flyweel-where-to-spend-next SKILL.md skillA

flyweel-where-to-spend-next from flyweel-production/flyweel-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add flyweel-production/flyweel-skills/flyweel-where-to-spend-next@v2.4

Pins v2.4 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
flyweel-production/flyweel-skills
Path
skills/flyweel-where-to-spend-next/SKILL.md
Versions recorded
6
Latest version
v2.4, committed Oct 24, 2026
First version recorded
Oct 20, 2026
Size
13,944 bytes
Repository stars
3
License
Apache-2.0

Use when a Flyweel user asks where to put more ad money, how much more to spend on Meta, Google or TikTok, whether the last budget increase paid off, whether to scale a channel, which ad spend to cut or trim first, or wants a weekly call on each ad platform. Works from the real cash the Flyweel cards paid, not the spend the ad platform reports. Needs the Flyweel card tools and query_metrics.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Where to Spend Next

Every budget change is a test. Spend went up, or down, on some day. What did the extra money buy, and what did each extra lead cost? This skill finds that day on its own, judges the change, and gives one call per spend line: **add**, **hold**, **trim**, **cut**, or **cannot see**, with an amount.

It works from the real cash the cards paid, not the spend the ad platform reports. Those two differ by tax, fees and timing. Cash is what left the business.

## How to talk to the user

- One line per spend line, in this order: the call, the amount, the reason. Then the detail.
- Short sentences. Everyday words. Say "cost per lead", "each extra lead", not finance terms.
- Call results what the business calls them: leads, signups, booked calls, quotes, deals.
- Numbers after the plain answer, in a small table, so they can be checked.
- End with what to do this week, with an amount and a date.

## What a spend line is
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add flyweel-production/flyweel-skills/flyweel-where-to-spend-next@sha256:f720127780c9a816

The line at the top of this page pins the label v2.4, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_ib7bns5ekhr2vmzb.svg)](https://markdownregistry.com/a/art_ib7bns5ekhr2vmzb)

1 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 6 versions of this file, between Oct 20, 2026 and Oct 24, 2026, more than one a day.

versioncommittedcommitsizeaudit
v2.4 latest2026-10-24 d95c640 13,944 BA view · diff
v2.32026-10-24 73a0ebe 13,876 BA view · diff
v2.22026-10-24 2f8db9a 13,192 BA view · diff
v2.12026-10-24 8433dba 12,215 BA view · diff
v2.02026-10-20 236ad03 11,539 BA view · diff
v2.02026-10-20 11b8f25 11,074 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (13944 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

flyweel-production/flyweel-skills · 3 stars · license Apache-2.0 · pushed 2026-10-24 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ib7bns5ekhr2vmzb
GET https://markdownregistry.com/api/v1/resolve?ref=flyweel-production/flyweel-skills/flyweel-where-to-spend-next
GET https://markdownregistry.com/api/v1/blob/f720127780c9a81614543c0302be8d74baf3f686456b6539105bcf8962316d56

Your AI assistant 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.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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