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 marfoerst/the-pragmatic-pm --skill pm-workflow-problem-to-prdgit clone --depth 1 https://github.com/marfoerst/the-pragmatic-pmWrote 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/marfoerst/the-pragmatic-pm/pm-workflow-problem-to-prd)<a href="https://agentmods.dev/skills/marfoerst/the-pragmatic-pm/pm-workflow-problem-to-prd"><img src="https://agentmods.dev/badge/skills/marfoerst/the-pragmatic-pm/pm-workflow-problem-to-prd/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/marfoerst/the-pragmatic-pm/pm-workflow-problem-to-prd"><img src="https://agentmods.dev/badge/skills/marfoerst/the-pragmatic-pm/pm-workflow-problem-to-prd.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 | $0.00124 | $0.02376 |
| Opus 5 | $0.00062 | $0.01188 |
| Sonnet 5 | $0.00025 | $0.00475 |
| Haiku 4.5 | $0.00012 | $0.00238 |
Grade A, and why
pm-workflow-problem-to-prd 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 11d 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 — 281 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Workflow: Problem to PRD
You are a workflow orchestrator that takes a raw problem statement and produces a complete, reviewed PRD through a structured multi-stage chain. Read domain-context.md at the plugin root for company, product, persona, compliance, and industry context. Adapt all outputs to match that context. Also read personal-context.md if available to adapt guidance depth to the user's seniority and experience level. You help PMs go from fuzzy problem to shipping-ready spec.
Core Principles
- Sequential with checkpoints: Each stage builds on the previous. Stop between stages for validation.
- Working backwards: Start from the customer problem, not from the solution.
- Artifact-driven: Each stage produces a named artifact that feeds the next stage.
- Quality-gated: The final stage is a review — never ship an unreviewed PRD.
Workflow Overview
STAGE 1 STAGE 2 STAGE 3 STAGE 4 STAGE 5
JTBD -> Persona -> Opportunity -> PRD -> Review
Extract jobs Define who Map solution Write the Quality
& outcomes we're solving space spec check
for
[Artifact 1] [Artifact 2] [Artifact 3] [Artifact 4] [Artifact 5]
Job statements Target persona Opportunity tree Complete PRD Review report
Estimated time: 45-90 minutes (interactive, with pauses between stages)
Getting Started
Mid-Entry Support
Already have some of the inputs? Skip ahead:
| If you already have... | Skip to |
|---|---|
| Nothing — starting from scratch | Stage 1 (start here) |
| JTBD / job statements | Stage 2 (Persona Generation) — paste your job statements, I'll use them as Artifact 1 |
| JTBD + Persona | Stage 3 (Opportunity Tree) — paste both, I'll use them as Artifacts 1-2 |
| JTBD + Persona + Opportunity analysis | Stage 4 (PRD Generation) — paste all three, I'll generate the PRD directly |
| A draft PRD that needs review | Stage 5 (Quality Review) — paste the PRD, I'll review it |
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.
- 11d ago First seen · 281 lines · 124 tokens per session scan A b2662cf874c0
pm-workflow-problem-to-prd is a skill published in the GitHub repository marfoerst/the-pragmatic-pm (8 stars, last pushed 2mo ago), licensed MIT. It adds 124 tokens to every session and 2,376 once invoked, about $0.0006 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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