This skill traces references to FileMaker objects (fields, scripts, custom functions, layouts, value lists) across an entire solution. It combines a **deterministic Python engine** (`agent/scripts/tra

Comprehensive guide for Manim Community - Python framework for creating mathematical animations and educational videos with programmatic control

statsmodels

A CLI tool for calculating and validating Uniswap V4 liquidity position tick bounds. Prevents tick math errors that can cause failed LP mints by providing correct, validated tick calculations.

Performs basic arithmetic calculations including addition, subtraction, multiplication, and division. Use when the user needs to calculate numbers, perform math operations, or compute arithmetic expressions.

Create a .docx by drafting Markdown first, rendering Mermaid via Kroki, then converting with pandoc (with safe escaping + math support).

Molecular dynamics simulation setup, execution, and trajectory analysis

>

Trade memecoins across 8 chains and earn USDC — $69 bounty per graduation trigger, 0.5% creator fee forever, 50% Uniswap V3 LP fees after graduation. First 100 agents trade FREE for 60 days. Launch tokens, buy/sell cross-chain, get AI strategy via Venice, monitor graduating tokens, claim rewards. 8 chains, 5-25s settlement. Triggers: omni.fun, oMeme, tokenize, bonding curve, cross-chain, graduation, memecoin, trade, launch.

- **Role**: Network Guardian.

Build accurate demand forecasts using multiple methodologies. Combines statistical models with market intelligence for actionable predictions.

Plan, scope, and run agile sprints that actually ship. No ceremony bloat.

Query TVL, protocol statistics, APR rewards, and DEX yield data for the Indigo Protocol.

Analyze rental property investment deals by calculating key metrics including cap rate, cash-on-cash return, DSCR, GRM, and the 1% rule. Use when evaluating a property purchase, comparing deals, running what-if scenarios on price or financing, or when an owner asks whether a deal makes financial sense. Produces a deal verdict and 5-year projection.

Design and simulate adaptive clinical trials with interim analyses,

Calculate Body Mass Index (BMI) and Body Surface Area (BSA) for clinical

Calculate complex buffer recipes with precise measurements for molecular biology and biochemistry applications. Provides accurate mass/volume calculations, pH considerations, and step-by-step preparation instructions.

Process CRISPR screening data to identify essential genes and hit candidates. Performs quality control, statistical analysis (RRA), and hit calling for pooled CRISPR screens including viability screens and drug resistance/sensitivity studies.

Use outlier detection handler for data analysis workflows that need structured execution, explicit assumptions, and clear output boundaries.

Advanced sample size and power calculations for complex study designs including survival analysis, clustered designs, and multiple comparisons.

Access Bank of Japan (BOJ/日本銀行) statistical data — price indices (CGPI, SPPI), flow of funds, balance of payments, BIS statistics, interest rates, money supply, exchange rates. Japan central bank monetary policy data. No API key required.

Search and retrieve Japanese government statistics (人口, GDP, CPI, 貿易, 雇用) from e-Stat API — Japan's official open data portal with 3,000+ statistical tables. Population, economy, trade, employment data. Free API.

Play the classic Rock Paper Scissors Lizard Spock game (popularized by The Big Bang Theory) with an AI opponent. Includes both decorated terminal and interactive GUI modes with score tracking, statistics, and animations.

Manage sourdough starters with feeding schedules, hydration calculations, health tracking, and baking preparation. Use when the user wants to maintain a sourdough starter, plan feedings, calculate ratios, troubleshoot starter problems, or prepare for baking.

Xlink IoT Agent - Query IoT devices and events via Xlink Gateway API. Provides device overview, device list, event instance queries, and alert statistics. Use when managing IoT devices and monitoring events on the XLink IoT platform.

Skill for interacting with the Lean-Claw Arena to prove math theorems using Lean 4.

name: cfo-financial-ops

统计 OpenClaw 的 token 用量。扫描所有 session JSONL 文件，输出 prompt/cache/output token 明细。Use when: user asks about token usage, cost, consumption, how many tokens were used, or token statistics.

Perform unit conversions and calculations using GNU Units.

US economic indicators from the Bureau of Labor Statistics — unemployment, CPI, and employment by industry

Element Market API integration. This skill strictly requires the 'ELEMENT_API_KEY' environment variable to function.

Claims earned rewards from the OpenMath platform. Use when the user wants to query claimable imported/proof rewards or withdraw verified Shentu rewards after a proof has passed verification.

Configures Lean environments, installs external proof skills, runs preflight checks, and guides the workflow for proving downloaded OpenMath Lean theorems locally.

Configures Rocq environments, runs preflight checks, and guides the proving workflow for OpenMath Rocq theorems. Use when the user wants to set up Rocq tooling, prove a downloaded OpenMath theorem in Rocq/Coq, or verify and submit a Rocq proof.

Submits proofs to the OpenMath platform using a two-stage commit-reveal flow. Use when the user wants to commit a proof hash or reveal a Lean/Rocq proof on the Shentu network.

Professional Quantitative Intelligence & DeFi Execution for AI Agents. 10 years of news-price correlation, Enso DeFi super-aggregator (200+ DEXs, 15+ chains), cross-chain bridge (Across Protocol), and Privy TEE-secured wallets.

Trade perpetuals on Pacifica via 36 MCP tools. Market data, account monitoring, order execution, subaccounts, and real-time WebSocket streaming on Solana. Trigger when the user asks about crypto prices, perps, trading, positions, orders, funding rates, or Pacifica. Skip for general knowledge, math, or questions answerable from training data.

Paid advertising knowledge for contractors. Facebook/Instagram ads, Google Ads, audience targeting, budget optimization, and creative strategy. Activates when discussing ads, campaigns, CPL, ROAS, Meta, or Google Ads.

验证码识别与解决 - 本地OCR识别 + 第三方API / CAPTCHA Recognition and Solving - Local OCR + Third-party APIs

>

Business investment analysis and capital allocation advisor. Use when evaluating whether to invest in equipment, real estate, a new business, hiring, technology, or any capital expenditure. Also use for ROI calculations, IRR, NPV, payback period, build vs buy decisions, lease vs buy analysis, vendor evaluation, or deciding where to allocate limited budget for maximum return.

This skill performs correlation analysis between differential methylation and differential gene expression, identifying genes with coordinated epigenetic regulation. It provides preprocessing and integration workflows, using promoter-level methylation–expression relationships.

This skill provides a complete pipeline for integrating CpG methylation data with chromatin features such as ATAC-seq signal, H3K27ac, H3K4me3, or other histone marks/TF signals.

The TF-differential-binding pipeline performs differential transcription factor (TF) binding analysis from ChIP-seq datasets (TF peaks) using the DiffBind package in R. It identifies genomic regions where TF binding intensity significantly differs between experimental conditions (e.g., treatment vs. control, mutant vs. wild-type). Use the TF-differential-binding pipeline when you need to analyze the different function of the same TF across two or more biological conditions, cell types, or treatments using ChIP-seq data or TF binding peaks. This pipeline is ideal for studying regulatory mechanisms that underlie transcriptional differences or epigenetic responses to perturbations.

Conduct Gage R&R studies and validate measurement systems per AIAG MSA manual. Covers variable and attribute studies, acceptance criteria, and calculation methods. USE WHEN user says 'MSA', 'gage R&R', 'GR&R', 'measurement system', 'repeatability', 'reproducibility', 'attribute agreement', or 'ndc'. Integrates with ControlPlan, SPC, and AutomotiveManufacturing skills.

Search academic paper repositories (arXiv, Semantic Scholar) for scholarly articles in physics, mathematics, computer science, quantitative biology, AI/ML, and related fields

Guidance for implementing adaptive rejection sampling (ARS) algorithms for generating random samples from log-concave probability distributions. This skill should be used when tasks involve implementing ARS, rejection sampling, or Monte Carlo methods that require sampling from custom probability distributions, particularly in R or other statistical computing languages.

Probability, moments/tails, Bayes, and statistical learning foundations for systematic trading.

Factor modeling and portfolio construction (Markowitz, Black-Litterman, constraints, turnover).

Tail risk, EVT, regularization, validation guardrails, and common pitfalls.