Capacity & Backlog Planner Agent Skill

Reconciles committed workloads, backlogs, and qualified demand against team capacity to guide disciplined hiring, outsourcing, and…

Context cost
1.1k tokensestimated from the bundle, loaded when it triggers
Bundle
5 files · 20.6 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

Reconcile committed work, backlog, qualified demand, due periods, and delivery capacity when a founder must decide whether to accept, defer, outsource, add overtime, or hire without breaking existing commitments. Do not use to change customer dates or procure capacity automatically.

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.md2.3 kB · preview
--- name: capacity-and-backlog-plan license: MIT metadata: author: ficilcom ---
9# 能力・バックログ計画
10
11確定仕事、バックログ、適格見込みを分け、いつ履行能力が不足するかと、介入案が不足を解消するかを確認する。
12
13## 進め方
14
151. [インテークと方法](references/intake-and-method.md) を読み、期間単位、判断期間、提供時間、外部能力、仕事ID、期限、必要時間、コミット区分を揃える。
162. 能力・需要・貢献を confirmed、reported、estimated、unknown に分類する。不明な稼働率や工数をゼロにしない。
173. coreでは履行需要と潜在需要の不足を分ける。残業、外注、採用、再配列の介入案と需要・能力シナリオを比べる場合はadvancedを使う。
184. [計算モデル](references/calculation-model.md) に従いスキル外へJSONを作り、python3 scripts/analyze_capacity_backlog.py <input.json> を実行する。
195. エラーは入力で訂正する。見込み案件を100%の契約需要へ変えず、手戻り、休暇、立上り時間を推測で埋めない。
206. [報告書形式](references/report-format.md) に従い、最初の不足期間、危険な仕事、受注ゲート、介入効果、反証、停止条件を示す。
21
22## 判断上の制約
23
24- committed、backlog、qualified を別表示し、潜在需要で既存の履行不足を隠さない。
25- 時間当たり貢献順位で、契約、期限、品質、顧客関係、人の安全を上書きしない。
26- 介入による追加能力と費用は利用者入力であり、採用の生産性や外注品質を保証しない。
27- 能力不足がある場合は、追加受注の前に既存コミットへの影響と停止条件を確認する。
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md89 words
Files5
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.

≈90
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
1,035
on trigger
The instruction body and 4 supporting files, read only when the skill fires.
0.56%
of a 200k window
Ten skills this size would take about 6% of the window before you open a file.
050k100k150k200k context window

1.1k tokens, estimated from the bundle at four bytes to the token, held for the rest of the session once it triggers. Small enough to keep loaded permanently without thinking about it.

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

5 files, 20.6 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.md2.3 kB
  • references/calculation-model.md0.7 kB
  • references/intake-and-method.md0.8 kB
  • references/report-format.md0.7 kB
  • scripts/analyze_capacity_backlog.py16.1 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 5 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.

# Capacity & Backlog Planner · 1.1k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/capacity-backlog-planner/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/capacity-backlog-planner" ] && { [ ! -e .claude/skills/capacity-backlog-planner ] || { mv .claude/skills/capacity-backlog-planner "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/capacity-backlog-planner" .claude/skills/ && echo "Installed .claude/skills/capacity-backlog-planner"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add ficilcom/capacity-backlog-planner

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/capacity-backlog-planner/ 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/capacity-backlog-planner/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/capacity-backlog-planner" ] && { [ ! -e ~/.claude/skills/capacity-backlog-planner ] || { mv ~/.claude/skills/capacity-backlog-planner "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/capacity-backlog-planner" ~/.claude/skills/ && echo "Installed ~/.claude/skills/capacity-backlog-planner" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/capacity-backlog-planner/ 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. It appears as capacity-and-backlog-plan in Gemini CLI, Codex, Copilot and Grok (its own name); Claude Code lists it by the folder name, capacity-backlog-planner.

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/capacity-backlog-planner

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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