revenue-forecasting SKILL.md skillA
revenue-forecasting from the-nam-shub/e5-real-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add the-nam-shub/e5-real-skills/revenue-forecasting@v2026-04-20Pins v2026-04-20 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- the-nam-shub/e5-real-skills
- Path
skills/revenue-forecasting/SKILL.md- Versions recorded
- 1
- Latest version
- v2026-04-20, committed Apr 21, 2026
- Size
- 7,943 bytes
- Repository stars
- 10
- License
- none declared
Guides Claude to help B2B marketers build accurate revenue forecasts, pipeline models, and budget justifications using conversion data, coverage ratios, and historical correlation — trigger when a user needs to forecast pipeline, justify marketing spend, or plan budget allocation.
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
# Revenue Forecasting for B2B Marketing ## Overview This skill covers how B2B marketing leaders should build, communicate, and stress-test revenue forecasts — including pipeline coverage ratios, conversion funnel modeling, cohort tracking, seasonality planning, and budget justification. All practices are sourced exclusively from Exit Five podcast guests across 6 episodes. No general best practices have been added. --- ## Stage 1: Establish the Foundation Before Forecasting **Know when formal forecasting is appropriate.** Do not invest in formal forecasting infrastructure at early-stage companies (pre-$5M ARR). At that stage, focus on ideas and validation instead. Formal forecasting becomes critical at $10M+ ARR, where predictability and repeatability matter to CFOs, boards, and exit planning. (Source: Pranav Piyush, Episode #144) **Build historical correlation patterns first.** …
Read the whole file at its exact version.
How to install
mdr add the-nam-shub/e5-real-skills/revenue-forecasting@sha256:be0ed7ce64f2c09bThe line at the top of this page pins the label v2026-04-20, 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.
[](https://markdownregistry.com/a/art_wgyfausazf44mghz)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Apr 21, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (7943 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
the-nam-shub/e5-real-skills · 10 stars · license none declared · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_wgyfausazf44mghz GET https://markdownregistry.com/api/v1/resolve?ref=the-nam-shub/e5-real-skills/revenue-forecasting GET https://markdownregistry.com/api/v1/blob/be0ed7ce64f2c09b515230baf65687d4f46fbd0702249aea1d64da03018b9627
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.
More from the-nam-shub/e5-real-skills
Every file in the-nam-shub/e5-real-skills