Size and structure an emergency fund based on individual circumstances, income stability, and expense profile. Use when the user asks about emergency fund sizing, how many months of expenses to save, where to keep emergency savings, or tiered fund structures. Also trigger when users mention 'rainy day fund', 'how much cash should I keep', 'high-yield savings account', 'money market fund', 'freelancer cash reserve', 'variable income buffer', or ask what counts as an emergency expense.
npx skills add https://github.com/JoelLewis/finance_skills --skill emergency-fund
The emergency fund should cover non-discretionary spending only:
Monthly essential expenses multiplied by the desired months of coverage:
After-tax monthly income multiplied by months of coverage:
For commission-based, freelance, seasonal, or gig workers:
Structure the fund across tiers for optimal balance of access and yield:
| Vehicle | Yield | Liquidity | FDIC/SIPC | Best For |
|---------|-------|-----------|-----------|----------|
| Checking account | Very low | Instant | FDIC | Tier 1 (1 month) |
| HYSA | Moderate | 1-2 days | FDIC | Tier 2 (core fund) |
| Money market fund | Moderate | 1-2 days | SIPC | Tier 2 (core fund) |
| T-bills (4-week) | Moderate-high | At maturity | Full faith & credit | Tier 2/3 (ladder) |
| CD (3-12 month) | Moderate-high | At maturity (penalty) | FDIC | Tier 3 (ladder) |
| I-bonds | Inflation-linked | After 12 months | Full faith & credit | Tier 3 (long-term) |
| Short-term bond fund | Variable | 1-3 days | SIPC | Tier 3 (flexible) |
Holding cash has a real cost — the difference between what the cash earns and what it could earn if invested:
Appropriate uses:
NOT appropriate uses:
After using the emergency fund:
| Formula | Expression | Use Case |
|---------|-----------|----------|
| Expense-based fund | Monthly essentials × months of coverage | Core sizing calculation |
| Income-based fund | After-tax monthly income × months of coverage | Upper bound estimate |
| Opportunity cost | Fund balance × (investment return - cash return) | Cost of holding cash |
| Replenishment timeline | Fund shortfall / monthly replenishment amount | Months to rebuild |
| Variable income buffer | Avg monthly income - base budget | Surplus for smoothing |
Given: Married couple, both employed in stable jobs. Monthly essential expenses: $4,500 (housing $1,800, food $600, insurance $400, utilities $300, transportation $500, debt minimums $400, healthcare $200, other essentials $300).
Calculate: Recommended emergency fund size.
Solution:
Given: Target emergency fund of $27,000 (6 months × $4,500/month) for a single-income household.
Calculate: Optimal tiered allocation.
Solution:
uv run scripts/emergency_fund.py # run the demo (uses PEP 723 inline deps)
uv run scripts/emergency_fund.py --verify # check demo outputs against the worked examples (exit 1 on mismatch)
python3 scripts/emergency_fund.py # alternative (requires: pip install numpy)
The demo prints the calculations covered above; its values match the worked examples in this skill. Run --help for a list of the classes and functions. For programmatic use, import the module rather than running it — the demo only executes under python emergency_fund.py.
Integration with protocols.io API for managing scientific protocols. This skill should be used when working with protocols.io to search, create, update, or publish protocols; manage protocol steps and materials; handle discussions and comments; organize workspaces; upload and manage files; or integrate protocols.io functionality into workflows. Applicable for protocol discovery, collaborative protocol development, experiment tracking, lab protocol management, and scientific documentation.
Analyzes job descriptions and generates tailored resumes that highlight relevant experience, skills, and achievements to maximize interview chances
Generate Excalidraw diagrams from natural language descriptions. Use when asked to "create a diagram", "make a flowchart", "visualize a process", "draw a system architecture", "create a mind map", or "generate an Excalidraw file". Supports flowcharts, relationship diagrams, mind maps, and system architecture diagrams. Outputs .excalidraw JSON files that can be opened directly in Excalidraw.
Build and distribute Expo development clients locally or via TestFlight
Use when you have a written implementation plan to execute in a separate session with review checkpoints
Data structure for annotated matrices in single-cell analysis. Use when working with .h5ad files or integrating with the scverse ecosystem. This is the data format skill—for analysis workflows use scanpy; for probabilistic models use scvi-tools; for population-scale queries use cellxgene-census.
Benchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API, build Benchling Apps, query Data Warehouse, for lab data management automation.
Comprehensive molecular biology toolkit. Use for sequence manipulation, file parsing (FASTA/GenBank/PDB), phylogenetics, and programmatic NCBI/PubMed access (Bio.Entrez). Best for batch processing, custom bioinformatics pipelines, BLAST automation. For quick lookups use gget; for multi-service integration use bioservices.
Take joellewis/emergency-fund from the repository into ~/.claude/skills for personal
use, or into .claude/skills inside a project.
The agent identifies a skill by the name field in its header. Two skills with the
same name cannot sit side by side — one of them will be ignored.
The instructions reference pip.
Without those the skill loads but fails at the first command.