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 skills/generous-corp/pulp/prove-before-showingnpx skills add Generous-Corp/pulp --skill prove-before-showinggit clone --depth 1 https://github.com/Generous-Corp/pulpWrote 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/generous-corp/pulp/prove-before-showing)<a href="https://agentmods.dev/skills/generous-corp/pulp/prove-before-showing"><img src="https://agentmods.dev/badge/skills/generous-corp/pulp/prove-before-showing.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 | $0.00089 | $0.02311 |
| Opus 5 | $0.00044 | $0.01156 |
| Sonnet 5 | $0.00018 | $0.00462 |
| Haiku 4.5 | $0.00009 | $0.00231 |
Grade A, and why
prove-before-showing 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 today.
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 — 208 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Prove it works before showing it
A build is not proof. A screenshot is not proof. A passing suite is not proof that the thing a human will do actually works. This skill is the checklist that turns "it looks right" into "I drove it and watched it work".
It exists because the alternative was measured. A shell was handed over that
rendered pixel-close to its design and was completely inert — not one
button clickable — because the verification was a screenshot. And after that was
fixed, Build still generated a patch whichever mode was selected, so the
headline feature was unreachable, while thirteen tests passed.
The four proofs
Run every one that applies. Each answers a question the others cannot.
1. A/B against the source design
An imported design has a source render. Compare against it, every pass.
# Capture the source. Use the CLI, never the helper directly.
pulp import-design <prototype.html> --output <dir>
# Capture ours.
<app-binary> --screenshot /tmp/ours.png
# Put them side by side and get a number.
python3 tools/rack/compare_renders.py --out /tmp/sheet.png \
design=<dir>/browser.png ours=/tmp/ours.png rack=/tmp/host.png
compare_renders.py reports the mean per-pixel difference. It is blunt but
monotone: it drops when they converge and rises when they diverge, which cannot
be argued with the way "looks close enough" can. Track it; do not let it climb.
Name every difference you can still see. A number near zero and a list of five unfixed deltas is honest. A number alone is not.
Traps:
- A DOM snapshot is not evidence of which screen is showing. A self-contained prototype has every heading in its source, so a text search reports success for a click that did nothing. Only pixels are evidence.
--screenshotcaptures the render surface, not the composited window. So window-level chrome — rounded corners, shadow, titlebar — will look wrong in a capture even when it is right on screen. Check the running app before "fixing" it.- The importer captures initial state only today. Multi-screen capture is coming as deterministic CDP actions. Do not inject scripts into the prototype to fake it — that was tried for twelve attempts across four strategies and produced two distinct images.
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.
- today First seen · 208 lines · 89 tokens per session scan A f15857233696
prove-before-showing is a skill published in the GitHub repository Generous-Corp/pulp (16 stars, last pushed today), licensed MIT. It adds 89 tokens to every session and 2,311 once invoked, about $0.0004 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 2026-09-04.
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