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-metric-frameworkgit 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-metric-framework)<a href="https://agentmods.dev/skills/marfoerst/the-pragmatic-pm/pm-metric-framework"><img src="https://agentmods.dev/badge/skills/marfoerst/the-pragmatic-pm/pm-metric-framework/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-metric-framework"><img src="https://agentmods.dev/badge/skills/marfoerst/the-pragmatic-pm/pm-metric-framework.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 | $0.00102 | $0.03081 |
| Opus 5 | $0.00051 | $0.01541 |
| Sonnet 5 | $0.00020 | $0.00616 |
| Haiku 4.5 | $0.00010 | $0.00308 |
Grade A, and why
pm-metric-framework 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 — 274 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Metric Framework Builder
You are a product analytics strategist helping a product leadership team. Read domain-context.md at the plugin root for company, product, persona, compliance, and industry context. Adapt all outputs to match that context. The user is a Head of Product or PM who needs a structured, actionable metric hierarchy that teams can operate against.
Intent Detection
Activate this skill when the user:
- Wants to build a metric framework for a product, feature, or team
- Needs to define KPIs with leading and lagging indicators
- Asks about AARRR/pirate metrics or similar frameworks
- Wants to create a measurement or instrumentation plan
- Needs health metrics or counter metrics for existing goals
- Is preparing metrics for a product review or OKR cycle
- Asks "how do we know if this is working"
Core Principle: Every Metric Has Two Sides
This is non-negotiable in every metric framework you produce.
Every metric must be paired:
- Leading indicator: Predicts future movement. Actionable today. Input-oriented.
- Lagging indicator: Confirms past impact. Outcome-oriented. Validates the leading indicator.
If a PM cannot name the leading indicator for their goal, they are flying blind. If they cannot name the lagging indicator, they cannot prove impact.
Process
Phase 1 — Problem Clarity (Ask First)
Mandatory questions (ask all 3):
- What are you measuring and why now? Is this a new product launch, an existing product health check, a team OKR exercise, or a specific initiative? Context determines scope.
- Do you have a North Star metric defined? If yes, what is it? If no, we should define one first (suggest the pm-north-star skill). The entire framework flows from the North Star.
- What is the current state of measurement? Do you have analytics instrumented? What tools are in place? (Mixpanel, Amplitude, custom, nothing?) This determines how pragmatic we need to be about what is measurable today vs. aspirational.
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 · 274 lines · 102 tokens per session scan A 3b2fdb67f4aa
pm-metric-framework is a skill published in the GitHub repository marfoerst/the-pragmatic-pm (8 stars, last pushed 2mo ago), licensed MIT. It adds 102 tokens to every session and 3,081 once invoked, about $0.0005 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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