campaign-performance-analyzer SKILL.md skillA

campaign-performance-analyzer from prosyo-ai/gtm-skill is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add prosyo-ai/gtm-skill/campaign-performance-analyzer@v1.0.0

Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
prosyo-ai/gtm-skill
Path
plugin/skills/campaign-performance-analyzer/SKILL.md
Versions recorded
1
Latest version
v1.0.0, committed Oct 23, 2026
Size
4,097 bytes
Repository stars
13
License
MIT

Use this skill when you need to understand how outbound campaigns are performing and what to change: "analyse my campaign results", "why is this sequence underperforming", "compare my campaigns", "weekly outbound report". Builds the funnel from contacts to meetings for each campaign, step, segment, sender and channel, benchmarks it, finds the stage where performance breaks, separates list, deliverability, copy and follow-up problems, and recommends the next test. Produces a short report a team…

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

Use this weekly or at the end of a campaign. It answers three questions: what is working, where does it break, and what do we change next.

## Inputs

- Per campaign: contacts, sent, delivered or bounced, replies, positive replies, meetings booked and held, by step, segment, sender and channel.
- Opportunities and pipeline created from those meetings.
- The period.

## The play

### 1. Build the funnel
Contacts → delivered → replied → positive → booked → held → opportunity. Calculate each conversion. Skip open rates as a decision metric; open tracking is unreliable and often turned off for deliverability.

### 2. Benchmark
Read [references/outbound-benchmarks.md](references/outbound-benchmarks.md) for typical ranges by channel and what each gap usually means. Benchmarks are a sanity check, not a target; your own trend matters more.

### 3. Find the break
The first stage below benchmark is the problem to fix; improving later stages first is wasted effort.

| Break | Usually means | Look at |
| --- | --- | --- |
| Bounces | List quality | Source, verification, catch-alls |
| Low replies, few negatives | Not seen, or not relevant | Deliverability by sender; targeting; first line |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add prosyo-ai/gtm-skill/campaign-performance-analyzer@sha256:7b4159110c05e308

The line at the top of this page pins the label v1.0.0, 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_3vc25hejnn3f2z3r.svg)](https://markdownregistry.com/a/art_3vc25hejnn3f2z3r)

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

Versions

The registry has recorded 1 version of this file, committed on Oct 23, 2026.

versioncommittedcommitsizeaudit
v1.0.0 latest2026-10-23 6d1943a 4,097 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 (4097 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

prosyo-ai/gtm-skill · 13 stars · license MIT · pushed 2026-10-26 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_3vc25hejnn3f2z3r
GET https://markdownregistry.com/api/v1/resolve?ref=prosyo-ai/gtm-skill/campaign-performance-analyzer
GET https://markdownregistry.com/api/v1/blob/7b4159110c05e308a749fd259f1d011adbc5e9e6de49905717ef22903689329f

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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