmdlet syntax mastery, and production-ready scripting patterns. Ensures professional-grade, cross-platform PowerShell automation following industry standards.
Quality Auditor
daffy0208Comprehensive quality auditing and evaluation of tools, frameworks, and systems against industry best practices with detailed scoring across 12 critical dimensions
pmbok-project-management
jgtolentinoComprehensive PMP/PMBOK project management methodologies and best practices. Use this skill when users need guidance on project management processes, templates, knowledge areas, process groups, tools, techniques, or certification preparation. Covers all 10 PMBOK Knowledge Areas and 5 Process Groups with practical templates, frameworks, and industry-standard approaches. Includes risk management, stakeholder engagement, schedule management, cost control, quality assurance, and resource planning.
format-export
bybren-llcThis skill provides screenplay export procedures for PDF, FDX, and HTML. Covers Better Fountain VS Code extension, afterwriting CLI, and Highland for converting Fountain files to industry-standard delivery formats. Use when: exporting screenplay to PDF, converting to Final Draft (FDX), generating HTML preview, or preparing scripts for delivery.
Glossary Reference
bybren-llcThis skill provides comprehensive film and television industry terminology. Covers production terms, script coverage vocabulary, development jargon, and professional communication standards from A-Z. Use when: encountering unfamiliar industry terminology, writing professional correspondence, understanding script coverage or notes, or communicating with industry professionals.
jest-typescript
bobmatnycJest with TypeScript - Industry standard testing framework with 70% market share, mature ecosystem, React Testing Library integration
deep-research
ThepExcelWeb research with Graph-of-Thoughts for fast-changing topics. Use when user requests research, analysis, investigation, or comparison requiring current information. Features hypothesis testing, source triangulation, claim verification, Red Team, self-critique, and gap analysis. Supports Quick/Standard/Deep/Exhaustive tiers. Creative Mode for cross-industry innovation.
researching-web
alexei-ledWeb research via Perplexity AI. Use for technical comparisons (X vs Y), best practices, industry standards, documentation. Triggers on "research", "compare", "vs", "best practice", "which is better", "pros and cons".
domain-skills-generate
matsuni-kkDesign and generate a set of Skills for the target agent (SKILL.md/assets/evaluation/questions) based on domain requirements and industry-standard frameworks. Used when asked to "create Skills", "generate workflow sets", or "implement functionality".
production-readiness
mjohnson518Enterprise-grade production readiness assessment system for comprehensive codebase evaluation. Use when (1) Evaluating a GitHub repository for production deployment, (2) Conducting pre-launch security and architecture reviews, (3) Assessing technical debt and system reliability, (4) Identifying gaps, vulnerabilities, and incomplete features, (5) Generating actionable remediation plans for engineering teams, (6) Validating scalability, observability, and operational readiness, (7) Reviewing cost optimization and resource efficiency, (8) Auditing compliance with industry standards (SOC2, GDPR, HIPAA, PCI-DSS), (9) Evaluating API contracts and integration stability, (10) Assessing team knowledge transfer and documentation completeness. Performs CTO-level multi-dimensional analysis exceeding top-tier tech company standards.
security-compliance-compliance-check
agent-skills-hubYou are a compliance expert specializing in regulatory requirements for software systems including GDPR, HIPAA, SOC2, PCI-DSS, and other industry standards. Perform compliance audits and provide implementation guidance.
security-compliance-compliance-check
ngxtmYou are a compliance expert specializing in regulatory requirements for software systems including GDPR, HIPAA, SOC2, PCI-DSS, and other industry standards. Perform compliance audits and provide im...
None
mukul975The Common Vulnerability Scoring System (CVSS) is the industry standard framework maintained by FIRST (Forum of Incident Response and Security Teams) for assessing vulnerability severity. CVSS v4.0 (r
go-best-practices
danicatComprehensive Go (Golang) development best practices and coding style guidelines. Activate for "audit", "review", "fix", or "refactor" tasks to ensure the development workflow follows industry standards, including concurrency safety, architectural compliance (no pkg/), and senior-level review checklists.
security-compliance-compliance-check
rootcastlecoYou are a compliance expert specializing in regulatory requirements for software systems including GDPR, HIPAA, SOC2, PCI-DSS, and other industry standards. Perform compliance audits and provide im...
productivity-analyzer
jdmorag97-rgbAnalyze labor productivity from site data. Compare planned vs actual, identify trends, benchmark against industry standards.
laravel-commit-message-standard
oloidevGenerates professional, industry-grade Git commit messages using Conventional Commits, including scope, context, breaking changes, and structured body aligned with OLOI architecture standards.
evaluating-llms-harness
AXGZ21Evaluates LLMs across 60+ academic benchmarks (MMLU, HumanEval, GSM8K, TruthfulQA, HellaSwag). Use when benchmarking model quality, comparing models, reporting academic results, or tracking training progress. Industry standard used by EleutherAI, HuggingFace, and major labs. Supports HuggingFace, vLLM, APIs.
security-compliance-compliance-check
oki3505FYou are a compliance expert specializing in regulatory requirements for software systems including GDPR, HIPAA, SOC2, PCI-DSS, and other industry standards. Perform compliance audits and provide implementation guidance.
http-load-tester
faahimLoad test HTTP endpoints with configurable concurrency, duration, and reporting. Installs and uses industry-standard tools (hey, ab, wrk) to stress test APIs and websites.
security-compliance-compliance-check
haniakrim21You are a compliance expert specializing in regulatory requirements for software systems including GDPR, HIPAA, SOC2, PCI-DSS, and other industry standards. Perform compliance audits and provide implementation guidance.
social-media-analyzer
robertbstillwellSocial media campaign analysis and performance tracking. Calculates engagement rates, ROI, and benchmarks across platforms. Use for analyzing social media performance, calculating engagement rate, measuring campaign ROI, comparing platform metrics, or benchmarking against industry standards.
security-compliance-compliance-check
reikiplanetYou are a compliance expert specializing in regulatory requirements for software systems including GDPR, HIPAA, SOC2, PCI-DSS, and other industry standards. Perform compliance audits and provide im...
best-practices-researcher
marchattonUse this agent when you need to research and gather external best practices, documentation, and examples for any technology, framework, or development practice. This includes finding official documentation, community standards, well-regarded examples from open source projects, and domain-specific conventions. The agent excels at synthesizing information from multiple sources to provide comprehensive guidance on how to implement features or solve problems according to industry standards.