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 cnfeat/top-pm-skills --skill shipping-productsgit clone --depth 1 https://github.com/cnfeat/top-pm-skillsWrote 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/cnfeat/top-pm-skills/shipping-products)<a href="https://agentmods.dev/skills/cnfeat/top-pm-skills/shipping-products"><img src="https://agentmods.dev/badge/skills/cnfeat/top-pm-skills/shipping-products/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/cnfeat/top-pm-skills/shipping-products"><img src="https://agentmods.dev/badge/skills/cnfeat/top-pm-skills/shipping-products.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 | $0.00040 | $0.00995 |
| Opus 5 | $0.00020 | $0.00498 |
| Sonnet 5 | $0.00008 | $0.00199 |
| Haiku 4.5 | $0.00004 | $0.00100 |
Grade A, and why
shipping-products 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 9d 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 — 78 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Shipping Products
Help the user ship products effectively using frameworks and insights from 47 product leaders.
How to Help
When the user asks for help with shipping:
- Understand the blocker - Ask what is preventing the ship: scope, quality concerns, dependencies, or organizational friction
- Assess the context - Determine if this is a new product, feature iteration, or infrastructure change
- Challenge timelines - Apply the 'maximally accelerated' principle to identify the critical path
- Guide quality tradeoffs - Help balance speed with appropriate quality standards for the product type
Core Principles
Speed is a signal of competence
Nan Yu: "If you look at people at the pinnacle of their craft, you can tell how good the output is going to be by how fast they're going." High speed combined with quality indicates mastery, not sloppiness. Use speed to increase iterations and variations tested.
Ship to get feedback
Dylan Field: "Get it out as fast as you possibly can. The faster you get it out, the more feedback you get." Prioritize shipping speed to accelerate the feedback loop, which is the most valuable asset in early product development.
Speed and stability move together
Nicole Forsgren: "When you move faster, you are more stable. You're pushing smaller changes more often with a smaller blast radius." Push smaller changes more frequently to reduce complexity and make failures easier to debug.
99% done is 0% done
Dmitry Zlokazov: "If something is 99% done, it's closer to 0% rather than 100%." A product provides zero customer value until fully finished and launched. Maintain relentless focus until shipping is complete.
Ask why you can't ship tomorrow
Nick Turley: "Why can't we do this now? If this was the most important thing and you wanted to truly maximally accelerate it, what would you do?" Use this question to strip away non-essential blockers and identify the critical path.
Use quality checklists
Matt MacInnis: "We have a Product Quality List that articulates the standards we want you to meet when you ship." Create a PQL checklist of quality standards that must be met before release, and iterate on it when bugs slip through.
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 9d ago First seen · 78 lines · 40 tokens per session scan A ecb3e3c6bfb3
shipping-products is a skill published in the GitHub repository cnfeat/top-pm-skills (48 stars, last pushed 3mo ago), licensed MIT. It adds 40 tokens to every session and 995 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 2026-09-03.
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