Customer-centric value proposition development using jobs-to-be-done methodology
Score 85/100
Use when the user asks to "escribe handoff", "cierra la rama", "prepara /compact", "prepara /clear", or right before the context gate of Fase N+7.
Score 85/100
Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "audit design", "review UX", or "check my site against best…
Score 80/100
Run a WCAG 2.1 AA accessibility audit on a design or page. Trigger with "audit accessibility", "check a11y", "is this accessible?", or when reviewing a design for color contrast,…
Score 80/100
Use this skill to add planned work discovered during execution to the end of the current milestone in the roadmap.
Score 80/100
Create or update a project roadmap with major milestones. Generates the configured roadmap artifact (default .ai-factory/ROADMAP.md) — a strategic checklist of high-level goals.
Score 80/100
Answer data questions -- from quick lookups to full analyses. Use when looking up a single metric, investigating what's driving a trend or drop, comparing segments over time, or…
Score 80/100
TOGAF-style architecture gap analysis: traces Baseline (AS IS) and Target (TO BE) architectures, builds a Transition plan via TDD, and produces a Gap Matrix with risks — all…
Score 80/100
Strategic ASO planning with category-specific templates. 4-phase roadmap, keyword strategy design, metadata roadmap, visual improvement plan.
Score 80/100
Use ONLY when the user explicitly asks to orchestrate parallel external agents (Codex or Claude Code) in tmux sessions via tp (tmux-pilot).
Score 80/100
Hands-on implementation partner for creating tools, scripts, dashboards, and prototypes. Use when the user wants to build something tangible — apps, scripts, automations, or…
Score 80/100
Create a change management request with impact analysis and rollback plan. Use when proposing a system or process change that needs approval, preparing a change record for CAB…
Score 80/100
Analyze and validate forms on web pages. Use when users ask to check form accessibility, verify form labels, audit input fields, check form validation, or analyze form UX.
Score 80/100
Analyze and validate images on web pages. Use when users ask to check image alt tags, verify image accessibility, find missing alt attributes, audit image SEO, or check image…
Score 80/100
Use when brainstorming product names, company names, or brand names. Based on David Placek's Lexicon Branding methodology (Vercel, Swiffer, Sonos, Azure, BlackBerry).
Score 80/100
Competitive analysis and market positioning partner for Product Managers. Use when the user needs to analyze competitors, map market positioning, identify feature gaps, or prepare…
Score 80/100
Run tests with code coverage collection, parse the results, and present a formatted coverage report — any language, discovery-driven.
Score 80/100
Run a WCAG 2.1 AA accessibility audit on a design or page. Trigger with "audit accessibility", "check a11y", "is this accessible?", or when reviewing a design for color contrast,…
Score 80/100
Run technical quality checks across accessibility, performance, responsive design, theming, and anti-patterns. Generate a scored report with P0-P3 severity ratings.
Score 80/100
Get structured design feedback on usability, hierarchy, and consistency. Trigger with "review this design", "critique this mockup", "what do you think of this screen?", or when…
Score 80/100
Get structured design feedback on usability, hierarchy, and consistency. Trigger with "review this design", "critique this mockup", "what do you think of this screen?", or when…
Score 80/100
Generate developer handoff specs from a design. Use when a design is ready for engineering and needs a spec sheet covering layout, design tokens, component props, interaction…
Score 80/100
Audit, document, or extend your design system. Use when checking for naming inconsistencies or hardcoded values across components, writing documentation for a component's…
Score 80/100
Generate developer handoff specs from a design. Use when a design is ready for engineering and needs a spec sheet covering layout, design tokens, component props, interaction…
Score 80/100
Audit, document, or extend your design system. Use when checking for naming inconsistencies or hardcoded values across components, writing documentation for a component's…
Score 80/100
Write or review UX copy — microcopy, error messages, empty states, CTAs. Trigger with "write copy for", "what should this button say?", "review this error message", or when naming…
Score 80/100
Use this skill when executing small ad-hoc tasks with Kata guarantees, running quick tasks without full planning, or handling one-off work outside the roadmap.
Score 80/100
Feature Development Workflow - 7-phase structured approach for building features. Based on Anthropic's official feature-dev plugin.
Score 80/100
Generate a branded social media image announcing a new feature or update. Analyzes git history, auto-detects brand from codebase (Tailwind, CSS vars, design tokens), replicates UI…
Score 80/100
Maintain the canonical LangWatch feature map (/feature-map.json). Use when adding features, APIs, MCP tools, CLI commands, or skills — to update the central registry and keep…
Score 80/100
[Skill] Create detailed implementation plans for features. Asks clarifying questions, suggests solutions, proposes architecture, and outputs a structured plan document.
Score 80/100
Create a PHPUnit feature test for API endpoints following this project's patterns. Use when testing controllers, API responses, and database interactions.
Score 80/100
AUTO-TRIGGER: Apply this skill when the user wants to build, fix, or evaluate a free trial program for a B2B SaaS product.
Score 80/100
Clean up local branches with deleted remote tracking and their worktrees. Use after merging PRs to remove stale branches, detect squash-merged and rebased branches, and clean up…
Score 80/100
Render derived artifacts from the Innovation Canvas Document. Produces the two-page executive summary, an extracted decision log, the artifact specification handoff, or a status…
Score 80/100
Reviews or implements Clean Architecture / Hexagonal Architecture (Ports & Adapters) and DDD tactical patterns for Java projects.
Score 80/100
Manage the LangWatch Kanban GitHub project board — sync statuses, view your board, find stale items, move issues, assign work.
Score 80/100
Implement Google's Material Design 3 (Material You) UI system in Flutter. Covers tokens, 30+ components, layout, theming with useMaterial3: true, M3 Expressive, and accessibility.
Score 80/100
Pesquisa paralela automatizada para funcionalidades em domínios regulados. Usa subagentes paralelos para buscar legislação, padrões do projeto e documentação técnica…
Score 80/100
Plan a WordPress plugin through a structured discovery conversation. Asks questions to uncover requirements, blind spots, and edge cases, then produces a PRD markdown file.
Score 80/100
Generate a structured task list for building a WordPress plugin feature or entire plugin. Reads a PRD file produced by /plugin-plan and outputs a markdown file with sequential,…
Score 80/100
Use when: product strategy review, feature prioritization, product-market fit analysis, roadmap planning, product design critique, user story review, MVP scoping.
Score 80/100
Multi-path parallel product analysis with cross-model test-time compute scaling. Spawns parallel agents (Claude Code agent teams + Codex CLI) to explore product from multiple…
Score 80/100
Structured product brief and PRD creation assistant. Use when the user needs to write a product brief, PRD, feature spec, or any document that defines what to build and why.
Score 80/100
Create a competitive analysis brief for one or more competitors or a feature area. Use when informing product strategy or feature prioritization, building sales battle cards,…
Score 80/100
Review and analyze product metrics with trend analysis and actionable insights. Use when running a weekly, monthly, or quarterly metrics review, investigating a sudden spike or…
Score 80/100
Update, create, or reprioritize your product roadmap. Use when adding a new initiative and deciding what moves to make room, shifting priorities after new information comes in,…
Score 80/100
Plan a sprint — scope work, estimate capacity, set goals, and draft a sprint plan. Use when kicking off a new sprint, sizing a backlog against team availability (accounting for…
Score 80/100
Generate a stakeholder update tailored to audience and cadence. Use when writing a weekly or monthly status for leadership, announcing a launch, escalating a risk or blocker, or…
Score 80/100
Write a feature spec or PRD from a problem statement or feature idea. Use when turning a vague idea or user request into a structured document, scoping a feature with goals and…
Score 80/100
Generates Instagram-ready product reels from any e-commerce product page URL. Scrapes product images, classifies by type, generates AI-animated clips via Higgsfield API, creates…
Score 80/100
Extract misplaced code from any folder (backend or frontend) and move it to a properly-named folder that fits this project's existing conventions.
Score 80/100
Reviews an existing UI (file, URL, screenshot, code, or description) against the full UI_MASTER_GUIDE.md — hierarchy, spacing, typography, color, depth, forms, patterns, mobile,…
Score 80/100
Update, create, or reprioritize your product roadmap. Use when adding a new initiative and deciding what moves to make room, shifting priorities after new information comes in,…
Score 80/100
Strategic requirement roadmap with iterative decomposition and issue creation. Outputs roadmap.md (human-readable, single source) + issues.jsonl (machine-executable).
Score 80/100
Write a product specification (PRD) from a validated idea or feature request. Use when the user needs to define requirements, user stories, acceptance criteria, or technical…
Score 80/100
Plan a sprint — scope work, estimate capacity, set goals, and draft a sprint plan. Use when kicking off a new sprint, sizing a backlog against team availability (accounting for…
Score 80/100
Generate a stakeholder update tailored to audience and cadence. Use when writing a weekly or monthly status for leadership, announcing a launch, escalating a risk or blocker, or…
Score 80/100
DEPRECATED — tfx-auto 로 통합됨. `/tfx-auto --parallel swarm --mode consensus --isolation worktree` 로 리다이렉트. 실제 swarm 엔진 (PRD 파싱, shard 스케줄링, reconcile) 은 `tfx swarm` CLI 에 그대로 유지된다.
Score 80/100
Use when: auditing UI/UX quality, checking WCAG accessibility, reviewing spacing/layout/grid, mobile responsiveness issues, dark mode review, component pattern audit, pre-ship UI…
Score 80/100