Unmatched workflow Agent Skill

Design a rigorous, auditable playbook when no narrower skill fits: a large migration, multi-part change, or work a human will review after…

Context cost
600 tokensestimated from the bundle, loaded when it triggers
Bundle
1 file · 2.4 kBtext throughout, nothing executable
Licence
MITthe author’s own terms
Last change
—v1.3.0
Servers it uses
Noneruns standalone

What it does

Design a rigorous, auditable playbook when no narrower skill fits: a large migration, multi-part change, or work a human will review after stepping away. Apply when no playbook matches, the work is a migration, or they will be gone while the work runs. Use inception when the deliverable is the plan. Use deep-deliberation to choose among options without implementing. Use kit-workflows for a known bug-fix, feature, or refactor. Use blinded-eval to prove a skill change.

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.

hypothesismigrationplaybookproductivity

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.md2.4 kB · preview
--- name: unmatched-workflow user-invocable: true disable-model-invocation: true version: "1.3.0" author: "Ali Farahat" tags: ["playbook", "migration", "hypothesis"] when_to_use: | USE WHEN: - No narrower BalaKit skill or kit-workflows playbook fits. - The work is a large migration or multi-part change with a falsifiable done-check. DO NOT USE WHEN: - The decision is "which approach" with no implementation (use deep-deliberation). - The deliverable is the plan, not the work (use inception). - The task is a known bug-fix, feature, or refactor (use kit-workflows). ---
26# Unmatched workflow
27
28> **Leading words:** falsifiable done-predicate, hypothesis loop, VERIFIED
29> NOT VERIFIED INCONCLUSIVE.
30
31When no playbook fits, the deliverable **before any code** is the workflow:
32phases that scale rigor to the task. Inconclusive is not a pass.
33
34Copy these steps into the todo list verbatim. Skip with skip: <reason>.
35
361. Frame: falsifiable done-predicate, scope, rigor level (one-way doors get more). Present before a long run.
372. Design the workflow: atomic units, riskiest-unknown first, verification harness before features. The first unit that writes code is the harness, not a product edit. Deleting the old API is out of scope unless the Phase 1 predicate names it. Write the phase list down.
383. Run the loop: each unit is an experiment — hypothesis, smallest change, measure on the real artifact, keep or revert.
394. Verify the whole against the Phase 1 predicate on the real product.
40
41## Verdicts
42
43Each unit: **VERIFIED**, **NOT VERIFIED**, or **INCONCLUSIVE**. Do not hide a negative.
44
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md373 words
Files1
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.
330
on trigger
The instruction body, read only when the skill fires.
0.30%
of a 200k window
Ten skills this size would take about 3% of the window before you open a file.
050k100k150k200k context window

600 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

1 file, 2.4 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in.

  • SKILL.md2.4 kB
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the bundle is 1 file 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.

# Unmatched workflow · 600 tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/unmatched-workflow/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/unmatched-workflow" ] && { [ ! -e .claude/skills/unmatched-workflow ] || { mv .claude/skills/unmatched-workflow "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/unmatched-workflow" .claude/skills/ && echo "Installed .claude/skills/unmatched-workflow"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add afaraha8403/unmatched-workflow

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/unmatched-workflow/ 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/unmatched-workflow/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/unmatched-workflow" ] && { [ ! -e ~/.claude/skills/unmatched-workflow ] || { mv ~/.claude/skills/unmatched-workflow "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/unmatched-workflow" ~/.claude/skills/ && echo "Installed ~/.claude/skills/unmatched-workflow" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/unmatched-workflow/ 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
Version1.3.0
Publishedno release date on file
PriceFree
Referenceafaraha8403/unmatched-workflow

Versions

v1.3.0 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.

v1.3.0
  • 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 — v1.3.0 today — and cannot ask for an earlier one. The copy on your disk does not change until you run it again.

Reviews

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Anybody with an account, one review each. It carries the version that was current when you wrote it, and the publisher may reply once.

Who wrote it

AF
afaraha8403

Publishes on mcprush.

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