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

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.

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.

name: cfo-financial-ops

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

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.

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.

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.

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

Audits security and supply-chain risk between two git refs, 预发布安全审计

Achieve comprehensive baseline (V_meta ≥0.40) in iteration 0 to enable rapid convergence. Use when planning iteration 0 time allocation, domain has established practices to reference, rich historical data exists for immediate quantification, or targeting 3-4 iteration convergence. Provides 4 quality levels (minimal/basic/comprehensive/exceptional), component-by-component V_meta calculation guide, and 3 strategies for comprehensive baseline (leverage prior art, quantify baseline, domain universality analysis). 40-50% iteration reduction when V_meta(s₀) ≥0.40 vs <0.20. Spend 3-4 extra hours in iteration 0, save 3-6 hours overall.

Document leftover tasks as GitHub issues with full correlation to branch, PR, and original work plan. Use when ending a session with incomplete work that another agent should pick up.

Analyzes physicochemical properties of CDR3 amino acid sequences to understand biochemical characteristics of T-cell receptor repertoires. Performs regression analysis between two cell groups at different CDR3 lengths for each physicochemical feature (hydrophobicity, volume, isoelectric point, etc.).

Validates error handling follows AppResult/AppError pattern, detects anyhow regression, ensures ErrorCode usage

Validates database access follows repository pattern, detects god-trait regression, ensures focused repositories

computed-columns

Construction cost estimation, project budgeting, material takeoffs, and bid preparation for contractors and builders

copilot-agent

Pure function patterns, Zod schemas, database independence, calculation functions for @repo/core

Expert in lease defaults and landlord remedies. Use when analyzing default scenarios, calculating cure periods, assessing damages, or drafting default notices. Key terms include monetary default, non-monetary default, cure period, notice to cure, lease termination, re-entry, damages, acceleration of rent, unamortized TI clawback

Scan and catalog document collections with metadata extraction, categorization, and statistics. Use for auditing document libraries, preparing for knowledge base creation, or understanding large file collections.

Enforce a Divergent-Convergent Scan loop to overcome 'Prevalent Noun Bias' and statistical probability reflexes (System 1).

Use when theoretical calculations need experimental validation, protocols must be designed with clear hypotheses and success criteria, or resource requirements (equipment, materials, expertise) must be estimated for proposed experiments

Analyze git repository changes, branch differences, and commit history. Use when analyzing branches, comparing changes, examining commit history, or preparing for PR/commit operations.

DAG and potential outcomes frameworks for causal mediation identification

Team capacity = (# engineers) × (days in sprint) × (focus factor 0.6-0.8)

Billing Automation workflow skill. Use this skill when the user needs Master automated billing systems including recurring billing, invoice generation, dunning management, proration, and tax calculation and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Billing Automation workflow skill. Use this skill when the user needs Master automated billing systems including recurring billing, invoice generation, dunning management, proration, and tax calculation and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

data-scientist workflow skill. Use this skill when the user needs Expert data scientist for advanced analytics, machine learning, and statistical modeling. Handles complex data analysis, predictive modeling, and business intelligence and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

data-scientist workflow skill. Use this skill when the user needs Expert data scientist for advanced analytics, machine learning, and statistical modeling. Handles complex data analysis, predictive modeling, and business intelligence and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Progressive Estimation workflow skill. Use this skill when the user needs Estimate AI-assisted and hybrid human+agent development work with research-backed PERT statistics and calibration feedback loops and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Risk Metrics Calculation workflow skill. Use this skill when the user needs 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 and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Scikit-learn workflow skill. Use this skill when the user needs Machine learning in Python with scikit-learn. Use for classification, regression, clustering, model evaluation, and ML pipelines and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

seo-content-refresher workflow skill. Use this skill when the user needs Identifies outdated elements in provided content and suggests updates to maintain freshness. Finds statistics, dates, and examples that need updating. Use PROACTIVELY for older content and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

\u76ae\u80a4\u5065\u5eb7\u5206\u6790\u6280\u80fd workflow skill. Use this skill when the user needs Analyze skin health data, identify skin problem patterns, assess skin health status. Supports correlation analysis with nutrition, chronic diseases, and medication data and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Statsmodels: Statistical Modeling and Econometrics workflow skill. Use this skill when the user needs Statsmodels is Python's premier library for statistical modeling, providing tools for estimation, inference, and diagnostics across a wide range of statistical methods and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

SymPy - Symbolic Mathematics in Python workflow skill. Use this skill when the user needs SymPy is a Python library for symbolic mathematics that enables exact computation using mathematical symbols rather than numerical approximations and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Ecosystem self-evolution orchestrator. Detects project lifecycle phases, evaluates agent relevance, synthesizes cross-agent knowledge, and proposes evolution actions. Use when ecosystem health checks, fitness scoring, or evolution proposals are needed.

Calculate the ROI of AI automation for your business

IMO-style verification-and-refinement loop. Iteratively verifies a proof via the external LLM, extracts structured bug reports, applies fixes, and requires 5 consecutive passes for acceptance.

Add phase to end of current milestone in roadmap