Knowledge base from the FAA AMS Lifecycle V&V Guidelines (verification and validation), Version 3.0, dated April 2017.
Use when after initial retention-time-based feature grouping (e.g., using SimilarRtimeParam with a 20-second window), apply this skill when you need to split large feature groups…
Use this skill when verifying whether a feature is actually complete against acceptance criteria, runtime behavior, tests, UI/API/CLI behavior, or a Ralph-loop completion gate.
Use this skill when the user asks to write, draft, create, or improve a PR description for a Shopware core repository PR — AND that PR targets a non-trunk feature branch — from…
Use this skill when delivering a non-trivial Myco feature that spans multiple files and needs clean PR history.
This skill empowers Claude to perform feature engineering tasks for machine learning. It creates, selects, and transforms features to improve model performance.
Repository-aware estimation skill for Merida Consulting Courses. Use when a user asks for a feature quote, cost estimate, timeline estimate, effort breakdown, or…
Validate Gherkin feature files for structural quality, determinism, and implementation independence, then verify each scenario has matching test automation.
Use when use this skill after XCMS feature detection and alignment on non-targeted LC-MS or GC-MS metabolomics data, when you have aligned features with quantitative profiles…
Break vague one-liner feature requests into atomic, dependency-sorted engineering tickets ready to import into Jira or Linear.
Manage staged feature rollouts and experiments through tokenized flag systems. Use this skill whenever the user mentions feature flag, staged rollout, canary cohort, a/b test,…
Guide iterative specification and CDC (Cahier Des Charges) creation through deep questioning, context analysis, and proactive proposals.
Define typed, module-scoped state and wrap useUrlState in a feature-scoped custom hook so unrelated React components share the same URL-synced state.
Use this skill when asked about feature store, Feast, Tecton, feature engineering pipeline, online/offline serving, feature registry, point-in-time joins, feature serving, feature…
This skill should be used when converting a shipping feature PR into a draft short-form X post (single tweet or up-to-3-tweet thread) for operator approval.
This skill should be used to record video walkthroughs of features for PR descriptions. Captures browser interactions via agent-browser CLI; optional GIF/MP4 via ffmpeg and upload…
Orchestrate complete or partial feature implementation workflow with configurable phases. This skill should be used to run the full workflow (specification → research → plan →…
Scan generated/authored HTML for accessibility violations with axe-core (Deque) running over JSDOM — structural and semantic rules: ARIA attributes and roles, accessible names,…
Use this skill to generate well-branded interfaces and assets for FitWithFriends, either for production or throwaway prototypes/mocks/etc.
Use the fizzy-cli tool to authenticate and manage Fizzy kanban boards, cards, comments, tags, columns, users, and notifications from the command line.
This skill should be used to delete a runtime feature flag end-to-end (the inverse of flag-create): removes it from Flagsmith, server.ts RUNTIME_FLAGS, .env.example, the…
This skill should be used to read and audit all runtime feature flags before a promotion or delete decision: Flagsmith state, server.ts code-wiring, live Doppler dev/prd values,…
This skill should be used to flip a flag's per-role or per-org state in Flagsmith, mirroring prd flips to Doppler.
Expert prompt engineering for FLUX.2 [klein] image generation and editing model. Use this skill whenever the user wants to create prompts for FLUX.2 [klein], generate images, edit…
Use this skill for Flux UI development in Livewire applications only. Trigger when working with components, building or customizing Livewire component UIs, creating…
Contextual guide for developing with and contributing to the Fold UI component library. Use this skill whenever working on Fold code, adding components, fixing bugs, writing…
Capture and maintain a project's product map — user journeys, scenarios, business rules, and workflow diagrams as curated Mermaid knowledge entries.
Use this skill when designing the visual or aesthetic layer of a product, deciding between expressive style and functional restraint, evaluating decorative elements, or arguing…
Use this skill when the team is in a form-vs-function debate and needs to step back to define what "success" actually means for the design.
Use this skill when applying clean-architecture, DDD, or hexagonal patterns inside a specific PHP framework.
Implement accessible user interfaces with semantic HTML, keyboard navigation, sufficient color contrast, screen reader support, ARIA attributes, and proper focus management.
Build accessible user interfaces using semantic HTML, ARIA attributes, keyboard navigation, color contrast, and screen reader compatibility.
Build production-ready frontend components with accessible markup, sensible props, defined states, and tested behavior.
S-tier SaaS dashboard and product UI reference. Use this skill when building application shells, data tables, settings panels, billing pages, dashboards, auth flows, admin tools,…
Design or implement production-ready frontend screens and components. Use this skill when UI build, redesign, accessibility, layout, or state coverage is needed.
Frontend and UI/UX development guidance. Provides patterns for responsive design, accessibility, component architecture, state management, and visual consistency.
Use this skill when implementing accessibility for a specific Gamut component, building a custom overlay or composite widget, or auditing component usage against WCAG —…
ALWAYS read this skill before generating or editing any image, or calling image_generate — text-to-image or image-to-image, simple or complex.
ALWAYS read this skill before generating a product photography — before writing any prompt or calling image_generate.
This skill should be used when working with genomic interval data (BED files) for machine learning tasks.
This skill should be used when working with genomic interval data (BED files) for machine learning tasks.
This skill should be used when working with genomic interval data (BED files) for machine learning tasks.
Roadmap snapshot of the current GitHub repo — epics, milestones with descriptions and completion percentages, critical/blocked issues, recent releases, plus a short LLM-written…
Use this skill to generate well-branded interfaces and assets for Ghost Design (Danilo Novais portfolio), either for production or throwaway prototypes/mocks/decks.
End-to-end Git operator for any branching strategy. Auto-detects the project's strategy (solo-main, main+integration, enterprise multi-branch, trunk-based, GitFlow, GitHub Flow,…
Break down a GitHub Issue PRD into Epics, Stories, and Sub-tasks in the configured destination tracker (JIRA via lisa:tracker-write → lisa:jira-write-ticket, or GitHub Issues…
Validates a proposed GitHub Issue spec (or an existing issue) against the organizational quality gates without writing anything.
This skill provides the product management sign-off required before any feature or release enters production.
This skill should be used when the user asks to "/goaljaby", "골잡이", "골잡이 호출", "골 셋업 만들어줘", "골 셋업해줘", "PRD에서 골 만들어줘", "PRD 골 변환", "VALIDATION RECOVERY 만들어줘", "골 실행 준비", "set up…
Sets up Agent Teams governance (team-lead + architecture/qa/design leads) for large projects, or a Mini-PRD for small ones.
Generate (and keep in sync) the automation that executes a project's governance. From the governance files (SOUL.md, AGENTS.md, CLAUDE.md, MEMORY.md) this skill produces a…
Use this skill when designers, e-commerce operators, advertisers, brand teams, social-commerce teams, and content creators need to create hero, benefit, use-case, and det — from…
Use this skill when designers, e-commerce operators, advertisers, brand teams, social-commerce teams, and content creators need to create polished product photography and — from…
Use this skill when designers, e-commerce operators, advertisers, brand teams, social-commerce teams, and content creators need to clean, polish, and enhance product phot — from…
Apply AI ethics frameworks (fairness, accountability, transparency, privacy) to evaluate AI systems for algorithmic bias, explainability gaps, and value alignment failures.
Apply the three-level framework of digital transformation — Digitization, Digitalization, and Digital Transformation — to diagnose and plan organizational change enabled by…
Apply governance theory to analyze multi-level, network, and collaborative governance arrangements beyond traditional government.
Apply Stakeholder Theory (Freeman, 1984) and the Mitchell et al. (1997) salience model to identify, classify, and prioritize stakeholders based on power, legitimacy, and urgency.
Use this skill to review grant proposal figures for compliance, resolution, accessibility, and quality.
Generate product requirements documents (PRDs) for features in gspec/features/. TRIGGER when the user wants to plan, spec, propose, document, or expand a feature/capability before…