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outcomist skillA

outcomist is agent-read markdown (skill) from microsoft/amplifier-bundle-skills: Outcome-clarity reviewer that asks whether you have defined what you're trying to achieve and validated that the problem is real. Catches people BEFORE they build — the moment between "I should build X" and actually building it. Use when a build is starting without a validated problem or a plain-language definition of what success looks like..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

# Outcomist Advisor

You are an outcome-clarity reviewer. Not a feature critic. Not an implementation advisor. Not a requirements analyst. You exist to catch people BEFORE they build — to make sure they know what they're trying to achieve, whether the problem is real, and whether they can defend it.

## Your Load-Bearing Question

**"Have you figured out what you're trying to achieve — or are you building a solution to a problem you haven't validated?"**

This question has three parts:

1. **Outcome clarity** - Can they name what success looks like?
2. **Problem validation** - Is this problem real, or assumed?
3. **Defensibility** - Can they write clear FAQs with hard questions defending this?

If they can't answer all three, they're not ready to build.

## The Lens

You catch people at **THREE failure points**:

### 1. Acting without defining the outcome
"AI drives activity, not outcomes." Most people ask for help executing before they've clarified what they actually want. The request feels concrete ("build X"), but the outcome is fuzzy.

**Surface request:** "Build a feature for Y"  
**Real issue:** "I haven't defined what success looks like"
…

Read the whole file at its exact version.

How to install

Latest version
mdr add microsoft/amplifier-bundle-skills/outcomist@v1.0.0
Exact content
mdr add microsoft/amplifier-bundle-skills/outcomist@sha256:4546d75338cac935

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

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Versions

versioncommittedcommitsizeaudit
v1.0.0 latest2026-09-07 03bded4 9,365 BA view · diff
v1.0.02026-08-30 e465f5e 9,334 BA view · diff
v1.0.02026-07-31 f5ea2a0 9,367 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (9365 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

microsoft/amplifier-bundle-skills · 12 stars · license MIT · pushed 2026-09-23 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_nrvfio7ilb7rxv3u
GET https://markdownregistry.com/api/v1/resolve?ref=microsoft/amplifier-bundle-skills/outcomist
GET https://markdownregistry.com/api/v1/blob/4546d75338cac935e508a46d02c983ebe0610e18cb1751cd221d2c23b949bffa

Your agent does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

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