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
Initialize new projects with proper structure, configuration, and setup from BaseProject template. Use when creating new projects, setting up directory structures, or initializing…
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.
Forges weak Claude Code prompts into structured, credit-saving, framework-aware prompts. Use when prompts are vague, missing scope, or mention a stack without clear task…
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…
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, loggi — from…
Deep learning framework (PyTorch Lightning). Organize PyTorch code into LightningModules, configure Trainers for multi-GPU/TPU, implement data pipelines, callbacks, loggi — from…
Deep learning framework (PyTorch Lightning). Organize PyTorch code into LightningModules, configure Trainers for multi-GPU/TPU, implement data pipelines, callbacks, loggi — from…
PyTorch deep learning framework. Use when the project needs this capability or the user / team manifest asks for it.
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…
Expert knowledge on Munger's quality-at-a-fair-price framework — the math of compounding, ROIC analysis, reinvestment runway, management assessment, franchise vs commodity…
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…
Full quarterly planning cycle -- kickoff, mid-quarter check-in, and close -- using Wodtke's Radical Focus, Cagan strategy, and Reforge cycle frameworks.
Query, inspect, compare, visualize, or explain Cuebook market intelligence without creating publishable creator content or causing writes.
Advanced reasoning skill integrating Atom of Thoughts (AoT) and Chain of Verification (CoVe) frameworks.
Crear un Request for Comments (RFC) en modo conversacional, compatible con create-tasks --from-rfc
Stop being a \"nice\" manager. Learn Kim Scott's framework for caring personally while challenging directly—the combination that builds trust and drives performance.
Ralph Wiggum iterative development loop methodology for persistent AI agent work. Implements continuous iteration loops where AI works on tasks until completion, using Archon for…
Formal framework for modeling intelligent agents through Beliefs, Desires/Goals, and Intentions as distinct mental states with rigorous semantics
Foundational framework for modeling intelligent agents through Beliefs, Desires, and Intentions with practical implementation strategies under resource constraints
Rust terminal UI framework - widgets, components, layouts, events, input handling, and state management for TUI apps
raw/ フォルダに置かれた一次資料（PDF・MD・テキスト・Web 等）を読み、適切な層（60_Laws / 61_Guidelines / 62_Frameworks / 63_Disorders / 64_Methods / 65_Assessments / 66_Services / 67_Orgs /…
Orient to the Reactive Agents framework, understand the builder API shape, and select the right capability skills for your task.
Read and navigate software package documentation websites. Use when the user provides a documentation URL and wants to understand an API, SDK, framework, or library.
Diseñar productos, construir marcas, crear presentaciones y desarrollar visión usando los frameworks de Steve Jobs: simplicidad, focus, presentación y pensamiento de categoría
A comprehensive library of 100+ transferable reasoning primitives extracted from 34 high-value domains.
Rebalancing frameworks for maintaining portfolio alignment with target allocations. Reference when deciding whether to rebalance, choosing a rebalancing method, managing tax…
Escalate upstream-conformance discipline to a heavy fan-out: dispatch fresh-context subagents doc-by-doc over a whole subsystem, framework, or repo, comparing each surface against…
Rechtsabteilungs-Fachmodul für Change-Control-Klauseln im Konzernvertrag: Einseitige Leistungs- und Prozessänderungen werden in komplexen Konzern-Frameworks auf Zumutbark — from…
Rechtsabteilungs-Fachmodul für Change-Control-Klauseln im Konzernvertrag: Einseitige Leistungs- und Prozessänderungen werden in komplexen Konzern-Frameworks auf Zumutbark — from…
Read event data from a Google Sheets spreadsheet and create Google Calendar entries for each row. — from ShadowTag-v2/shadowtagai-monorepo-v2
Recreate a UI from a screenshot or image reference with pixel-perfect accuracy. Covers layout, color extraction, typography matching, component fidelity, and validation.
Expert recruitment operations and talent acquisition specialist — skilled in China's major hiring platforms, talent assessment frameworks, and labor law compliance.
Çoklu ajan sistemlerini latent-space recursion ile 2.4x hızlandıran ve token maliyetini %75 düşüren framework.
Self-improvement engine. Implements generate-critique-iterate loops for enhanced reasoning. Use when working through complex problems, synthesizing across domains, or whe — from…
Apply R&D framework to optimize prompts and context. Use when optimizing context window usage, reducing prompt size, delegating to specialized agents, or applying systematic…
Soros's theory of reflexivity applied to financial markets. Covers the cognitive and manipulative functions, boom-bust dynamics, feedback loops in credit/equity/currency markets,…
中文优先：用于正则vsLLM结构化文本相关任务，帮助识别、设计、实现或验证对应工作流。English keywords: Decision framework for choosing between regex and LLM when parsing structured text — start with regex, add LLM only…
Detect the market regime (Bull / Bear / Sideways) for ANY asset and turn it into a tradeable signal or a risk filter.
Design a rehabilitation programme the patient will actually do — dosed and progressed against stated criteria, built around their week rather than an ideal one, and with the…
Generate the stable Galyarder Framework release changelog at releases/vYYYY.MDD.P.md by reading commits, changesets, and merged PR context since the last stable tag.
Framework for designing fictional religions and belief systems. Reference when creating pantheons, cults, philosophies, or any organized belief system in a world.