FDE Framework: Ordinary → Extraordinary Problem Agent Skill

Converts an ordinary problem statement into an extraordinary one using the six Forward Deployed Engineering translation levers (Economic…

Context cost
5.2k tokensestimated from the bundle, loaded when it triggers
Bundle
2 files · 20.9 kBtext throughout, nothing executable
Licence
proprietarythe author’s own terms
Last change
—v1.0.0
Servers it uses
Noneruns standalone

What it does

Converts an ordinary problem statement into an extraordinary one using the six Forward Deployed Engineering translation levers (Economic Forces, Data Liquidity, Algorithmic Leverage, Network Effect, First Principles, Job To Be Done). Use this whenever someone describes a customer problem, a project brief, a feature request, a use case, a discovery-call summary, a proposal, or an AI/product idea and wants it sharpened, reframed, pressure-tested, or turned into something defensible — even if they never say "FDE" or "extraordinary problem." Also use when someone asks "is this worth building,"…

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.

productivitytranslation

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.md14.1 kB · preview
--- name: fde-framework metadata: author: Sanjaya Kumar Panigrahy version: "1.0.0" license: proprietary ---
10# FDE Framework: Ordinary → Extraordinary Problem
11
12## The core distinction
13
14An **ordinary problem** is what the customer describes when they ask for help. An **extraordinary problem** is what the customer actually needs — usually something they cannot articulate because they are too close to their own situation.
15
16The gap between the two is where defensible systems get built. Everything below is machinery for crossing that gap.
17
18Your job is not to be agreeable about the customer's framing. It is to restate their problem from angles they have not considered, and to end up somewhere they could not have written themselves. **If the final problem statement is a tidier version of the input, the run has failed.**
19
20## Workflow
21
22### 1. Capture the ordinary problem verbatim
23
24Write the problem exactly as it arrived — the customer's words, unpolished, symptom and all. Do not improve it yet. This is the baseline you will be judged against, so it needs to be honest.
25
26If the input is a long brief or transcript, compress it to one or two sentences that a person in that room would recognize as what was actually said.
27
28### 2. Establish context — but don't stall
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md2,222 words
Files2
Licenceproprietary
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.

≈210
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
5,015
on trigger
The instruction body and 1 supporting file, read only when the skill fires.
2.6%
of a 200k window
Ten skills this size would take about 26% of the window before you open a file.
050k100k150k200k context window

5.2k 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.

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

2 files, 20.9 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in. 2 files of its source are not in the download — listed after these, with why.

  • SKILL.md14.1 kB
  • README.md6.8 kB

Not in the download

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

  • fde-framework.skillnot carried
  • fde-framework.zipnot carried
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the download is 2 files — not the whole of its source: 2 files are left out. They are listed under the files, with why. The proprietary 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.

# FDE Framework: Ordinary → Extraordinary Problem · 5.2k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/fde-framework-ordinary-extraordinary-problem/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/fde-framework-ordinary-extraordinary-problem" ] && { [ ! -e .claude/skills/fde-framework-ordinary-extraordinary-problem ] || { mv .claude/skills/fde-framework-ordinary-extraordinary-problem "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/fde-framework-ordinary-extraordinary-problem" .claude/skills/ && echo "Installed .claude/skills/fde-framework-ordinary-extraordinary-problem"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add sanjaya/fde-framework-ordinary-extraordinary-problem

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/fde-framework-ordinary-extraordinary-problem/ 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/fde-framework-ordinary-extraordinary-problem/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/fde-framework-ordinary-extraordinary-problem" ] && { [ ! -e ~/.claude/skills/fde-framework-ordinary-extraordinary-problem ] || { mv ~/.claude/skills/fde-framework-ordinary-extraordinary-problem "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/fde-framework-ordinary-extraordinary-problem" ~/.claude/skills/ && echo "Installed ~/.claude/skills/fde-framework-ordinary-extraordinary-problem" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/fde-framework-ordinary-extraordinary-problem/ 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 fde-framework in Gemini CLI, Codex, Copilot and Grok (its own name); Claude Code lists it by the folder name, fde-framework-ordinary-extraordinary-problem. Not in this download: 2 files of its source (the full list, and why). Take them 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
Version1.0.0
Publishedno release date on file
PriceFree
Referencesanjaya/fde-framework-ordinary-extraordinary-problem

Versions

v1.0.0 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.

v1.0.0
  • 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 — v1.0.0 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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Who wrote it

SA
sanjaya

Publishes on mcprush.

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