Skill rating

Use when "literature review", "research synthesis", "systematic review", "academic search", or asking about "find papers", "cite sources", "research gaps", "meta-analysis", "bibliography"

Reduce Grafana Cloud Metrics costs by managing cardinality with Adaptive Metrics aggregation rules. Use when the user asks to reduce metrics costs, manage cardinality, create aggregation rules, apply

Query, audit, and optimize Google Ads campaigns. Supports two modes: (1) API mode for bulk operations with the google-ads Python SDK, (2) attached-browser mode for users without API access. Use when a

Provide structured code review guidance for catching defects and improving quality. This skill should be used when the user asks to 'review this code', 'check for issues', 'PR review', 'code quality c

Diagnose sentence-level issues after structure is solid. Use when prose feels flat, sentences are monotonous, word choices are generic, or voice is inconsistent.

Audit websites and landing pages for conversion issues and design evidence-based A/B tests. Use when the user mentions "landing page isnt converting", "conversion rate", "A/B test", "why visitors leav

Discover what customers truly need by analyzing the "job" they hire your product to do. Use when the user mentions "customer discovery", "why customers churn", "what job does this solve", "competing a

Initialize a new Obsidian wiki vault with the correct structure, special files, and configuration. Use this skill when the user wants to set up a new wiki from scratch, initialize the vault structure,

Retrieve detailed balance sheet statement data including Total Assets, Current Assets, Non-Current Assets, Liabilities, Equity, and Net Debt for public companies. Use when analyzing financial position

Two-host podcast video for any URL or free-form topic — 1 minute, 4 acts × ~15s, native multi-shot dialogue, optional voice cloning for Host A. Use when the user asks to "make a podcast", "podcast abo

Audit and fix visual hierarchy, spacing, color, and depth in web UIs. Use when the user mentions "my UI looks off", "make it look better", "this looks amateur", "looks unprofessional", "fix the design

Select, pair, and implement typefaces for web projects. Use when the user mentions "font pairing", "which typeface", "line height", "responsive typography", "web font loading", "type hierarchy", "vari

Core Redis modeling guidance — choose the right data structure (String, Hash, List, Set, Sorted Set, JSON, Stream, Vector Set) and use consistent colon-separated key names. Use when designing a Redis

Evaluate and improve interface usability using heuristic analysis. Use when the user mentions "usability audit", "UX review", "users are confused", "heuristic evaluation", "form usability", "navigatio

Systematic debugging for ADK agents — trace reading, log analysis, common failure diagnosis, and the debug loop.

When the user wants to implement, optimize, or use App Clips for app discovery and conversion. Use when the user mentions "App Clip", "app clip code", "mini app", "instant app", "App Clip card", "App

Reviewer role. Opens rendered HTML, inspects every slide visually, fixes problems in custom.css or slides.html and rebuilds through build-html.sh. Use whenever the user says "review", "QA", "check sli

Diagnose flat dialogue, same-voice characters, and lack of subtext. Use when conversations feel wooden, characters sound alike, or dialogue only does one thing at a time.

This skill should be used when the user asks to determine what tax filings they need, wants to know if they must file a tax return (確定申告), asks about consumption tax obligations (消費税), or needs help u

Audits web UI quality at page or feature level across accessibility, keyboard interaction, forms, typography surface checks, navigation feedback, layout resilience, performance, motion, and microcopy.

Run a 5-dimension expert design review on any HTML artifact in the project — Philosophy / Visual hierarchy / Detail / Functionality / Innovation, each scored 0–10. Outputs a single self-contained HTML

Design MVPs, validated learning experiments, and pivot-or-persevere decisions using Build-Measure-Learn. Use when the user mentions "MVP scope", "validated learning", "pivot or persevere", "vanity met

Read-only drift detector. Diffs SPEC.md against current code and reports violations grouped by severity. Writes nothing — suggests remedies via the spec or build skills but never invokes them. Trigger

Diagnose weak endings, rushed resolutions, and arbitrary conclusions. Use when stories build well but end disappointingly, when climax feels unearned, or when resolution doesn't complete character arc

Prepare and execute negotiations using tactical empathy, calibrated questions, and the Ackerman method. Use when the user mentions "salary negotiation", "contract terms", "handling objections", "mirro

Comprehensive toolkit for detecting and eliminating "AI slop" - generic, low-quality AI-generated patterns in natural language, code, and design. Use when reviewing or improving content quality, preve

Run Semgrep static analysis scan on a codebase using parallel subagents. Supports two scan modes — "run all" (full ruleset coverage) and "important only" (high-confidence security vulnerabilities). Au

Review PyTorch pull requests for code quality, test coverage, security, and backward compatibility. Use when reviewing PRs, when asked to review code changes, or when the user mentions "review PR", "c

guidelines for creating, reviewing, updating, and searching ADK documentation - use when users ask about writing, maintaining, or auditing ADK bot docs

Talk to customers without leading them using Mom Test rules: discuss their life not your idea, ask about specifics in the past, and talk less. Use when the user mentions "customer interviews", "valida

Apply lean thinking to UX: hypothesis-driven design, collaborative sketching, and rapid experiments instead of heavy deliverables. Use when the user mentions "Lean UX", "design hypothesis", "UX experi

Use when working on Nuxt 4+ projects - provides server routes, file-based routing, middleware patterns, Nuxt-specific composables, and configuration with latest docs. Covers h3 v1 helpers (validation,

Run Semgrep static analysis scans and create custom detection rules. Use when asked to scan code with Semgrep, find security vulnerabilities, write custom YAML rules, or detect specific bug patterns.

Write, validate, and optimise PromQL queries for Prometheus and Grafana Cloud Metrics. Use when the user asks to query metrics, write a PromQL expression, calculate rates, aggregate across labels, bui

Run the hive experiment loop — autonomous iteration on a shared task. Use when the agent is in a hive task directory and needs to run experiments, submit results, or participate in the swarm. Triggers

Stack-aware review for local diffs, pull requests, and repository-wide audits. Routes review across shared policy plus language packs for TypeScript frontend, TypeScript backend/Bun, Go, Rust, and Pyt

今日头条创作与运营方法论。Use for: (1) 按四大标题公式产出并自查头条标题, (2) 用三种高完读率结构写文章/微头条, (3) 按推荐算法逻辑（冷启动/标签匹配/互动权重）诊断展现量与点击率数据, (4) 账号定位与发布时间规划。Toutiao content methodology: headline formulas, retention-optimized structures,

WayinVideo AI video editing and analysis suite. Includes highlight extraction, natural language video search, content summarization, and transcription. Example scenarios: 'extract video highlights' /

Audit GitHub Actions job runtime risk against timeout thresholds so near-timeout jobs get fixed before they fail CI.

Calculate ledger financial metrics and business data. Use when tracking expenses, analyzing investments, or generating financial reports.

Analyze one BTC or ETH derivatives setup using current public Deribit, Hyperliquid, and Polymarket data. Use for read-only strategy research, volatility, options skew, funding, basis, support and resi

Extract comments from Word documents and format them into standardized review opinions. Auto-matches page numbers, agent-powered semantic polishing. Designed for investment banking QC, legal review, a

Record, search, and display quotes and sayings. Use when saving favorites, checking attribution, converting collections, analyzing themes, generating picks.

Detect stale queued/in-progress GitHub Actions runs before they quietly block delivery.

Detect sudden GitHub Actions failure-rate spikes by workflow group using recent-vs-baseline run windows.

Analyze OpenAI Usage and Costs JSON, show actual spend in lattes, and estimate how many lattes the user could recover next month.

Assistant de trading automatisé pour l'analyse de marché, la détection de signaux et l'exécution de stratégies techniques (RSI, MA, Support/Résistance). À utiliser pour : analyser les cryptomonnaies,

Audit GitHub Actions workflow permission scope drift to enforce least-privilege token access.

Diagnose and fix R environment issues, including package installation failures, dependency conflicts, system library problems, renv errors, and Bioconductor version mismatches.

Audit GitHub Actions failure timing by day/hour to surface recurring outage windows and staffing hotspots.