Top Agent Skills

Scaffolds new agent skills for the dotnet/skills repository. Use when creating a new skill, generating SKILL.md files, or setting up skill directory structures. Handles frontmatter generation, section templates, and validation guidance.

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Image optimization analysis for SEO and performance. Checks alt text, file sizes, formats, responsive images, lazy loading, and CLS prevention. Use when user says "image optimization", "alt text", "image SEO", "image size", or "image audit".

Expert in LangGraph - the production-grade framework for building stateful, multi-actor AI applications. Covers graph construction, state management, cycles and branches, persistence with checkpointers, human-in-the-loop patterns, and the ReAct agent pattern.

Design a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features

Generate a new UI component that follows StyleSeed Toss conventions for structure, tokens, accessibility, and component ergonomics.

Design APQP plans for product quality. TRIGGERS - Use when user needs help with apqp-plan related tasks.

Create game plans with strategy and tactics. TRIGGERS - Use when user needs help with game-plan related tasks.

Create production call sheets with logistics. TRIGGERS - Use when user needs help with call-sheet related tasks.

Design decentralized exchanges. TRIGGERS - Use when user needs help with dex-design related tasks.

Conduct lean audits to identify waste reduction opportunities. TRIGGERS - Use when user needs help with lean-audit related tasks.

Create show bibles with concept, characters, and world. TRIGGERS - Use when user needs help with show-bible related tasks.

Conduct time studies for process efficiency analysis. TRIGGERS - Use when user needs help with time-study related tasks.

Write cost/price volumes for government proposals. TRIGGERS - Use when user needs help with cost-volume related tasks.

Set up and track KPI dashboards with targets, actuals, and trend analysis. TRIGGERS - Use when user wants to define KPIs, track metrics, or create a scorecard.

Create OKRs (Objectives and Key Results) for teams and companies. TRIGGERS - Use when user wants OKRs, goal setting frameworks, or quarterly objectives.

Plan team outings with activities and logistics. TRIGGERS - Use when user needs help with team-outing related tasks.

Write artist riders for live performance requirements. TRIGGERS - Use when user needs help with artist-rider related tasks.

Design CDN strategies for content delivery. TRIGGERS - Use when user needs help with cdn-strategy related tasks.

Create informed consent forms for procedures. TRIGGERS - Use when user needs help with consent-form related tasks.

Design EHR templates for clinical documentation. TRIGGERS - Use when user needs help with ehr-template related tasks.

Write HIPAA privacy notices and acknowledgments. TRIGGERS - Use when user needs help with hipaa-notice related tasks.

Create meme concepts with trending formats, captions, and brand alignment. TRIGGERS - Use when user needs help with meme-creator related tasks.

Design product-led growth strategies with self-serve funnels and expansion revenue. TRIGGERS - Use when user needs help with plg-strategy related tasks.

Create release plans with scope and deployment strategy. TRIGGERS - Use when user needs help with release-plan related tasks.

Use when filtering `RNAsubopt -s` output to keep p-optimal RNA structures in a ViennaRNA post-processing pipeline.

Use when you need to discover available NCBI Entrez databases, explore searchable fields within a specific database, or identify cross-database links for building EDirect queries.

Use when hashing FASTA records and comparing ordered versus order-insensitive sequence digests instead of taking a single whole-file MD5.

Use when inspecting fields, indexed terms, or term counts from a local EDirect postings index rather than the remote `einfo` endpoint.

Use when comparing translated nucleotide query sequences against protein databases to identify homologous proteins and potential protein-coding regions.

Use when you need to characterize score distributions of a profile HMM on random sequences, such as calibration checks, benchmarking, or filter-behavior experiments.

Use when searching one or more protein query sequences against a protein sequence database with HMMER's one-pass sequence-vs-sequence searcher.

Use when retrieving records from a local EDirect archive via the `x*` local-cache stack, not when calling the remote NCBI `efetch` service directly.

Use when converting NCBI-style ASN.1 payloads into XML for downstream EDirect or XML-based processing.

Use when printing canned sample NCBI XML, JSON, flatfile, or GFF documents for testing, parser development, or xtract query prototyping.

Use when converting GenBank format (.gbf) files to FASTA format (.fsa) as part of sequence data preprocessing

Use when converting GFF or GFF3 feature annotations into structured XML for downstream EDirect-style processing.

Use when searching protein sequences against profile hidden Markov models (HMMs) such as Pfam or other HMM databases.

Use when simulating stochastic folding kinetics of single-stranded nucleic acids, computing first passage times between structures, or analyzing RNA/DNA folding trajectories.

Use when converting `PubmedArticle` XML into `Pubmed-entry` ASN.1 text, or into the intermediate XML form used before final ASN.1 emission.

Use when screening a small query RNA against longer target RNA sequences for inter-molecular hybridization sites, especially when optional RNAplfold accessibility profiles should influence the ranking.

Use when aligning RNA-seq reads to a reference genome with junction detection, including exon-exon junctions and gene fusions.

Use when searching nucleotide sequences against a nucleotide database using translated protein comparison. Useful for detecting distant evolutionary relationships between nucleotide sequences.

Use when working with VCF/BCF variant files for indexing, manipulation, analysis, or variant calling.

Use when working with NCBI ASN.1 module files, schema exports, or ASN.1/XML conversion tasks that require the `datatool` command.

Expert guidance for FedRAMP certification and compliance. Use this skill whenever a user asks about FedRAMP authorization, ATO (Authority to Operate), cloud security for federal government, NIST SP 800-53 controls, CSP compliance, or any of the core FedRAMP document types: SSP, SAP, SAR, POA&M, CIS/CRM workbooks. Also trigger for questions about FedRAMP impact levels (Low, Moderate, High, LI-SaaS), FedRAMP 20x, OSCAL, 3PAO assessments, continuous monitoring (ConMon), gap assessments, system boundary definition, FedRAMP readiness, or architecture reviews for federal cloud. When in doubt, use this skill — it covers the full FedRAMP lifecycle from readiness through continuous monitoring.

Expert ISO 27001 compliance assistant for security and compliance teams. Use this skill whenever a user asks about ISO 27001 or ISO/IEC 27001, including any of the following: gap analysis, auditing, compliance assessments, control checklists, policy writing, document generation, Statement of Applicability (SoA), risk assessment, risk registers, risk treatment plans, Annex A controls, ISMS implementation, clause requirements, certification readiness, transitioning from 2013 to 2022, control implementation guidance, incident response policies, access control policies, supplier security, or any information security management system (ISMS) topic. Trigger even if the user doesn't say "skill" — any ISO 27001 or ISMS question should use this skill.

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Generate OKR cascades from company strategy to team objectives. Usage: /okr generate <strategy>

'Write idiomatic PHP code with generators, iterators, SPL data

LLM Operations -- RAG, embeddings, vector databases, fine-tuning, prompt engineering avancado, custos de LLM, evals de qualidade e arquiteturas de IA para producao.

Master Rust 1.75+ with modern async patterns, advanced type system features, and production-ready systems programming.

Master Julia 1.10+ with modern features, performance optimization, multiple dispatch, and production-ready practices.

Generate UX microcopy in StyleSeed's Toss-inspired voice for buttons, empty states, errors, toasts, confirmations, and form guidance.

Generate walkthrough videos from Stitch projects using Remotion with smooth transitions, zooming, and text overlays

Agents Md

NIH grant research skill for clinical researchers. Grill-me intake (research idea + career stage + preliminary data + environment + submission posture + known institute targets) locks down the funding strategy before any search runs. Runs a 5-face...

Master Go 1.21+ with modern patterns, advanced concurrency, performance optimization, and production-ready microservices.

Run a red-green-refactor TDD workflow — generate failing tests first, implement to green, then check coverage gaps. Usage: /tdd <generate|coverage|validate> [target]

ALWAYS 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 co...