Systematic workflow for MoE training optimization in Megatron Bridge, based on the Megatron-Core MoE paper.
Evidence gathering for performance review cycles. Gathers goal completion evidence, peer feedback, development progress, scope changes, and values alignment, organised along the…
Use when legacy prompts or older framework flows reference `perseus` and you need the modern runtime to resolve that capability cleanly.
Channel Pieter Levels (levelsio) — the solo, bootstrapped indie hacker who runs a portfolio of profitable web products with no team, no investors, and near-zero costs.
Measurement-driven optimization decision framework for bottleneck elimination, profiling, and performance budgets.
Professional documentation and localization decision framework for technical writing, API docs, and multilingual content.
Apply proven persuasion frameworks to your content — AIDA, PAS, BAB, PASONA, Cialdini's 6 principles, and more.
Persuasion and rhetorical analysis grounded in classical and modern frameworks. Covers Aristotle's three appeals (ethos, pathos, logos), rhetorical situation (audience, purpose,…
Produces a jurisdiction-aware best-interests analysis for companion animal disputes in domestic dissolutions.
Create well-structured GitHub issues for PatternFly repositories with templates, follow-up tracking, and duplicate detection.
Messaging framework — produce a full headline, subheadline, proof points, and CTA hierarchy for use across all surfaces.
Structure an evidence-based pivot, persevere, or stop decision using Eric Ries's Lean Startup pivot framework — evaluates current metrics against original hypotheses and scores…
Use first for PixiJS v8 tasks. Router for Application/app.init, scene graph Container/Sprite/Graphics/Text/Mesh, Assets, events, Ticker, filters, shaders, performance, migration,…
Use for PixiJS v8 project scaffolding with create-pixi: npm/yarn/pnpm/bun create commands, Vite templates, React template, non-interactive flags, existing project setup.
Score GitHub Issues using the RICE framework and propose a priority ordering. Strategize phase skill — turns raw issues into a ranked action plan written to…
Checklist-driven prompt to prepare a full Caravella release (changelogs, store metadata, version bump, tag)
Harshly critique strategic documents (validation reports, competitive analyses, business plans) to identify blind spots, challenge assumptions, expose weaknesses, and generate…
An ASE skill built around playwright-extra, the plugin framework that augments Playwright with reusable plugins such as stealth and other browser behavior extensions.
Structured PM 1:1 templates by partner type — with manager, engineering manager partner, designer, IC reports — grounded in Radical Candor, the GROW coaching model, and the…
Expert knowledge of proven product management frameworks for discovery, growth, measurement, planning, and AI-era practices.
PocketFlow framework for building LLM applications with graph-based abstractions, design patterns, and agentic coding workflows
Manages policy documents through their full lifecycle. Reviews policies for gaps, suggests updates based on framework changes, and tracks approval workflows.
Apply comparative politics, political behavior, public policy analysis, and democratic theory frameworks to Swedish political data
Use when using the Popochiu addon — point-and-click adventure framework with rooms, characters, props/hotspots, inventory, dialog trees, and a command-based GUI
Bepaal je marktpositie met Blue Ocean Strategy, ERRC Grid en Six Paths Framework. Van concurrentieanalyse tot positioneringsstatement.
Create a pull request via GitHub Actions workflow_dispatch. Use when the user says "create pr", "tạo pr cho con thỏ", "pr-via", or wants to open a PR for a branch.
Drafts enforceable prenuptial and postnuptial agreements for US jurisdictions with financial disclosure schedules, property classification, spousal support provisions, estate…
Structures ESG and impact reporting for fund investors with metric collection, framework alignment, and progress communication.
Creates board presentation materials with strategic options analysis, financial impact, and recommendation framework for corporate transformation decisions.
Presidio — framework de Microsoft para detección y anonimización de PII (datos personales) en texto e imágenes. 8.6K⭐. Análisis, redacción, masking.
Use when the user wants to preview generated screens in a browser without starting Metro / a simulator — for example after /create-mobile-app finishes or after /edit-app…
Set prices using value-based, cost-plus, competitive, and subscription models. Includes tiering, anchoring, discounts,
Apply when wiring validation, error handling, or framework adapters. Concentrate guards at system boundaries (CLI, config, network, external APIs); trust internal types a — from…
Automated calculation and scoring for product prioritization frameworks including RICE, ICE, MoSCoW, and custom weighted scoring.
Reference guide to 9 prioritization frameworks with formulas, when-to-use guidance, and templates — RICE, ICE, Kano, MoSCoW, Opportunity Score, and more.
When user asks to solve a problem, fix an issue, troubleshoot, debug, find solution, brainstorm, help me decide, should I, pros and cons, root cause, what should I do, stuck on,…
Use when facing complex problems that need multi-perspective analysis, when stuck in one way of thinking, or when you want to approach a problem like an expert from a different…
Evaluate existing solutions (libraries, SaaS, open source) AND internal prior-art before custom development to avoid reinventing the wheel.
Use for deep Zend Framework or Laminas project analysis: bootstrap, config merge order, service manager, MVC flow, data layer, and migration-specific risks.
Detect project type, AIWG framework state, team configuration, and active work to summarize status and recommend next actions
Project introspection — detect languages, frameworks, database, structure, scale, auth, CI/CD
Use when a framework command needs project-level metadata (codePath, playbookSets, userPlaybook, playbookResolutions, project_name).
Cross-framework project status aggregator — discovers status contributors from installed frameworks and project-local overrides, runs declarative detection, and produces a unified…
Query Prometheus and Grafana Mimir, write and debug PromQL, and build or fix Grafana dashboards — for agents solving problems from metrics.
Analyze AI conversation history across Claude Code, Cursor, Codex, ChatGPT, Gemini CLI, Trae, OpenCode, Antigravity, Windsurf, OpenClaw and other coding agents to find framework…
Expert prompt engineering using the 5 Cercles methodology and 18 Hacks framework. Generates customized, tool-specific prompts through an interactive 4-part workflow.
Runs cis-pQTL Mendelian randomization for drug-target validation using UKB-PPP (Olink), deCODE (SomaScan), Fenland, INTERVAL, ARIC, and FinnGen-PPP proteomes plus colocal — from…
Headless Chrome scraping using Puppeteer with stealth plugin, request interception via page.setRequestInterception(), and automatic CAPTCHA detection.
Use after generating PR description, Jira ticket, design doc, RFC, or other reader-facing text from a local plan/spec file, to detect and rewrite vocabulary that exists only in…
Multi-objective optimization framework. NSGA-II, NSGA-III, MOEA/D, Pareto fronts, constraint handling, benchmarks (ZDT, DTLZ), for engineering design and optimization pro — from…
Multi-objective optimization framework. NSGA-II, NSGA-III, MOEA/D, Pareto fronts, constraint handling, benchmarks (ZDT, DTLZ), for engineering design and optimization pro — from…
Deep learning framework (PyTorch Lightning). Organize PyTorch code into LightningModules, configure Trainers for multi-GPU/TPU, implement data pipelines, callbacks, logging (W&B,…
Evaluation skill for fair comparisons across PennyLane plus PyTorch, Qiskit-backed, and native Qiskit ML branches.
When your human faces a decision that keeps them up at night — \"Should I leave this relationship?\" \"Is now the right time to quit?\" \"Can I trust this person?\" — consult…
ATLAS Quality Framework for Artibot: Automated, Tested, Learned, Adaptive, Secure. Defines 8-step validation cycle, coverage targets, and GRPO-driven continuous quality…
Checkpoint framework and validation rules for all agents. Ensures quality gates are passed at every stage of development.
Expert guidance for Quarkus framework development with Jakarta EE, MicroProfile, GraalVM native builds, and reactive programming patterns
Scaffold and structure new Quarkus + LangChain4j projects, modules, AI services, agents, RAG pipelines, and embedding store setups.
Migrate Java applications from Quarkus to Jakarta EE running on OpenLiberty with one-shot execution. Use when converting Quarkus services to Jakarta EE/OpenLiberty, replacing…
Migrate Java applications from Quarkus to Spring Boot/Spring Framework with one-shot execution. Use when converting Quarkus services to Spring Boot, moving Quarkus extension-based…