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Cost Accounting

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cbrock84
cost-accounting

Establishes what something actually costs — fixed, variable and mixed cost behavior, absorption versus variable costing, job-order, process and activity-based methods, breakeven and operating leverage, and price/volume/mix decomposition. Use this to set a price floor, explain why revenue or margin moved, decide make versus buy, judge whether a product line earns its place, or work out how an allocation basis is distorting a reported margin.

Overview

Publishercbrock84
Repositoryheadcount
Skill namecost-accounting
Stars
1.6K
Forks
237
Bundled files
1
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 1 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by cbrock84 on GitHub. Read the source before you install it.

Installation

Install the Cost Accounting AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/cbrock84/headcount.git /tmp/headcount
mkdir -p .claude/skills
cp -r /tmp/headcount/plugins/finance/skills/cost-accounting .claude/skills/cost-accounting
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Cost Accounting in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Cost Accounting on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Cost Accounting is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Cost accounting

Most bad pricing decisions, bad product-line decisions, and bad margin arguments come from the same place: nobody agrees what the thing costs.

Classify cost behavior before you allocate anything

  • Fixed costs do not move with volume — within a relevant range. Outside that range they step, and the step is usually large: another shift, another facility, another tier of licensing.
  • Variable costs move with each unit: materials, payment processing, per-unit fulfillment, usage-based infrastructure.
  • Mixed costs have both, and most real accounts are mixed. Split them with high-low or a regression on historical volume rather than guessing the proportion.

The split is not academic. Variable cost sets the floor for one more incremental order. Fully loaded cost sets the floor for the business as a whole. Confusing the two is how companies price themselves into volume that loses money.

Know which costing basis you are looking at

Absorption costing puts fixed production overhead into inventory and releases it when the unit sells. Variable costing expenses that overhead as incurred.

Absorption is what external reporting requires. Variable is what decisions want. The consequence worth carrying: under absorption, producing more than you sell moves fixed cost onto the balance sheet and raises reported profit without a single additional sale. When margin improves and inventory grows in the same period, check whether that is what happened.

Match the costing method to how the work actually runs

  • Job-order — distinct, identifiable jobs. Construction, custom manufacture, print runs, agency engagements. Cost accumulates per job.
  • Process — continuous, homogeneous output. Chemicals, food, high-volume components. Cost accumulates per period and divides across equivalent units.
  • Activity-based — worth the overhead when indirect cost is large and consumed unevenly. Its value is rarely precision; it is discovering that a low-volume product consumes a disproportionate share of support, setup, or handling.

Choose an allocation driver that causes the cost. Allocating overhead on revenue is not costing, it is redistribution — it guarantees the largest product looks worst and tells you nothing.

Breakeven, margin of safety, and operating leverage

Contribution margin is revenue less variable cost. Breakeven volume is fixed cost divided by contribution per unit; margin of safety is how far current volume sits above it.

Operating leverage follows from the mix: a high fixed-cost structure amplifies profit on the way up and losses on the way down. It is a deliberate choice about how much volatility the business can absorb, and it should be made deliberately rather than accumulated.

Decompose price, volume and mix

Revenue moved for three reasons and you cannot manage any of them until they are separated.

  • Price — the change in realized price applied at actual volume.
  • Volume — the change in units applied at the original price.
  • Mix — the shift in what sold, toward or away from higher-margin items.

This is the single most useful technique here and the one most often skipped. Without it, a mix shift toward an expensive product gets reported as a pricing win, and a discount gets buried under volume growth.

Sources

references/sources.md in this skill lists the outside authorities that settle the questions here — what each one is authoritative for, and what you may do with it. Check them before answering on anything they cover, and cite what you used. Most are free to read and not free to reproduce; the use note on each is binding.

Never

  • Allocate overhead on revenue and present the result as a product margin.
  • Quote a long-term price off variable cost. It covers the incremental order and nothing else.
  • Compare absorbed unit cost across periods without checking whether production volume changed.
  • Attribute a revenue change to price without separating volume and mix.

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Cost Accounting AI skill do?

Establishes what something actually costs — fixed, variable and mixed cost behavior, absorption versus variable costing, job-order, process and activity-based methods, breakeven and operating leverage, and price/volume/mix decomposition. Use this to set a price floor, explain why revenue or margin moved, decide make versus buy, judge whether a product line earns its place, or work out how an allocation basis is distorting a reported margin.

Why use Cost Accounting on TypingMind?

Because you install it once and use it with any model. Cost Accounting is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Cost Accounting in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/cbrock84/headcount/tree/main/plugins/finance/skills/cost-accounting. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Cost Accounting?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Cost Accounting?

As many as you like. As long as a model supports skills, you can use Cost Accounting with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Cost Accounting AI skill free?

Yes. It is published on GitHub by cbrock84 under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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