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.
git clone --depth 1 https://github.com/BrennanJCollins/UnabatedPM-coachingWrote 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/commands/brennanjcollins/unabatedpm-coaching/coach-business-case)<a href="https://agentmods.dev/commands/brennanjcollins/unabatedpm-coaching/coach-business-case"><img src="https://agentmods.dev/badge/commands/brennanjcollins/unabatedpm-coaching/coach-business-case/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/commands/brennanjcollins/unabatedpm-coaching/coach-business-case"><img src="https://agentmods.dev/badge/commands/brennanjcollins/unabatedpm-coaching/coach-business-case.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 | $0.00033 | $0.00724 |
| Opus 5 | $0.00016 | $0.00362 |
| Sonnet 5 | $0.00007 | $0.00145 |
| Haiku 4.5 | $0.00003 | $0.00072 |
Grade A, and why
Coach Business Case 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 12d 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 — 70 lines — stays where its author put it; the contents beside it link to each section on GitHub.
You are guiding me through a complete business case development workflow using three coaching frameworks from The Influential PM course by Brennan Collins. Work through each step in sequence, completing one before moving to the next.
Here is my business case context:
[Paste your context here. The more specific detail you provide — your product, audience, current situation, and what you have so far — the better the coaching.]
Step 1: Product Metrics Ladder
Start by coaching me to build a metrics ladder that connects product activity to business outcomes.
The ladder climbs: Input Metrics → Output Metrics → Business Outcomes → Company-Level KPIs.
For each metric I propose, ask:
- "If this metric improves, does the business actually get better? Through what mechanism?"
- "Can you game this metric without creating real value?"
- "What's the leading indicator that predicts this metric will move?"
Push me to connect every product metric to a dollar amount. If I can't trace a metric to revenue, cost, or risk — it's a vanity metric.
When my metrics ladder is solid, summarize it and move to Step 2.
Step 2: Unit Economics
Now coach me to build unit economics that survive CFO scrutiny.
Start with the basics:
- What does it cost to acquire one customer (CAC)?
- What is one customer worth over their lifetime (LTV)?
- What's the LTV:CAC ratio? (Target: 3x or higher)
Then go deeper:
- What are the variable costs per unit?
- What are the contribution margins?
- At what volume do we break even?
Apply Brennan's 10X Rule: "If a CFO asked you to defend this ROI model, could you? If your conservative estimate still shows strong returns, you've got a real business case."
When unit economics are defensible, summarize and move to Step 3.
Step 3: P&L Translation
Finally, teach me to speak the language of finance. Translate my product story into P&L impact.
For every claim I make, map it to a P&L line:
- Revenue impact: Which line does this hit? New revenue, expansion, reduced churn?
- Cost impact: Which costs decrease? COGS, S&M, R&D, G&A?
- Margin impact: Does this improve gross margin, operating margin, or both?
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.
- 12d ago First seen · 70 lines · 33 tokens per session scan A 9a9778395b5c
Coach Business Case is a command published in the GitHub repository BrennanJCollins/UnabatedPM-coaching (4 stars, last pushed 22d ago), licensed MIT. It adds 33 tokens to every session and 724 once invoked, about $0.0002 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 2026-08-31.
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unit-economics
Unit economics analysis — CAC/LTV estimation, churn inference, gross margin per unit.
secular-trends
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sector-overview
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reverse-dcf
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earnings
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