Data Analysis AI Skills

Extract and audit SEO metadata from the current browser page. Use when the user wants to check a page's SEO health, review meta tags, Open Graph, Twitter Cards, canonical links, structured data…

Automated sequencing quality control and advanced visualization wrapping FastQC, MultiQC, and custom chart generation. Exposes an MCP stdio server for live AI integration alongside a ClawBio CLI…

Inventory hooks across the user, project, and project-local settings plus the ~/.claude/hooks scripts directory — read through the Agent Monitor Config Explorer API — and flag hooks that POST to the…

Step-by-step workflow for creating complete Power BI reports from scratch using pbir CLI. Covers model discovery, report creation, page layout, theme setup, visual placement, field binding, filtering,…

When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value. Also use when the user mentions "onboarding flow," "activation rate," "user…

Biological data toolkit. Sequence analysis, alignments, phylogenetic trees, diversity metrics (alpha/beta, UniFrac), ordination (PCoA), PERMANOVA, FASTA/Newick I/O, for microbiome analysis.

Audit all campaigns running for a brand across channels, with 4-tier triage. "we just inherited this account"

Query A-share and Chinese financial market data via multiple data sources. Tier-1 paid source is iFind (同花顺, covers stocks/funds/macro/bonds/HK-US/ESG/index-sectors). Tier-2 free source is AkShare…

This package takes a list of p-values resulting from the simultaneous testing of many hypotheses and estimates their q-values and local FDR values. The q-value of a test measures the proportion of…

Product changelog and release notes that users actually read. Covers categorization, user-facing language, visuals, and distribution. Use for: release notes, changelogs, product updates, feature…

Promote a validated paper strategy to live trading, gated on lab experiment evidence plus safety checks.

Entity Framework Core patterns for .NET 10. Covers DbContext configuration, migrations workflow, interceptors, compiled queries, ExecuteUpdateAsync, ExecuteDeleteAsync, value converters, and query…

Use for every user request when SkillSpec router mode is enabled. First check the local SkillSpec router index, load the selected skill only when route decision is use_skill, and continue with normal…

Creates sashimi-style plots showing RNA-seq read coverage and splice junction counts using ggsashimi (general-purpose, condition-grouped overlays), rmats2sashimiplot (rMATS-output-aware), MAJIQ-VOILA…

Evaluates observed product outcomes against a prior hypothesis; does not run experiments or change user treatment.

Author or improve a reusable skill (SKILL.md) with skill_manage. Use when the user asks Super Nakama to write, draft, design, review, or improve a skill or workflow.

Best-practice kit for BI dashboard layout, storytelling, and adoption.

omics-plotting: publication-style figure authoring for omics / bioinformatics results with matplotlib / seaborn. Read this before writing any plotting or figure code in any omics analysis — RNA-seq,…

Develop and deploy Lakeflow Jobs on Databricks via DABs, Python SDK, or the CLI. Use when creating data engineering jobs with notebooks, Python wheels, SQL, dbt, or pipelines. Invoke BEFORE starting…

Analyze contractor bids against CWICR benchmarks. Identify pricing anomalies, compare bid components, and support bid evaluation decisions.

Use when adding service-wide Spring Boot 3 Actuator, Micrometer metrics, distributed tracing, OpenTelemetry export, structured logging, health probes, dashboards, or alerts. Combine with…

Post-mortem analysis when a client churns. Takes client history, engagement data, support tickets, usage logs, and exit feedback to produce a comprehensive churn autopsy with root cause…

Financial data toolkit for US market analysis. Provides scripts to fetch real-time stock data (yfinance), SEC filings and insider trades (EDGAR), financial statement calculators (DuPont, Z-Score,…

Pull, analyze, manage, and CREATE Meta ads (Facebook, Instagram, Messenger, Threads, Click-to-WhatsApp) via the Marketing API. Use when the user mentions Meta/FB/IG ads, Ads Manager, ROAS, CPA, CPM,…

Legacy subagent-based orchestrator. Superseded by /red-run-ctf (agent teams). Use /red-run-legacy to invoke manually. Does not auto-trigger.

Use this skill when the user wants to analyze Claude token usage, understand Claude API spending, check cache hit rates, review Claude Code workflow patterns (skills, agents, hooks), or get cost…

Competitor analysis for social media — public-data competitive reconnaissance to find the gap a brand can own. Use when someone wants to "analyse/research our competitors," "see what rivals are doing…

Test native, React Native, hybrid, and Flutter mobile apps with Appium 3.x, Detox, Maestro, and Patrol. Covers device farm setup (BrowserStack, Sauce Labs), gesture simulation, deep link and…

Biology research tools reference. Always available inside agent containers.

Map user missions from trigger to value moment, organizing features into coherent paths during PRD v0.4 User Journeys. Triggers on requests to map user journeys, define user flows, describe how users…

Product Requirements Document creation following proven PM template structure. Use when the user asks to create, write, draft, or help with a PRD, product requirements document, product spec, feature…

Ask only the pending setup pieces. When Git is selected, commit the current files before setup writes only if that check finds files to preserve. Trigger when the user asks to set up or bootstrap a…

Use this skill when the user wants to turn an application, product, startup idea, SaaS, mobile app, web app, API, AI product, or internal tool into a production-ready Markdown specification package…

Complete guide for Lulo - Solana's premier lending aggregator. Covers API integration for deposits, withdrawals, balance queries, Protected/Boosted deposits, Custom deposits, and automated yield…

Calculate portfolio risk metrics including VaR, CVaR, Sharpe, Sortino, and drawdown analysis. Use when measuring portfolio risk, implementing risk limits, or building risk monitoring systems.

Live-system triage — read-only evidence first, establish what/since-when/how-wide, correlate onset with changes, trace one failing request, mitigate reversibly before root-causing. Use when production…

The mandatory pre-delivery pass — requirements sweep, execution proof, self-review of the diff as a stranger's, and a fixed edge-case probe. Trigger this every time you are about to say "done",…

Load, parse, and process USGS earthquake data in GeoJSON or JSON formats.

Provides Biopython (Bio.Seq, Bio.SeqIO, Bio.Align, Bio.Entrez, Bio.Blast, Bio.PDB, Bio.Phylo, Bio.motifs, Bio.SeqUtils, Bio.Restriction) for sequence handling, file parsing, NCBI access, BLAST,…

Use when: 需要明确产品定位、设计商业模式、规划盈利方式、制定定价策略、进行盈利预测 Do NOT use when: 产品定位已明确、仅需执行无需重新定位

Design protein sequences around bound ligands, metals, and nucleic acids with LigandMPNN (Dauparas 2023) — inverse folding that conditions on non-protein context, so binding-pocket and metal-site…

Extract, analyze, and summarize simulation output data — pull spatial fields at specific timesteps, compute time-series trends and detect steady state, extract line profiles through the domain,…

Simulating users to evaluate existing flows and generate synthetic demand: cognitive walkthroughs, feature requests, unmet needs, JTBD, and opportunity trees. Not real-user research.

Run a full, read-only HubSpot portal audit covering both the marketing and sales sides: database, deliverability, engagement, owners, pipelines, deal quality, and follow-up. Grades each dimension and…

Zoom Phone skill pack for OAuth, Phone APIs, webhooks, Smart Embed postMessage events, URI schemes, and call-history migration patterns. Use for CRM/CTI dialer workflows, real-time call tracking, and…

Help HR leaders and change managers plan and execute the human side of AI adoption in the workplace, including managing employee resistance, designing reskilling programs, communicating AI changes,…

Generates optimized read queries using Dapper. Includes multi-mapping for joins, pagination, dynamic filtering, CTEs, and best practices for high-performance data access.

Author the React + Quill implementation of a PostHog canvas: the single-component contract, the allowed imports, Quill (PostHog's design system) component and composition rules, theme-aware design…

对网文项目做只读体检/诊断（/webnovel-doctor）——检查目录、文件、JSON、SQLite、RAG 配置、依赖与 Dashboard 构建产物是否完整。

Cross-DCC verification toolset - deterministic capture review views, in-band image statistics, scene-vs-spec validation, and reference-vs-render comparison sheets. Pure Python, read-only,…

Structured feature evaluation before enthusiasm or inertia makes the decision. Use for 'should we build this' calls: what to build, what to cut, and the test that separates the two.