PubMed Database workflow skill. Use this skill when the user needs direct REST API access to PubMed. Advanced Boolean and MeSH queries, E-utilities API, batch processing, and citation-oriented retrieval. For Python workflows, prefer Biopython (Bio.Entrez). Use this skill for direct HTTP/REST work or custom API implementations, and preserve upstream workflow intent, copied support files, and provenance before handoff.

PydanticAI \u2014 Typed AI Agents in Python workflow skill. Use this skill when the user needs to build production-ready AI agents with PydanticAI using type-safe tool calls, structured outputs, dependency injection, testing, and provider-aware model configuration.

Pydantic Models workflow skill. Use this skill when the user needs Create Pydantic models following the multi-model pattern for clean API contracts and the operator should design explicit request, update, response, and internal model boundaries before merging or handing off.

Pypict Skill workflow skill. Use this skill when the user needs pairwise test generation and the operator should build, review, and refine a constrained combinatorial model before execution or handoff.

Python Project Scaffolding workflow skill. Use this skill when the user needs a production-ready Python project scaffold with modern packaging, uv-based environment management, typed code, testing, and project-type-specific structure for libraries, CLIs, FastAPI services, or Django applications.

Python PPTX Generator workflow skill. Use this skill when the user needs Generate complete Python scripts that build polished PowerPoint decks with python-pptx and real slide content and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

python-pro workflow skill. Use this skill when the user needs advanced Python 3.12+ implementation or review work involving modern language features, async programming, performance tuning, packaging, typing, and production-ready practices. Expert in the current Python ecosystem including uv, ruff, pydantic, and FastAPI, while preserving repository conventions, upstream provenance, and safe validation before merge or handoff.

Qiskit workflow skill for building, transpiling, executing, and reviewing quantum-circuit workflows with modern Qiskit practices. Use it for backend-aware circuit development, local primitive-based validation, IBM Quantum Runtime execution, and troubleshooting environment, transpilation, and credential issues while preserving upstream provenance.

Radix UI Design System workflow skill. Use this skill when the user needs Build accessible design systems with Radix UI primitives. Headless component customization, theming strategies, and compound component patterns for production-grade UI libraries and the operator should preserve semantics, verify interactive behavior in a real browser, and keep provenance clear before merging or handing off.

RAG Implementation Workflow workflow skill. Use this skill when the user needs RAG (Retrieval-Augmented Generation) implementation workflow covering embedding selection, vector database setup, chunking strategies, retrieval optimization, and practical evaluation of retrieval quality before prompt tuning or handoff.

Vercel React Best Practices workflow skill. Use this skill when the user needs a practical performance optimization workflow for React and Next.js applications, especially when reviewing rendering strategy, caching behavior, bundle pressure, asset loading, or production measurement, and the operator should preserve provenance and use the packaged runbook, guardrails, and inspection script before merging or handing off.

Vercel React Best Practices workflow skill. Use this skill when the user needs React and Next.js performance optimization guidelines from Vercel Engineering. Use when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements. Do NOT use for component API architecture or composition patterns (use react-composition-patterns instead) and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

React Composition Patterns workflow skill. Use this skill when the user needs React composition patterns that scale. Use when refactoring components with boolean prop proliferation, building flexible component libraries, or designing reusable APIs. Triggers on tasks involving compound components, render props, context providers, or component architecture. Includes React 19 API changes. Do NOT use for React/Next.js performance optimization (use react-best-practices instead) and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

ReactFlow Architect workflow skill. Use this skill when the user needs to build production-ready React Flow applications with hierarchical navigation, performance optimization, and advanced state management, and the operator should use the packaged workflow, support files, troubleshooting notes, and provenance links before merging or handing off.

React Native Expert workflow skill. Use this skill when the user needs Senior React Native and Expo engineer for building production-ready cross-platform mobile apps. Use when building React Native components, implementing navigation with Expo Router, optimizing list and scroll performance, working with animations via Reanimated, handling platform-specific code (iOS/Android), integrating native modules, or structuring Expo projects. Triggers on React Native, Expo, mobile app, iOS app, Android app, cross-platform, native module, FlatList, FlashList, LegendList, Reanimated, Expo Router, mobile performance, app store. Do NOT use for Flutter, web-only React, or backend Node.js tasks and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Sales Motion Design workflow skill. Use this skill when the user needs When the user wants to choose between PLG and sales-led, design a sales motion, optimize time-to-first-value, or build a value-before-purchase experience. Also use when the user mentions 'PLG,' 'product-led growth,' 'sales-led,' 'sales motion,' 'free trial,' 'freemium,' 'self-serve,' 'demo-first,' 'time-to-first-value,' 'TTFV,' or 'agent-led sales.' This skill covers sales motion selection, value delivery design, and go-to-market motion architecture. Do NOT use for technical implementation, code review, or software architecture and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Threat Model Source Code Repo workflow skill. Use this skill when the user needs Repository-grounded threat modeling that enumerates trust boundaries, assets, attacker capabilities, abuse paths, and mitigations, and writes a concise Markdown threat model. Use when the user asks to threat model a codebase or path, enumerate threats or abuse paths, or perform AppSec threat modeling. Do NOT use for general architecture summaries, code review, security best practices (use security-best-practices), or non-security design work and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Social Selling Skill workflow skill. Use this skill when the user needs When the user wants to sell through social media, optimize LinkedIn for sales, build DM sequences, or convert content engagement into pipeline. Also use when the user mentions 'social selling,' 'LinkedIn selling,' 'LinkedIn DMs,' 'social prospecting,' 'LinkedIn Sales Navigator,' 'DM sequences,' 'LinkedIn outreach,' 'social pipeline,' or 'LinkedIn optimization.' This skill covers social selling strategy from profile optimization through DM-to-deal conversion. Do NOT use for technical implementation, code review, or software architecture and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Solo Founder GTM: The Complete Playbook for Scaling Without Hiring workflow skill. Use this skill when the user needs When the user is a solo founder building their GTM motion, wants to scale without hiring, or needs to design an AI agent team for go-to-market. Also use when the user mentions 'solo founder,' 'one-person startup,' 'solopreneur,' 'bootstrapped,' 'no team,' 'AI agents as team,' 'scaling without hiring,' 'founder-led sales,' 'lean GTM,' 'one-person company,' or 'no employees.' This skill covers the complete solo founder GTM playbook from stack selection through agent team design, revenue-stage transitions, time allocation, and when to finally hire. Do NOT use for technical implementation, code review, or software architecture and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

The Fool workflow skill. Use this skill when the user needs challenging ideas, plans, decisions, or proposals. Invoke to play devil's advocate, run a pre-mortem, red team, stress test assumptions, audit evidence quality, or find blind spots before committing. Do NOT use for building plans, making decisions, or generating solutions \\u2014 this skill only challenges and critiques and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

This public intake copy packages `packages/skills-catalog/skills/(development)/tlc-spec-driven` from `https://github.com/tech-leads-club/agent-skills` into the native Omni Skills editorial shape witho

Video-First Cold Outreach workflow skill. Use this skill when the user needs When the user wants to build video-first cold outreach, create personalized video at scale, implement async selling, or use AI demo generation for prospecting. Also use when the user mentions 'video outreach,' 'personalized video,' 'video prospecting,' 'Tavus,' 'Sendspark,' 'HeyGen,' 'video email,' 'async selling,' 'video demo,' or 'made this for you.' This skill covers video-first outreach systems from personalization through conversion optimization. Do NOT use for technical implementation, code review, or software architecture and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Create unified specification packages across Business, Development, and Design teams. Staged elaboration (L0 Vision → L1 Requirements → L2 Team Detail → L3 Acceptance Criteria) to build shared understanding. Does not write code.

Terminal UI construction, CLI development, and dev-tool integration (linter/test-runner/build-tool wiring). Use when CLI/TUI design or implementation is needed. Language-agnostic — supports Node.js, Python, Go, and Rust.

Meta-designer for new skill agents — gap analysis, overlap detection, SKILL.md + reference generation, and Nexus integration. Use when a new agent is needed or an existing skill requires restructuring. Do not use for task orchestration (Nexus), app architecture analysis (Atlas), or format-only audits (Gauge).

Specialist orchestrating codex exec / gemini CLI through dual paradigms — COMPETE (multi-variant comparison, select best) and COLLABORATE (decompose tasks across engines, integrate). Supports Solo/Team/Quick execution modes.

Analyze dependencies, circular references, and God Classes; author ADRs/RFCs. Use for architecture improvement, module decomposition, and technical debt assessment.

Specification compliance verification agent. Extracts acceptance criteria from specs, adversarially verifies implementation conformance. Generates BDD scenarios, traceability matrices, and compliance reports with evidence-based verdicts. Use when spec-based quality gates are needed. Does not write code.

Observability and reliability engineering specialist. Covers SLO/SLI design, distributed tracing, alerting strategy, dashboard design, capacity planning, toil automation, and reliability review.

Frontend (re-render reduction, memoization, lazy loading) and backend (N+1 fix, indexing, caching, async) performance optimization. Use when speed improvement or optimization is needed.

Red team engineering agent. Designs attack scenarios, builds threat models, applies MITRE ATT&CK/OWASP frameworks, runs Purple Team exercises, and performs AI/LLM red teaming. Use when adversarial security validation is needed.

Standards compliance assessment and gap analysis agent. Evaluates codebases against OWASP/WCAG/OpenAPI/ISO 25010 and other standards, detects violations, and provides actionable remediation with specific citations.

Visualization agent that converts code, designs, and context into Mermaid diagrams, ASCII art, or draw.io. Reverse-generates flowcharts, sequence diagrams, state diagrams, class diagrams, ER diagrams from existing code, creates from specs, or analyzes and improves existing diagrams. Also handles Echo-driven Journey Maps, Emotion Score visualization, Internal Persona profiles, Team Structure, and DX Journey visualization. Use when diagramming or visualization is needed.

Legal document review for Terms of Service, Privacy Policy, and Tokushoho compliance. Clause gap detection, risk flagging, and regulatory alignment. Use when reviewing or drafting legal documents. Don't use when legal advice is needed — consult a lawyer.

AI 3D model generation agent. Generates text-to-3D and image-to-3D code (Python/JS/OpenSCAD) using Meshy, Tripo, Hunyuan3D, Rodin, Sloyd, and Stability APIs. Handles game pipeline integration, LOD, retopology, UV, and QC validation.

Privacy engineering and data governance agent. PII detection, data flow mapping, consent management patterns, GDPR/CCPA-compliant code implementation, and DPIA facilitation. Use when privacy-by-design implementation is needed.

Engineer self-branding strategist that transforms technical contributions into a professional brand. Use when GitHub/LinkedIn/blog/conference/SNS positioning, profile optimization, or content strategy is needed.

Cryptographic architecture design: algorithm selection, key management, E2EE, KMS integration, signature verification, and TLS configuration.

Automated feature demo video production using Playwright E2E tests. Provides scenario design, recording configuration, implementation patterns, and quality checklists. Use when product demos, feature walkthrough videos, or onboarding materials are needed.

Pixel art specialist agent. Generates pixel art as code (SVG/Canvas/Phaser 3/Pillow/CSS). Also supports SVG generation delegation to Gemini CLI.

CSS/JS animation implementation for hover effects, loading states, modal transitions, and gesture interactions. Use when adding meaningful motion, improving interaction feedback, or implementing performance-safe animations.

Thinking refraction agent that challenges assumptions, combines cross-domain knowledge, and shifts perspectives to reframe problems. Use when breaking through stuck situations or paradigm shifts are needed. Does not write code.

Legacy code archaeology. Extract implicit business rules from undocumented code and assess migration risk. Use for legacy investigation.

Bridge agent that extracts and structures design context from Figma via MCP Server for downstream implementation agents. Use when Figma-to-code bridging, Code Connect management, or design system rule extraction is needed.

Normalization audit and self-evolving compliance agent. Scans SKILL.md files against the 16-item checklist, classifies violations, produces actionable fix snippets, and researches emerging best practices via web sources. Does not write code.

Regex/parser/DSL design specialist for grammar authoring and ReDoS-safe regex. Not for REST APIs (Gateway) or DB schemas (Schema).

SEO (meta/OGP/JSON-LD/heading hierarchy), SMO (social sharing), CRO (CTA/form/exit-intent), and GEO (AI citation optimization) across four pillars. Use when search ranking, conversion, or AI visibility improvement is needed.

Git/PR gatekeeper that classifies change essence, recommends granularity, naming, and strategy. Use when PR preparation or commit strategy is needed.

Collect GitHub PR data and generate work reports. Retrieves PR info via gh commands to auto-generate weekly/monthly reports and release notes. Use when work reporting or PR analysis is needed.

Business strategy simulation agent specializing in short/mid/long-term scenario planning from financial, market, and competitive data. Applies SWOT/PESTLE/Porter analysis, KPI forecasting, and strategic roadmap generation. Does not write code.