Use when locating an Econometrica result precisely within the methods / theory lineage it extends, and when writing the related-work paragraphs that pre-empt "how does this differ…
Use when judging whether a result is general, deep, and method-driven enough to belong in Econometrica, and when sharpening the contribution statement.
Use to stake an Econometric Theory (ET) contribution against the existing theory frontier — which assumptions you weaken, which limit result you generalize, what was previously…
Use when positioning a The Econometrics Journal (EctJ) paper against econometric theory, applied econometrics, statistics, and machine-learning literatures while keeping the…
Systematically identify error states, boundary conditions, and recovery paths for a feature using the BOUNDARY method — reduces post-launch defects by surfacing what specs miss.
Produces an internal U.S. litigation e-discovery status summary covering ESI collection, processing, search-term hits, review throughput, relevance and privilege rates, and…
Generates a structured internal e-discovery status report tracking ESI from collection through attorney review.
Edit and refine an existing PRD section by section. Use when the user says 'update the PRD', 'change a requirement', or 'add a feature to the PRD'.
Expert in the business of online education - pricing strategies, launch playbooks, revenue models, positioning, and building sustainable education businesses.
Crée une feuille de route d'apprentissage pour maîtriser un sujet ou une compétence. À utiliser quand l'utilisateur veut apprendre quelque chose de nouveau.
Transform Claude into an expert in evidence-based educational presentation design. Use when designing presentations for teaching, training, or learning contexts where retention…
Write JavaScript code with deep understanding of the language fundamentals as envisioned by Brendan Eich, creator of JavaScript.
Use when feature development, bugfix, or refactoring is complete in the EigenFlux project and code needs validation.
Use when selecting predictive genes or other molecular features from bulk expression matrices for binary case-vs-control classification with elastic net logistic regression,…
Force a structured second pass on something just generated — a spec, plan, design decision, financial model, code architecture, prose.
Hub skill for requirements elicitation. Provides technique selection, orchestration guidance, LLMREI patterns, and autonomy level configuration.
Top 1% development standard for OC Pipeline and federal-grade construction software. Use when Bill asks to build features, fix bugs, write code, create components, or do any…
Specifies the persona of an elite software engineer and product manager to be used across all files, emphasizing the use of expertise and libraries effectively.
Use when working with Elixir code — writing modules, functions, tests, mix tasks, templates, logging, or any Elixir/OTP project.
Frontend development standards for Ellie's projects. Use when building frontend interfaces, components, pages, or applications.
Builds multi-variant Elo rating systems for sports prediction. Use when user asks about Elo ratings, rating systems, team strength, K-factor, home field advantage, season…
HTML email accessibility: table layouts, inline styles, dark mode, image fallbacks, and email client rendering constraints.
Apply sophisticated design system principles to HTML emails including typography hierarchy, color palettes, spacing systems, and layout patterns.
14-category product-building OS. CF Workers+Hono, Angular, D1, Drizzle, Clerk, Stripe. 94 reference docs, 18 agents.
Erstellt Prüfkatalog nach EN 301 549 und WCAG. Trennt rechtlich harmonisierten Standard von fachlicher WCAG-2.2-Erweiterung, definiert Seitentypen, Stichprobe, A/AA-Kriterien,…
Generates structured summaries of U.S. energy sector regulations and landmark cases with compliance-focused analysis.
Guide feature-based directory structure and file placement. Apply when creating new files or organizing code.
Verbessert englische Schriftsätze für deutsche Gerichte: klar, zpo-tauglich, ohne US-Discovery-Duktus, mit sauberem Tatsachenvortrag und Beweisangebot.
Use when documentation needs to be updated, clarified, or reorganized to better serve users' jobs-to-be-done with low cognitive load and high signal.
Generative, NN/g-grounded page enhancement skill. Given a route, screen, or component, it produces concrete, design-system-compliant code changes that replace generic,…
Analyze existing brownfield project and generate improvement roadmap (Codex skill for /ensemble:analyze-product)
Create comprehensive Product Requirements Document with structured elicitation and adversarial review (Codex skill for /ensemble:create-prd)
Refine and enhance existing PRD with stakeholder feedback and additional detail (Codex skill for /ensemble:refine-prd)
Refine and enhance existing TRD with stakeholder feedback and additional detail (Codex skill for /ensemble:refine-trd)
Generate current sprint status report with task completion and blockers (Codex skill for /ensemble:sprint-status)
Run a two-week MVP product review during the build phase — what was built, what was learned from customers, what's next, and whether there's enough evidence to…
Help the user decide what's in v1 of their MVP — given the value hypothesis and leap of faith, work out the smallest possible build that tests the leap of faith.
Turn customer-discovery notes into a defensible, falsifiable problem statement (Stage 03). Forces specificity on the desperate customer, the single pain, the trigger, frequency,…
Protect Blumark24 OS enterprise UI, Arabic-first RTL, visual identity, component consistency, spacing, colors, and layout integrity.
Enterprise-grade component architecture patterns from 20 production design systems. Component naming, data-dense layouts, headless patterns, accessible forms, and dev-tool UI…
Canonical enumeration of project Prisma models, API routes, components, user stories, and EIS docs. Use before creating any docs/wiki/ page to verify the source object exists.
Use for LARGE work requiring feature-level grouping. Creates epic tracking issues, manages related issues under a common label, tracks epic progress, and coordinates with — from…
Epic planning — ловушки sizing, scope. Активируется при epic, roadmap, initiative, planning, business value, success metrics, anti-metrics, out of scope, outcome, T-shirt sizing,…
Epic and task structure patterns for SpecFlux. Use when breaking PRDs into epics and tasks. Epics should be self-contained with clear acceptance criteria.
Decompose a PRD into Epics and INVEST-shaped User Stories with acceptance criteria and priority. Invoke when the team has a baselined PRD and needs an actionable story backlog…
USE FOR: epistemic discovery — picking a discovery mode (Census / Dependency / Literature / Cross-domain / Community), running an Unknown-Unknown (UU) hunting protocol at the…
ePub document accessibility specialist. Use when scanning, reviewing, or remediating .epub files for accessibility.
Run EPUBCheck and Ace accessibility validation. Use before final EPUB packaging or distribution to ensure publication readiness.
Internal helper agent. Invoked by orchestrator agents via Task tool. Manages .a11y-epub-config.json scan configuration for ePub accessibility audits.
Analyze a spec, PRD, or codebase to identify missing skills and agents, propose them, then write them.
Stakeholder-Mapping fuer Energieprojekte: Vorhabentraeger, Netzbetreiber, BNetzA, Landesregulierer, Kommune, Naturschutz, Anwohnerinitiativen, Foerdergeber.
Conçoit, crée, modifie et améliore des interfaces utilisateur (UI/UX) pour des applications métier TypeScript : ERP, CRM, back-office, tableaux de bord opérationnels, outils…
ERNE — Implement animations using the ui-designer agent with Reanimated and Gesture Handler
ERNE — Design and test UI components using parallel ui-designer and tdd-guide agents
Use to define incident tiers, response protocols, and stakeholder communications.
Especialista em Metodologias Ágeis. Use para comparar e escolher frameworks ágeis (Scrum, Kanban, XP, SAFe, LeSS) e adaptá-los ao contexto.
Gera artefatos de uma especificação existente ou decompõe um PRD em specs isoladas com assertions vinculadas e escopo de arquivos.
Use when positioning an Environmental Science & Technology (ES&T) manuscript against prior work across environmental chemistry, engineering, toxicology, and policy.
Aktualizuje nebo vytváří docs/implementation-status.html — kanban board který porovnává otevřené Github issues v milestonech MVP/core s aktivními OpenSpec specifikacemi a…
Estimate effort for development tasks. Use when planning sprints, roadmaps, or project timelines. Covers story points, relative estimation, and uncertainty.