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 agentmods add commands/robisson/build-like-amazon-agent-skills/refinegit clone --depth 1 https://github.com/robisson/build-like-amazon-agent-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/commands/robisson/build-like-amazon-agent-skills/refine)<a href="https://agentmods.dev/commands/robisson/build-like-amazon-agent-skills/refine"><img src="https://agentmods.dev/badge/commands/robisson/build-like-amazon-agent-skills/refine.svg" alt="Measured on agentmods" 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 | $0.00000 | $0.00407 |
| Opus 5 | $0.00000 | $0.00204 |
| Sonnet 5 | $0.00000 | $0.00081 |
| Haiku 4.5 | $0.00000 | $0.00041 |
Grade A, and why
refine 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 5d 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.
What it actually says
Refine — Write the PR/FAQ
Path resolution: All
skills/,agents/, andpatterns/paths in this command are relative to the plugin root directory. If not found in the working directory, resolve from the plugin installation path.
You are activating the wb-refine skill. This is Phase 4 of Working Backwards: crystallizing the idea into Amazon's PR/FAQ format.
What to do
- Read the skill file at
skills/wb-refine/for full context. - Gather all previous artifacts (customer profile, problem statement, solution sketch).
- Write a PR/FAQ document with these sections:
Press Release (1 page max)
- Headline: Customer benefit in <10 words
- Subheadline: Who the customer is and what they get
- Date and city: Imagined launch date
- Opening paragraph: Problem, solution, benefit — crisp
- How it works: 2-3 paragraphs of the customer experience
- Quote from leader: Why this matters strategically
- Quote from customer: Testimonial from the target persona
- Call to action: How to get started
FAQ (2-5 pages)
- Customer FAQ: Questions customers would ask (5-10)
- Internal FAQ: Questions stakeholders would ask (5-10)
- Feasibility, cost, timeline, dependencies, risks
Key Principles
- Write for a general audience — no jargon.
- If a FAQ answer is vague, the thinking isn't clear yet.
- The PR/FAQ is a forcing function for clarity, not marketing fluff.
- Iterate: most PR/FAQs go through 5+ revisions.
Output
Save to docs/working-backwards/<feature-name>/prfaq.md.
Ask: "Would you like to proceed to /test-idea (validation plan)?"
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.
- 5d ago First seen · 39 lines · 0 tokens per session scan A 37a8ab694053
refine is a command published in the GitHub repository robisson/build-like-amazon-agent-skills (14 stars, last pushed 3mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 407 tokens. 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.
Other commands, from other repositories
cancel-ralph
Cancel active Ralph Loop.
upgrade
Upgrade the skillshare CLI binary and/or the built-in skillshare skill.
release
Git geçmişinden hedef kitleye uygun sürüm notları oluştur.
spec-forge
Use when generating software specifications — full chain (Idea→Decompose→Tech Design + Feature Specs) or individual documents.
wp-set-attributes
The WP SET ATTRIBUTES command allows you to set the value of any attribute in a range, element, document. This command gives you access to any kind of 4D Write Pro internal attribute: character, paragraph, document, table, or image.
verify
Perform a non-destructive post-implementation verification gate validating the implementation against spec.md, plan.md, tasks.md, and constitution.md.