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.
npx skills add adidacta/pmf-detective --skill outreach-buildergit clone --depth 1 https://github.com/adidacta/pmf-detectiveWrote 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.
[](https://agentmods.dev/skills/adidacta/pmf-detective/outreach-builder)<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.
<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>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00063 | $0.01963 |
| Opus 5 | $0.00032 | $0.00981 |
| Sonnet 5 | $0.00013 | $0.00393 |
| Haiku 4.5 | $0.00006 | $0.00196 |
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 10d 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.
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:
- Talk about their life, not your idea
- Ask about specifics in the past, not generics or opinions about the future
- 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)
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.
- 10d ago First seen · 214 lines · 63 tokens per session scan A 248403776cf9
outreach-builder is a skill published in the GitHub repository adidacta/pmf-detective (18 stars, last pushed 6mo ago), licensed MIT. It adds 63 tokens to every session and 1,963 once invoked, about $0.0003 per session on Opus 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.
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