agency-os Agent Skill

Notion-as-source-of-truth dispatch board for running your work like an AI agency.

Context cost
17k tokensestimated from the bundle, loaded when it triggers
Bundle
11 files · 77.1 kB1 script among them — read before you run
Licence
MITthe author’s own terms
Last change
—v0.2.0
Servers it uses
Noneruns standalone

What it does

Notion-as-source-of-truth dispatch board for running your work like an AI agency. One Tasks database is the source of truth; tasks flow Suggestion through Discussion, To-Do, In Progress, and Done with subtasks, recurring cadences, dependencies, and template subtrees. Batch execution fans approved To-Do rows out to parallel agents with per-task model selection. Use when capturing chat to Notion, running the To-Do queue, suggesting, approving, or discussing tasks, or coordinating multi-task batches.

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.

ai-agencydispatchmcpnotionorchestrationparallel-executionproductivity

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.md7.6 kB · preview
--- name: agency-os allowed-tools: Read, Write, Edit, Bash(python3:*), Bash(npx:*), Glob, Grep version: 0.2.0 author: ratamaha-git <ratamaha@automatelab.tech> license: MIT compatibility: Designed for Claude Code; requires the Notion MCP server (@notionhq/notion-mcp-server) and a Notion workspace with a Tasks database tags: [ai-agency, notion, orchestration, mcp, dispatch, parallel-execution] ---
21# agency-os
22
23Notion-as-source-of-truth dispatch board. One Tasks database, one Hub page, one
24page per Corpus, one page each for General Guidance and Resources. The skill
25mutates Notion via the Notion MCP (mcp__*__notion-* tools); only
26references/notion-pointers.json is committed to git.
27
28**Skill name decision:** the skill is named agency-os (matching the repo). All
29commands are /agency-os <cmd>. This is the single plugin entry point; there
30is no agency-os/notion sub-namespace. If you embed this plugin alongside
31others, prefix commands with agency-os to avoid collisions.
32
33## Overview
34
35agency-os turns a single Notion database into a multi-status dispatch board for
36AI work. The model is intentionally narrow:
37
38- **One Tasks database** is the source of truth for status, priority, model
39 selection, and ownership. No parallel kanban tools.
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md989 words
Files11
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.

≈270
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
16,705
on trigger
The instruction body and 10 supporting files, read only when the skill fires.
8.5%
of a 200k window
Ten skills this size would take about 85% of the window before you open a file.
050k100k150k200k context window

17k tokens, estimated from the bundle at four bytes to the token, held for the rest of the session once it triggers. Heavy. Teams tend to install this one per project rather than globally, and load it only when the job comes up.

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.

It asks the agent to write files, using whatever file access your client already has. Whether it reaches the network is not declared.

What it asks for
Writes filesyes
Network accessnot declared

Read from the allowed-tools line of this skill’s own SKILL.md. It also asks for Bash, which could do either, so what is not named there is not ruled out. 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

11 files, 77.1 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. 1 file of its source is not in the download — listed after these, with why.

  • SKILL.md7.6 kB
  • references/architecture.md16.6 kB
  • references/commands.md27.7 kB
  • references/config-template.json0.5 kB
  • references/corpus-template.md0.8 kB
  • references/general-guidance.md4.4 kB
  • references/natural-language.md4.0 kB
  • references/notion-pointers.json3.0 kB
  • references/positioning.md1.7 kB
  • references/task-page-template.md1.6 kB
  • scripts/query-tasks.py9.2 kB

Not in the download

Not carried is a type a skill download does not hold. Take it from its source.

  • state/.gitkeepnot carried
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 download is 11 files — not the whole of its source: 1 file is left out. It is listed under the files, with why. 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.

# agency-os · 17k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/agency-os/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/agency-os" ] && { [ ! -e .claude/skills/agency-os ] || { mv .claude/skills/agency-os "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/agency-os" .claude/skills/ && echo "Installed .claude/skills/agency-os"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add jeremylongshore/agency-os

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/agency-os/ 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/agency-os/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/agency-os" ] && { [ ! -e ~/.claude/skills/agency-os ] || { mv ~/.claude/skills/agency-os "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/agency-os" ~/.claude/skills/ && echo "Installed ~/.claude/skills/agency-os" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/agency-os/ 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. Not in this download: 1 file of its source (which one, and why). Take it from its source.

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
Version0.2.0
Publishedno release date on file
PriceFree
Referencejeremylongshore/agency-os

Versions

v0.2.0 is what is on the shelf; no release here carries a date. Instructions change more often than APIs do — a skill can be rewritten entirely without anything it depends on moving.

v0.2.0
  • No earlier releases have been published to the marketplace.
Pinning

The install command always fetches the release that is current the day you run it — v0.2.0 today — and cannot ask for an earlier one. The copy on your disk does not change until you run it again.

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