Top Agent Skills

Hugging Face CLI to estimate the required memory to load Safetensors or GGUF model weights for inference from the Hugging Face Hub

Guide for continuous improvement, error proofing, and standardization. Use this skill when the user wants to improve code quality, refactor, or discuss process improvements.

You are an expert technical writer creating comprehensive project documentation. Your goal is to write a README.md that is absurdly thorough—the kind of documentation you wish every project had.

Manages shadcn/ui components and projects, providing context, documentation, and usage patterns for building modern design systems.

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Expert C4 Code-level documentation specialist. Analyzes code directories to create comprehensive C4 code-level documentation including function signatures, arguments, dependencies, and code structure.

GDB debugging assistant for AI agents - analyze core dumps, debug live processes, investigate crashes and deadlocks with source code correlation

Inngest expert for serverless-first background jobs, event-driven workflows, and durable execution without managing queues or workers.

Analyze AI disruption pressure across a business, map competitive exposure, and produce a 90-day defensive action plan.

Seaborn is a Python visualization library for creating publication-quality statistical graphics. Use this skill for dataset-oriented plotting, multivariate analysis, automatic statistical estimation, and complex multi-panel figures with minimal code.

Scaffold a new mobile page/screen using the StyleSeed layout patterns

Video and audio perception, indexing, and editing. Ingest files/URLs/live streams, build visual/spoken indexes, search with timestamps, edit timelines, add overlays/subtitles, generate media, and create real-time alerts.

BlockRun works with Claude Code and Google Antigravity.

Provide direct REST API access to KEGG (academic use only) for pathway analysis, gene-to-pathway and compound-to-pathway mapping, metabolic reactions, KEGG Orthology (KO), drug-drug interactions, and ID conversion. Use when querying KEGG pathways, mapping genes/compounds to metabolic maps, or running KEGG pathway enrichment via raw HTTP/REST; for protein-protein interaction networks prefer alterlab-string-db, for protein sequences and annotations prefer alterlab-uniprot, and for Python workflows spanning many databases prefer bioservices instead. Part of the AlterLab Academic Skills suite.

Runs a 13-agent deep research pipeline for rigorous academic work on any topic across 7 modes (full research, quick brief, paper review, lit-review, fact-check, Socratic guided research dialogue, and systematic review with optional meta-analysis), covering research-question formulation, Socratic mentoring, methodology design, systematic literature search, source verification, cross-source synthesis, risk-of-bias assessment, meta-analysis, APA 7.0 report compilation, editorial and devil's-advocate review, ethics review, and post-research literature monitoring. Use when the request mentions research, deep research, literature review, systematic review, meta-analysis, PRISMA, evidence synthesis, fact-check, guide my research, help me think through, or 研究, 深度研究, 文獻回顧, 文獻探討, 系統性回顧, 後設分析, 事實查核, 引導我的研究, 幫我釐清, 幫我想想, 我不確定要研究什麼, 研究方向, 研究主題. Part of the AlterLab Academic Skills suite.

Read, create, and convert Microsoft PowerPoint (.pptx) presentations — extract slide text to JSON/markdown, build decks from JSON/markdown outlines, and export to PDF.

Drafts enforceable End-User License Agreements for software licensors across desktop, mobile, SaaS, and cloud models. Covers click-wrap formation, IP ownership, liability limitations, data privacy compliance (GDPR/CCPA/COPPA), and export controls. Use when drafting software license agreements, app store terms, SaaS subscription agreements, or trial/freemium license terms.

Drafts a Written Information Security Program compliant with Massachusetts 201 CMR 17.00 and supplementary frameworks (GDPR, CCPA, HIPAA, GLBA, PCI-DSS). Produces a board-ready regulatory document covering coordinator designation, risk assessment, safeguards, training, incident response with breach notification, and vendor oversight. Use when an organization handles personal information of MA residents and needs a standalone WISP for regulatory examination or executive approval.

Drafts SEC Form 8-K current reports with item-accurate narratives, exhibit indexing, and EDGAR-ready formatting. Use when a public company must disclose a reportable event (material agreement, acquisition, personnel change, Reg FD disclosure) or file a current report within four business days. Trigger on "Form 8-K", "current report", "8-K filing", "EDGAR", "Item 1.01", "Item 2.01", "Item 5.02", "Reg FD".

Drafts SEC- or state-filed Form ADV Parts 1A/1B/2A/2B for investment adviser registration, producing IARD-ready responses, brochures, and supplements. Use when drafting or amending Form ADV, preparing RIA registration, building Part 2A brochures or Part 2B supplements, or compiling IARD filings. Trigger: "Form ADV", "RIA registration", "investment adviser brochure", "Part 1A", "Part 1B", "Part 2A", "Part 2B", "IARD", "SEC filing", "state registration".

Drafts a GDPR- and CCPA-compliant Data Subject Access Request (DSAR) intake form for collecting requester information and processing privacy rights. Use when drafting DSAR forms, privacy rights request templates, or data subject rights workflows for EU/US-regulated organizations.

Drafts a Spill Prevention, Control, and Countermeasure (SPCC) Plan compliant with 40 CFR Part 112 under the Clean Water Act. Covers facility characterization, oil storage inventory, secondary containment, prevention measures, response procedures, training, and PE certification language. Use when drafting SPCC plans, oil spill prevention documents, or EPA compliance submissions.

Drafts FinCEN Suspicious Activity Reports (Form 111) for BSA/AML regulatory filing. Compiles subject identification, transaction timelines, red-flag analysis, and activity classifications. Use when a financial institution detects suspicious transactions requiring mandatory SAR filing, continuing activity reports, or BSA compliance documentation.

Drafts a U.S. Lis Pendens (Notice of Pending Action) for recording against real property. Covers intake, statutory authority mapping, legal description, verification, and proof of service. Use when preparing a lis pendens, notice of pending action, or recording notice tied to title or possession claims. Trigger: lis pendens, notice of pending action, quiet title, specific performance, foreclosure, partition, lien enforcement, expungement.

Drafts FDA product recall plans compliant with 21 CFR Part 7, covering Recall Committee governance, health hazard evaluation, recall classification, notification protocols, effectiveness checks, product disposition, and termination procedures. Use when developing recall SOPs, updating recall procedures, drafting recall readiness plans, or preparing FDA-regulated product recall documentation.

Drafts and analyzes U.S. appellate amicus curiae briefs for non-parties with Rule 29/Rule 37 compliance, unique perspective development, and Bluebook-ready citations. Use when asked to draft or review an amicus brief, friend-of-the-court brief, non-party brief, or anything involving FRAP 29, Supreme Court Rule 37, or appellate amicus practice.

Drafts U.S. employee non-disclosure/confidentiality agreements that protect employer trade secrets and proprietary information while preserving employee mobility. Triggers on: employee NDA, confidentiality agreement, non-disclosure agreement, trade secret protection, proprietary information, onboarding confidentiality clause, pre-employment NDA.

Drafts an HOA Addendum to a residential purchase agreement covering mandatory membership, financial obligations, governing documents, use restrictions, and buyer acknowledgments. Use when drafting HOA addenda, HOA disclosure forms, purchase addenda for HOA-governed properties, or CC&R disclosure documents.

Drafts a Master Service Agreement for upstream oilfield services (Operator-Contractor). Covers knock-for-knock indemnification, anti-indemnity statute compliance (TX, LA, WY, NM), work order framework, HSE, insurance minimums, and IP/data ownership. Use when drafting oilfield MSAs, drilling service agreements, well service contracts, or upstream operator-contractor master agreements.

Drafts evaluation-ready U.S. federal RFP responses across all standard proposal volumes (cover letter, technical, cost/price, reps and certs). Enforces FAR compliance, CPARS references, and Section L/M alignment. Use when preparing federal solicitation submissions, responding to government RFPs, or drafting procurement bids.

Guides attorneys through deposition witness preparation using a two-session model with document review, practice examination, and day-of logistics. Covers party witnesses, fact witnesses, 30(b)(6) corporate representatives, and experts. Produces preparation memos, document review lists, topic summaries, and day-of checklists. Enforces ABA Opinion 508 ethical boundaries. Use when preparing any witness for deposition, scheduling prep sessions, or building witness preparation materials.

Drafts combined Deed of Trust and Security Agreement instruments creating real property and UCC Article 9 personal property security interests for commercial financing. Use when drafting trust deeds, security agreements, commercial real estate financing documents, or combined real/personal property security instruments.

Drafts Family Limited Partnership agreements for estate planning and intergenerational wealth transfer. Ensures IRS enforceability under IRC §2036 with legitimate business purpose, valuation discounts, and senior-generation control. Use when drafting FLP agreements, family partnership documents, or estate planning partnership structures.

Summarizes U.S. commercial lease agreements into structured transactional abstracts. Use when asked for a commercial lease summary, lease abstract, key lease terms, rent schedule review, default/termination analysis, or lease handoff. Produces party-to-obligation mappings, financial mechanics, risk flags, and critical date calendars.

Called by /plot to generate and upgrade econometric figures to top-journal standards.

Draft economics papers with proper structure and academic style

Show available BMAD commands, agents, and workflows

System architect and technical design leader. Use when the user asks to talk to Winston or requests the architect.

Structural editor that proposes cuts, reorganization, and simplification while preserving comprehension. Use when user requests structural review or editorial review of structure

Disruptive innovation oracle for business model innovation and strategic disruption. Use when the user asks to talk to Victor or requests the Disruptive Innovation Oracle.

unslop

Clones a live web page into a single self-contained working HTML file that looks and lays out like the original, then validates the clone against the original in a loop until it matches. Use whenever a user points at a live URL and wants a faithful copy with NO redesign — phrasings like "clone this page to working HTML", "copy this page exactly", "save this page as a standalone HTML file", "make me a working copy of this site", "scrape this page into one HTML file", or "clone this page as-is". Reproduces the real markup, styles, and assets verbatim, keeping the original selectors and raw CSS — it does not restyle, improve, or rewrite anything. For the same look rewritten as clean semantic Tailwind (generated selectors replaced with real utility classes), use page-tailwindify; for a rebuilt and restyled version, use page-redesigner. Requires Claude in Chrome for capturing the source page.

CI/CD Pipeline Architect

System Design

WP Builder Pro

Menu Icon Picker Integration

Mermaid Sequence Diagram Generator - bullet-point steps to a valid diagram

changelog-generator

PowerShell Script Engine

Require fresh evidence before claiming an implementation, fix, build, or test is complete.

Best practices for CSS development including modern layout techniques, naming conventions, theming, and maintainable stylesheet architecture

Astropy is the core Python package for astronomy, providing essential functionality for astronomical research and data analysis.

PyTorch deep learning development with transformers, diffusion models, and GPU optimization.

Performs a final quality pass fixing alignment, spacing, consistency, and micro-detail issues before shipping. Use when the user mentions polish, finishing touches, pre-launch review, something looks off, or wants to go from good to great.

Review a feature and enhance it with purposeful animations, micro-interactions, and motion effects that improve usability and delight. Use when the user mentions adding animation, transitions, micro-interactions, motion design, hover effects, or making the UI feel more alive.

Improves typography by fixing font choices, hierarchy, sizing, weight, and readability so text feels intentional. Use when the user mentions fonts, type, readability, text hierarchy, sizing looks off, or wants more polished, intentional typography.

Post-process AI-generated text through the unslop CLI to strip AI writing patterns before publishing

Master modern SQL with cloud-native databases, OLTP/OLAP optimization, and advanced query techniques. Expert in performance tuning, data modeling, and hybrid analytical systems.

Opinionated, evolving constraints to guide agents when building interfaces

Build production ML systems with PyTorch 2.x, TensorFlow, and modern ML frameworks. Implements model serving, feature engineering, A/B testing, and monitoring.