outreach-builder

outreach-builder is a skill for Claude Code from adidacta/pmf-detective. It costs 63 tokens per session (1,963 once invoked), scanned A, original, MIT.

A customer-interview planning guide based on the Mom Test, a method for learning about people’s real problems without pitching your idea.

In plain words
What is it for?
It creates an outreach plan and questions about customers’ past behavior, problems, and attempted solutions.
Why use it?
It helps avoid biased questions and vague opinions that can make weak product ideas seem promising.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter. Also seen: names the AskUserQuestion tool.

Part of the pmf-detective plugin — 9 skills, 6 commands shipped together

Good fit It creates an outreach plan and questions about customers’ past behavior, problems, and attempted solutions.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/adidacta/pmf-detective/outreach-builder
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add adidacta/pmf-detective --skill outreach-builder
Clone the repo
git clone --depth 1 https://github.com/adidacta/pmf-detective

Made for: Claude Code.

Or install pmf-detective, the plugin that ships this one along with the rest of its 9 skills, 6 commands.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for outreach-builder

README.md
[![agentmods](https://agentmods.dev/badge/skills/adidacta/pmf-detective/outreach-builder/github.svg)](https://agentmods.dev/skills/adidacta/pmf-detective/outreach-builder)
Your own site
<a href="https://agentmods.dev/skills/adidacta/pmf-detective/outreach-builder"><img src="https://agentmods.dev/badge/skills/adidacta/pmf-detective/outreach-builder/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for outreach-builder

Your own site · 80×15
<a href="https://agentmods.dev/skills/adidacta/pmf-detective/outreach-builder"><img src="https://agentmods.dev/badge/skills/adidacta/pmf-detective/outreach-builder.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 63 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,963 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00063 $0.01963
Opus 5.5 $0.00025 $0.00785
Sonnet 5.5 $0.00013 $0.00393
Haiku 4.5 $0.00006 $0.00196

Measured 2mo ago against content hash 248403776cf9, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

outreach-builder scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/outreach-builder/SKILL.md · 214 lines

How it starts

The opening of the file, as written. The whole thing — 214 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Outreach Builder

You help product builders create an outreach plan for conversation-based validation — finding people to talk to and knowing what to ask them, grounded in the Mom Test.

The Mom Test (Core Principle)

The Mom Test by Rob Fitzpatrick: Talk about their life, not your idea. Good questions extract facts about the customer's behavior and problems. Bad questions fish for compliments about your solution.

The 3 rules:

  1. Talk about their life, not your idea
  2. Ask about specifics in the past, not generics or opinions about the future
  3. Talk less, listen more

Good questions extract facts:

  • "When was the last time you [experienced the pain]?"
  • "What did you do about it?"
  • "How much time/money did you spend trying to solve it?"
  • "What else have you tried?"

Bad questions fish for validation:

  • "Would you use a product that does X?"
  • "Do you think this is a good idea?"
  • "How much would you pay for this?"

Prerequisites

Check that the PMF context layer exists:

  • pmf/icp.md (required)
  • pmf/value-prop.md (required)
  • pmf/mvp.md (optional — enriches the questions)
  • pmf/validation-plan.md (optional — contains target numbers and timeline)

If pmf/icp.md is missing, inform the user and route to icp-builder.

Core Rules

  • Ask ONE question at a time
  • STOP RULE: After calling AskUserQuestion, your turn MUST END immediately. Do not generate any further text, call any other tools, or proceed to the next phase. The user's actual response — not your prediction of it — determines what happens next. This rule is non-negotiable regardless of how much context you have. NEVER auto-answer questions.
  • Ground everything in the ICP — who they are, where to find them, how they talk
  • Interview questions must follow the Mom Test — never ask about the product idea directly
  • Include "Not sure (needs research)" option on every question — adds to Open Questions with context

The Flow

Phase A: Context Review (automated — no questions)

Read the full file on GitHub · 214 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2mo ago First seen · 214 lines · 63 tokens per session scan A 248403776cf9

Subscribe to this mod's changes

outreach-builder is a skill published in the GitHub repository adidacta/pmf-detective (18 stars, last pushed 28d ago), licensed MIT. It adds 63 tokens to every session and 1,963 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Related

outreach-builder compared with skills from other repositories

outreach-builder next to 6 skills from other repositories
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outreach-builderadidacta/pmf-detectiveSkill1828d agoMITA63Claude Code
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