Agent skill

Memstack Business Financial Model

by cwinvestments in cwinvestments/memstack

A skill your agent uses when the user says 'financial model', 'projections', 'revenue forecast', 'unit economics', 'break-even', 'cash flow', or mentions MRR, churn, CAC, LTV, or runway.

ProprietaryAuto-check passedBusiness, Finance & HR

Install Memstack Business Financial Model

skills CLI
$ npx skills add cwinvestments/memstack --skill memstack-business-financial-model -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install cwinvestments/memstack memstack-business-financial-model --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/cwinvestments/memstack.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/business/financial-model .claude/skills/memstack-business-financial-model && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
memstack-business-financial-model
GitHub stars
423
Token cost
~2.2k tokens
SKILL.md length
708 words
Files
1
Skills in repo
87
Repo updated
First seen
Licence
Proprietary

At a glance

A skill your agent uses when the user says 'financial model', 'projections', 'revenue forecast', 'unit economics', 'break-even', 'cash flow', or mentions MRR, churn, CAC, LTV, or runway.

  • Works in 7 steps: Gather Business Data → Revenue Model → Unit Economics → …
  • The user says financial model
  • SKILL.md covers Activation, Context Guard, Common Mistakes and Protocol, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Memstack Business Financial Model is an agent skill from cwinvestments/memstack. Use this skill when the user says 'financial model', 'projections', 'revenue forecast', 'unit economics', 'break-even', 'cash flow', or mentions MRR, churn, CAC, LTV, or runway. Builds monthly projections with scenario modeling. Do NOT use for pricing strategy or invoice generation.

Its SKILL.md is about 2.2k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Business, Finance & HR, covering Financial modeling. The repository describes itself as: Structured skill framework for Claude Code. 130 skills, persistent memory, TokenStack compression, localhost dashboard with 3-agent runner, real-time streaming, MCP tools.

When your agent uses it

  • The user says financial model
  • Revenue forecast
  • Pricing strategy
  • Invoice generation

Example prompts

  • “financial model”
  • “projections”
  • “revenue forecast”
  • “/memstack-business-financial-model”

Workflow steps

7 steps, taken from the step headings in SKILL.md.

  1. Gather Business Data
  2. Revenue Model
  3. Unit Economics
  4. Expense Forecast
  5. Break-Even Analysis
  6. Scenario Modeling
  7. Cash Flow Summary

What it can do on your machine

Read from SKILL.md and the folder at commit 00370ce. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Memstack Business Financial Model loads about 2.2k tokens when it runs. Until then it costs about 79 tokens; SKILL.md has 708 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~79
When it runs · the whole SKILL.md, loaded when a task matches
~2.2k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Its licence (Proprietary) doesn't allow us to republish the file, so here is its outline and opening line. It has 708 words (~2,200 tokens).

“Builds monthly revenue projections, expense forecasts, unit economics (CAC, LTV, payback), break-even analysis, cash flow tracking, and scenario modeling (best/base/worst).”

— opening of SKILL.md by cwinvestments, Proprietary
name
memstack-business-financial-model
version
1.0.0
license
Proprietary, MemStack™ Pro by CW Affiliate Investments LLC. See LICENSE.txt

Read the full SKILL.md on GitHub

Files

Just SKILL.md in skills/business/financial-model of cwinvestments/memstack.

Open the folder on GitHubat commit 00370ce

Compare with similar skills

Memstack Business Financial Model next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Memstack Business Financial Model compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Memstack Business Financial Model this skillcwinvestments/memstack423—~2.2kAutomated safety check: PassProprietary
Creating Financial ModelsChen-zexi/open-ptc-agent7293 repos~1.3kAutomated safety check: PassMIT
Equity ResearchrollingSirius/equity-research-skill453—~1.5kAutomated safety check: PassMIT
SaaS Metrics Coachrongxinzy/RongxinAI1542 repos~1.3kAutomated safety check: PassMIT
Startup Financial Modelingnicepkg/auto-company19511 repos~2.8kAutomated safety check: PassNone
Stock Value AnalyzerFunnyKun/stock-value-analyzer141—~3.3kAutomated safety check: PassNone

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Questions about Memstack Business Financial Model

What does Memstack Business Financial Model do?

A skill your agent uses when the user says 'financial model', 'projections', 'revenue forecast', 'unit economics', 'break-even', 'cash flow', or mentions MRR, churn, CAC, LTV, or runway. Memstack Business Financial Model is an agent skill from cwinvestments/memstack. Use this skill when the user says 'financial model', 'projections', 'revenue forecast', 'unit economics', 'break-even', 'cash flow', or mentions MRR, churn, CAC, LTV, or runway.

When should I use Memstack Business Financial Model?

Memstack Business Financial Model fits situations like: the user says financial model; revenue forecast; pricing strategy; invoice generation.

How do I install Memstack Business Financial Model in Claude Code?

Run `npx skills add cwinvestments/memstack --skill memstack-business-financial-model -a claude-code`. Or copy the skill folder (skills/business/financial-model in cwinvestments/memstack) into .claude/skills/memstack-business-financial-model in your project. Claude Code loads it when a task matches its description.

How do I install Memstack Business Financial Model in Codex?

Run `npx skills add cwinvestments/memstack --skill memstack-business-financial-model -a codex`. Or copy the skill folder (skills/business/financial-model in cwinvestments/memstack) into .agents/skills/memstack-business-financial-model in your project. Codex loads it when a task matches its description.

Can I use Memstack Business Financial Model in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add cwinvestments/memstack --skill memstack-business-financial-model -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/memstack-business-financial-model, .gemini/skills/memstack-business-financial-model, .github/skills/memstack-business-financial-model and .opencode/skills/memstack-business-financial-model in your project.

What does Memstack Business Financial Model need to run?

SKILL.md names no scripts, command-line tools or credentials: Memstack Business Financial Model is instructions for the agent only.

Does Memstack Business Financial Model access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Memstack Business Financial Model safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Memstack Business Financial Model use?

Memstack Business Financial Model carries a proprietary licence (declared in SKILL.md). It is published on GitHub, but it is not open source: read the licence file before using or sharing it.

How many tokens does Memstack Business Financial Model use?

About 2.2k tokens (SKILL.md is roughly 8.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Memstack Business Financial Model?

Skills that share tags, products or a category with Memstack Business Financial Model: Creating Financial Models (Chen-zexi/open-ptc-agent, 729 stars), Equity Research (rollingSirius/equity-research-skill, 453 stars), SaaS Metrics Coach (rongxinzy/RongxinAI, 154 stars) and Startup Financial Modeling (nicepkg/auto-company, 195 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Memstack Business Financial Model?

cwinvestments (a GitHub user) maintains it in cwinvestments/memstack, which has 423 GitHub stars. The repository holds 87 skills in this directory. The repository was last updated on September 26, 2026.

Source: cwinvestments/memstack on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.