Annual Operating Plan Agent Skill

Constructs a twelve-month cash path, verifies financial targets against minimum cash buffers, and cascades annual goals into quarterly…

Context cost
3.5k tokensestimated from the bundle, loaded when it triggers
Bundle
6 files · 33.0 kB1 script among them — read before you run
Licence
MITthe author’s own terms
Last change
—no release on file
Servers it uses
Noneruns standalone

What it does

Build an annual operating plan by turning monthly revenue, gross margin, fixed cost, and committed outflow assumptions into a twelve-month cash path, testing whether that arithmetic reaches user-supplied revenue, gross-profit, and ending-cash targets, and cascading the result into quarterly checkpoints with explicit revision triggers. Use when setting or revising the annual frame that quarterly allocation and monthly reviews operate inside; do not use it as a weekly cash forecast, an investment ranking, a statutory budget, or a prediction that a target will be achieved.

What this skill changes about the agent has not been set out here as a list. Its SKILL.md, shown below, says it in the author’s own words.

productivity

The skill itself

A skill is instructions the model reads, so you can see what you are getting: below is the start of its SKILL.md. The front matter loads with every session, the body loads when the skill triggers, and the whole file comes with the install.

SKILL.md3.7 kB · preview
--- name: annual-operating-plan license: MIT metadata: author: ficilcom ---
9# 年次事業計画
10
1112ヶ月の売上、粗利率、固定費、確定支出から現金経路を組み、利用者が置いた年次目標へ算術で届くかと、最低現金バッファを守れるかを別々に示す。四半期チェックポイントと改訂トリガまで落とす。目標の達成可能性を判定するものではなく、資金繰り表でも投資候補の比較でもない。
12
13## 進め方
14
151. 最初に [インテークと方法](references/intake-and-method.md) を読み、会計年度、通貨、期首現金、最低バッファ、収益ストリーム、固定費、確定支出、年次目標を確認する。
162. 12ヶ月の連番、単一通貨、発生ベースの売上に揃える。事実を confirmed、reported、estimated、unknown に分け、未決定の数値をゼロで埋めない。
173. 粗利率はストリームごとに置く。過去実績があるなら同じ形へ並べ、計画が実績から跳ねている分の根拠を確認する。根拠が言えない売上は estimated にする。
184. [計算モデル](references/calculation-model.md) に従いスキル外へ匿名化JSONを作り、スキルのルートで python3 scripts/build_annual_plan.py <input.json> を実行する。シナリオと四半期チェックポイントを見る場合は analysis_mode を advanced にする。
195. 目標到達(算術)とバッファ割れ月を別々に確認する。届かない場合は [四半期カスケードと改訂トリガ](references/cascade-and-revision.md) に従い、売上、粗利率、固定費のどれで埋めるのかを分けて置く。
206. [報告書形式](references/report-format.md) で、前提、月次・四半期、シナリオ、チェックポイントと改訂トリガ、不足の埋め方を示す。各チェックポイントに判断者と判断期限を置く。
21
22## 判断上の制約
23
24- 目標へ届く算術が組めたことを達成可能とみなさない。需要、提供能力、実行体制は別のゲートとして扱う。
25- 年次目標をそのまま四半期へ4分割しない。季節性と獲得リードタイムを反映した後の値だけを閾値にする。
26- 不明月は現金経路を打ち切り、その先を推定値で延長しない。打ち切り位置と、確定させる方法・期限を報告する。
27- 週次の資金繰りは cash-runway-planner、投資候補の順位付けは quarterly-capital-allocation、月次の差異分解は monthly-budget-variance-review へ渡し、本スキルで代替しない。
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md146 words
Files6
LicenceMIT
Why you can read it

Nothing in a skill executes. The client loads the text and the model follows it, so a skill can be audited the way a runbook is — by reading it.

What it costs in context

Skills are not billed by the call. They are paid for in context: every token the instructions occupy is a token your code, your diff and your conversation cannot use. Here is what this one takes and when it takes it.

≈170
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
3,330
on trigger
The instruction body and 5 supporting files, read only when the skill fires.
1.8%
of a 200k window
Ten skills this size would take about 18% of the window before you open a file.
050k100k150k200k context window

3.5k tokens, estimated from the bundle at four bytes to the token, held for the rest of the session once it triggers. Middling. Fine to keep on in a project where you use it weekly, worth unloading in one where you never do.

Servers bill, skills cost

A server charges by the month. A skill charges once per session, in context, and then keeps charging it for as long as the session lives.

Before and after

The same question, put to the same model twice: once as it comes, and once with these instructions loaded.

No worked example has been published for this skill yet.

The procedure it runs

The procedure has not been set out here step by step. It is in the body of its SKILL.md: the start of it is shown above, and the whole file comes with the install.

Prose, not code

These steps are written for a model to follow, not executed by a runtime. It can still be told to skip one, and it will say so when it does.

Servers it uses

None. This skill calls no MCP servers at all.

Everything it needs is in the instructions, so it works in a project with nothing connected — the model reads the file and changes how it works with what it can already reach.

Its SKILL.md does not declare which tools it asks the agent for, so what it touches is whatever the instructions themselves ask for — read them before you install it.

What it asks for
Writes filesnot declared
Network accessnot declared

This SKILL.md carries no allowed-tools line, so neither is declared. A skill grants no permissions of its own — it can only ask for tools your client already has.

What it will not do

Every skill is narrow, and the useful ones say where they stop. These are the jobs this one is the wrong tool for.

What this skill is not for has not been published here. Nothing is implied by that: it is a section the author has not filled in.

What is in the bundle

6 files, 33.0 kB on disk. Mostly text — the instructions the model reads — with 1 script in it that your client would run only if the instructions tell it to.

  • SKILL.md3.7 kB
  • references/calculation-model.md3.4 kB
  • references/cascade-and-revision.md2.4 kB
  • references/intake-and-method.md2.7 kB
  • references/report-format.md1.8 kB
  • scripts/build_annual_plan.py19.0 kB
What is not in it

A skill installs nothing and depends on nothing: it is a folder your client reads. This one carries 1 script beside the text, so the bundle is 6 files you can review in full before installing. The MIT licence covers the templates and examples as well as the instructions.

Install

Installing copies the bundle into your project. Nothing runs at install time — the files sit on disk until the model reads them.

# Annual Operating Plan · 3.5k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/annual-operating-plan/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/annual-operating-plan" ] && { [ ! -e .claude/skills/annual-operating-plan ] || { mv .claude/skills/annual-operating-plan "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/annual-operating-plan" .claude/skills/ && echo "Installed .claude/skills/annual-operating-plan"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add ficilcom/annual-operating-plan

Windows PowerShell says 'running scripts is disabled on this system'? Run Set-ExecutionPolicy -Scope CurrentUser RemoteSigned once, or type npx.cmd instead of npx (codex.cmd, gemini.cmd, grok.cmd likewise). PowerShell 7 needs neither. Writes to .claude/skills/annual-operating-plan/ in the current project. For every project instead, run mkdir -p ~/.claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/annual-operating-plan/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/annual-operating-plan" ] && { [ ! -e ~/.claude/skills/annual-operating-plan ] || { mv ~/.claude/skills/annual-operating-plan "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/annual-operating-plan" ~/.claude/skills/ && echo "Installed ~/.claude/skills/annual-operating-plan" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/annual-operating-plan/ only after the download succeeds, so files left there by another skill of the same name, or by an older release, do not mix in. A copy already there is moved aside, not deleted, and the line prints where.

Which clients pick it up on their own

A skill is a folder of text. Most of these read a skills folder and pick it up without being told; the rest take the same folder another way — an upload in the app, a parameter on an API call — and then choose it by its description just the same.

Claude Code.claude/skills/
Claude DesktopCustomize › Skills
ChatGPTSkills › Create › Upload
Cursor.cursor/skills/
VS Code.github/skills/
Codex CLI.agents/skills/
Gemini CLI.gemini/skills/
Grok Build.grok/skills/
Microsoft CopilotSkills › Upload a skill
PerplexityComputer › Skills › Upload a skill
DeepSeek Harness.dsh/skills/
Zed.agents/skills/
Devin Desktop.devin/skills/
Windsurf (legacy).windsurf/skills/
OpenAI Agents SDKInstructions or sandbox Skills
HTTP / APIa request parameter
This release
Versionnot versioned
Publishedno release date on file
PriceFree
Referenceficilcom/annual-operating-plan

Versions

Its author publishes no version number, so there is nothing here to pin to: what you install is the folder as it stands today. Instructions change more often than APIs do — a skill can be rewritten entirely without anything it depends on moving.

Pinning

Nothing to pin to: this skill carries no version number of its own. What you install is what the folder holds on the day you install it.

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