Top Agent Skills

Download, split, and deeply read academic PDFs. Use when asked to read, review, or summarize an academic paper. Splits PDFs into 4-page chunks, reads them in small batches, and produces structured reading notes — avoiding context window crashes and shallow comprehension.

Use when positioning a manuscript against the existing economics literature, building the antecedents map for the introduction, deciding what to cite, or verifying that every reference in the bibliography is real, correctly attributed, and cited to the published version. Apply at topic selection for the novelty scan and again before drafting the introduction.

Use when drafting or revising the body sections of an AER, AER:Insights, or AEJ manuscript — institutional background, data, empirical strategy, results, mechanisms, and conclusion. Covers equation conventions, results-paragraph narration, magnitude interpretation, and back-of-envelope policy calculations. Apply after the empirics are stable and before or alongside aer-introduction.

Public finances briefing. Supports UK, US, and Australia. Produces a single compact briefing on borrowing, debt, receipts, spending, and fiscal rules. Optional debt sustainability analysis via the debtkit R package. User-selectable sub-components and multi-format export.

Industry and market research. Market sizing, structure, competition, regulation, supply chains, pricing, M&A. Produces a single compact, source-cited research report with Porter's Five Forces, HHI / CR4, PESTLE, and trade flows. Supports UK, US, EU, Australia, and global scope, with multi-geography comparison.

Econometrics skill for Synthetic Control Method (SCM). Activates when the user asks about: "synthetic control", "SCM", "synthetic counterfactual", "donor pool", "placebo test", "in-space placebo", "in-time placebo", "MSPE ratio", "Abadie Diamond Hainmueller", "augmented synthetic control", "penalized SCM", "synthetic DID", "合成控制", "合成控制法", "捐助池", "安慰剂检验", "合成反事实", "合成DID", "政策评估"

Centralized 'Truth Engine' for cross-jurisdictional legal context (US, EU, CA) and contract scaffolding.

Run a broad SEO audit across technical SEO, on-page SEO, schema, sitemaps, content quality, AI search readiness, and GEO. Use as the umbrella skill when the user asks for a full SEO analysis or strategy.

Expert tmux session, window, and pane management for terminal multiplexing, persistent remote workflows, and shell scripting automation.

First-principles assumption auditor. Classifies each hidden assumption (fact / convention / belief / interest-driven), ranks by fragility × impact, and rebuilds conclusions from verified premises. Bilingual: auto-detects Chinese or English.

Use when a user asks to mine or update a private, evidence-backed work profile from local Claude Code, Codex, Copilot CLI, or OpenCode sessions.

Help a user learn a topic through adaptive tutoring, lesson planning, practice, retrieval checks, explanations, study guides, or exercises. Use when the user asks to learn, understand, practice, drill, review, study, or be tutored on something.

Discover, find, compare, audit, repair, adapt, craft, run, debrief, and prepare repeatable AI-agent loops for publication. Use when a user asks to analyze code or coding threads for recurring work, find a published loop, interview them to turn a goal into a bounded loop, review a loop...

Teach the user a new skill or concept, within this workspace.

Expert in CrewAI - the leading role-based multi-agent framework used by 60% of Fortune 500 companies.

When the user wants to design, construct, or improve an offer — the thing they actually sell — including value framing, bonus stacking, guarantee design, scarcity/urgency, naming, and payment structure. Also use when the user mentions 'offer,' 'offer design,' 'build an offer,' 'grand...

Qiskit is the world's most popular open-source quantum computing framework with 13M+ downloads. Build quantum circuits, optimize for hardware, execute on simulators or real quantum computers, and analyze results. Supports IBM Quantum (100+ qubit systems), IonQ, Amazon Braket, and other providers.

Design and improve revenue operations, lead lifecycle rules, scoring, routing, handoffs, and CRM process automation. Use when marketing, sales, and customer success workflows need clearer operational structure.

Design SDKs that developers love to use—APIs that feel native, error messages that guide, and experiences that reduce friction. This skill covers creating SDKs that drive adoption through exceptional developer experience rather than aggressive marketing. Trigger phrases: "SDK design",...

Manages shadcn/ui components and projects, providing context, documentation, and usage patterns for building modern design systems.

Post-process AI-generated text through the unslop CLI to strip AI writing patterns before publishing

Astropy is the core Python package for astronomy, providing essential functionality for astronomical research and data analysis.

Write idiomatic C++ code with modern features, RAII, smart pointers, and STL algorithms. Handles templates, move semantics, and performance optimization.

Generate favicons from a source image

Five-phase pipeline (triage → clarify → research → PRD → plan) that turns a raw idea into four linked files: clarifying questions, deep research, a PRD with non-goals and metrics, and a phased execution plan with mermaid user journey and kill criteria.

Move issues and external PRs through a state machine of triage roles, categorise, verify, grill if needed, and write agent-ready briefs.

Teach the user a new skill or concept, within this workspace.

Use when you need to resolve an in-progress git merge/rebase conflict.

Enumerate SMB, WinRM, LDAP, and MSSQL services, validate credentials, spray passwords, and execute commands on remote hosts using NetExec during authorized penetration tests.

Define responsive layout grid systems with columns, gutters, margins, and breakpoint behavior.

Simulates a board of legendary marketing advisors to provide multiple expert perspectives on marketing questions, highlighting disagreements and synthesizing recommendations.

One-command GitHub repository health audit. Checks for missing standard files, GitHub configuration, branch protection, documentation quality, and code hygiene. Produces a scored health report with prioritized fix recommendations.

Master modern SQL with cloud-native databases, OLTP/OLAP optimization, and advanced query techniques. Expert in performance tuning, data modeling, and hybrid analytical systems.

Stage all changes, create a conventional commit, and push to the remote branch.

Analyze draft prompts to identify intent, scope, and missing context, then generate an optimized prompt with ECC component recommendations. Advisory only — never executes the task.

Read, write, and browse the AgentHub message board for agent coordination. Use when the user runs /hub:board or asks to post, read, or inspect coordination messages between competing AgentHub agents.

Applies Anthropic's official brand colors and typography to artifacts for a consistent brand look and feel.

Generate novel research ideas through structured, conversational brainstorming that explores interdisciplinary connections, challenges assumptions, and identifies research gaps.

Surveys available blocks from a local AEM Edge Delivery Services project and Block Collection to understand the block palette available for authoring, returning a block inventory with purposes to inform content modeling decisions.

Generates a standard admin dashboard page with a fixed sidebar, top bar, KPI card grid, 1-2 charts, and a recent activity list.

Edit real video footage using a pipeline of FFmpeg, Remotion, ElevenLabs, fal.ai, and traditional editors for cutting, structuring, and augmenting raw captures.

Analyze Stitch projects and synthesize a semantic design system into DESIGN.md files.

Scan an HTTPS page for mixed content — HTTP scripts, styles, images, iframes, and insecure form actions. Separates browser-blocked active mixed content from passive, with the exact offending URLs. Playwright MCP, no signup.

Explains current FAR, DFARS, and agency-supplement policy; compares codified text, RFO model text, and agency deviations; traces rulemaking and public comments; and produces evidence-supported Acquisition Policy Impact Briefs.

Builds auditable cost-reimbursement IGCEs using BLS wages, indirect cost pools, contract-type-specific fees, GSA CALC+ positioning, and GSA Per Diem travel data.

Detect bootkits such as BlackLotus and Bootkitty and verify Secure Boot bypass via DBX and binary checks.

Detect SSO and OAuth token replay and SaaS lateral movement using identity telemetry from Microsoft Entra ID and Okta.

Diagnose intermittent Wi-Fi issues like buffering, lag, packet loss, and weak coverage through read-only analysis, then safely optimize authorized router settings when evidence supports a change.

Reduces AI API costs by 30-75% by classifying task complexity, checking prompt quality, and routing tasks to the most cost-efficient model tier before execution.

Swap ERC20 tokens across supported chains via OpenSea's cross-chain DEX aggregator. Get quotes with optimal routing, check token balances, and execute swaps.

Finds and exports podcast episode transcripts as cleaned TXT files from YouTube URLs, episode webpages, Apple Podcasts, X/Twitter links, direct audio URLs, or plain titles, with a deterministic decision tree and optional local ASR fallback.

陈可辛导演风格顾问——精细平衡的优质商业叙事。 核心特征：情感把握、市场艺术平衡 代表作品：《甜蜜蜜》《中国合伙人》 触发词：「陈可辛风格」「像陈可辛那样拍」「陈可辛视角」 适用场景：剧本创作、影像设计、叙事决策、风格参考

Creates a complete change proposal with design, specs, and tasks in one step, ready for implementation.

将长文章自动拆分为多张信息图海报（2400x3600竖版），支持多种风格模板和6种页面布局。

Erstellt personalisierte Lernpläne für das deutsche Jurastudium (Staatsexamen, Referendariat) unter Berücksichtigung von Fristen, Bundesland und Repetitorium.

Prüft Frist, Form, Zuständigkeit, Rechtsweg und Sofortmaßnahmen für Behörden-, Gerichts- oder Registerwege in der Liquiditätsplanung und liefert eine Fristen- und Risikoampel mit Sofortschritten.

Rekonstruiert den zeitlichen Ablauf eines Datenschutzvorfalls für die DSGVO-Meldung, prüft Fristen, Form, Zuständigkeit und Rechtsweg und liefert eine Fristen- und Risikoampel mit Sofortmaßnahmen.

Analysiert eigene JPA-Klausuren und erstellt eine gewichtete Themenmatrix mit Lernempfehlungen für die Examensvorbereitung, inklusive Fristen- und Risikoprüfung.

Protokolliert beA-Nachrichten, Versand und Empfangsbekenntnisse mit Fristen- und Risikoampel sowie Sofortschritten für Kanzlei-Workflows.

Erstellt aus einer Akte eine Anspruchstabelle für den Zivilprozess, die Klage, Klageerwiderung, Replik oder Vergleichsstrategie vorbereitet. Liefert eine Tabelle mit Anspruch, Norm, Tatsache, Beleg, Gegnerbestreiten, Beweisangebot, Risikoampel und nächstem Schriftsatzbaustein.