ai-sdr-setup SKILL.md skillA
ai-sdr-setup from leadmagic/gtm-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add leadmagic/gtm-skills/ai-sdr-setup@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- leadmagic/gtm-skills
- Path
skills/automation/ai-sdr-setup/SKILL.md- Versions recorded
- 6
- Latest version
- v1.0.0, committed Oct 1, 2026
- First version recorded
- Jun 8, 2026
- Size
- 10,950 bytes
- Repository stars
- 76
- License
- MIT
Deploy AI SDR agents safely and effectively — vendor selection, pilot scope, guardrails, signal routing, human handoff design, QA review, and performance metrics. Use when setting up 11x, Artisan, AiSDR, Jason AI, or any automated SDR workflow for outbound prospecting.
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
# AI SDR Setup ## Overview Most AI SDR deployments fail because the team treats the agent like a fully autonomous rep instead of a constrained workflow engine. The mistake is giving the agent a list, a writing prompt, and send access before defining quality gates, source-of-truth data, suppression logic, and human handoff rules. This skill builds an AI SDR launch program that starts narrow, validates message quality, routes the right signals to the right action, and keeps humans in control of anything that can affect brand, compliance, or customer relationships. ## When to Use Use this skill when the user asks to: - "set up an AI SDR" - "automate outbound prospecting" - "deploy 11x / Artisan / AiSDR / Jason AI" - "build an AI sales agent" - "replace manual SDR research" - "automate prospect research and email drafting" - "create AI-powered sales development" - "route buying signals into outbound" - "design human handoff for AI replies" Do not use this for generic outbound strategy. Use `cold-email-strategy` first if the user has no ICP, segment, offer, or sequence design. ## Authoritative Foundations ### Anthropic — Tool Use and Human-in-the-Loop Patterns …
Read the whole file at its exact version.
How to install
mdr add leadmagic/gtm-skills/ai-sdr-setup@sha256:dca866d205e10a90The 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.
[](https://markdownregistry.com/a/art_eebpdrtxacjr5lvl)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between Jun 8, 2026 and Oct 1, 2026, about one every 23 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.0 latest | 2026-10-01 | ca0d2ec | 10,950 B | A | view · diff |
| v1.0.0 | 2026-09-02 | a19750a | 10,992 B | A | view · diff |
| v1.0.0 | 2026-06-10 | e030e67 | 10,986 B | A | view · diff |
| v1.0.0 | 2026-06-10 | 17b6e1f | 10,988 B | A | view · diff |
| v1.0.0 | 2026-06-10 | 9f00d65 | 10,989 B | A | view · diff |
| v1.0.0 | 2026-06-08 | 2fb2a99 | 8,449 B | A | view |
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 (10950 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
leadmagic/gtm-skills · 76 stars · license MIT · pushed 2026-10-14 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_eebpdrtxacjr5lvl GET https://markdownregistry.com/api/v1/resolve?ref=leadmagic/gtm-skills/ai-sdr-setup GET https://markdownregistry.com/api/v1/blob/dca866d205e10a90bc67374ac19b7f4a110afe059edac4a2f8e72ee05d8fd40c
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.