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 CassioRoos/godfly-skills --skill ui-proofgit clone --depth 1 https://github.com/CassioRoos/godfly-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/cassioroos/godfly-skills/ui-proof)<a href="https://agentmods.dev/skills/cassioroos/godfly-skills/ui-proof"><img src="https://agentmods.dev/badge/skills/cassioroos/godfly-skills/ui-proof/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/cassioroos/godfly-skills/ui-proof"><img src="https://agentmods.dev/badge/skills/cassioroos/godfly-skills/ui-proof.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 | $0.00153 | $0.02464 |
| Opus 5.5 | $0.00061 | $0.00986 |
| Sonnet 5.5 | $0.00031 | $0.00493 |
| Haiku 4.5 | $0.00015 | $0.00246 |
Grade A, and why
ui-proof 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 15d 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 — 88 lines — stays where its author put it; the contents beside it link to each section on GitHub.
UI Proof
Prove a UI change works by driving a real browser through it and capturing evidence a reviewer can trust — screenshots, console messages, and network activity. This is operational verification of the front-end, not unit testing. Everything you claim must trace to something you observed in the browser — a rendered screen, a clean console, a 200 response — not memory or inference.
This skill is the front-end sibling of pr-proof. Same discipline, different boundary: pr-proof exercises a deployed service through a port-forwarded API; ui-proof exercises the UI through a real browser.
Core principles
- Evidence or it didn't happen. Every claim maps to a captured artifact: a screenshot, a console dump, a network entry. A clean-looking screenshot over a console full of errors and a failed XHR is a lie with a nice render. Capture console + network, not just pixels — see cookbook/evidence.md.
- A screenshot proves it rendered, not that it works. Prove the interaction (clicked X → got Y), the before/after delta the change intended, and that nothing broke underneath (console clean, network clean).
- Drive what's actually under test. A screenshot of the wrong build or the wrong branch silently proves nothing. Phase 0 resolves what you're testing and which running URL serves that code, and confirms the browser is pointed at it. See cookbook/environment.md.
- Persistent profile, not a fresh browser. This skill assumes the Chrome MCP drives a persistent, already-logged-in profile (configured at the MCP-server level, not here — see Phase 0). The skill's job is to verify the expected logged-in state before testing and stop/ask if it's wrong — never to silently test a logged-out or wrong-account session.
- Discover, don't assume. The dev URL, the changed surfaces, the auth state, and how the app is served all vary by repo. Find them (Phase 0/1). A guessed URL or stale build tests the wrong thing.
- Ask before fixing. Verifying and fixing are different mandates. Document the bug with evidence first; don't push a fix unless the user opted in (Phase 6).
- Doc hygiene. State the final content only — no revision markers, "NEW:", or changelog sections in PR descriptions or proof docs. Git and the PR timeline track history.
What ships with it
4 files 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.
- 15d ago First seen · 88 lines · 153 tokens per session scan A ff18e4004ed2
ui-proof is a skill published in the GitHub repository CassioRoos/godfly-skills (1 stars, last pushed yesterday), licensed MIT. It adds 153 tokens to every session and 2,464 once invoked, about $0.0006 per session on Opus 5.5. 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 2026-10-23.
ui-proof compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| ui-proofCassioRoos/godfly-skills | Skill | 1 | yesterday | MIT | A | 153 | Claude Code, Codex |
| auto-test-codehuangwb8/skills | Skill | 50 | 6d ago | MIT | A | 56 | Claude Code, Codex |
| git-pr-reviewhuangwb8/skills | Skill | 50 | 6d ago | MIT | A | 76 | Claude Code, Codex |
| challenge-resolveBorda/AI-Rig | Skill | 31 | yesterday | Apache-2.0 | A | 74 | Claude Code, Codex |
| code-reviewBorda/AI-Rig | Skill | 31 | yesterday | Apache-2.0 | A | 41 | Claude Code, Codex |
| assessBorda/AI-Rig | Skill | 31 | yesterday | Apache-2.0 | A | 19 | Claude Code, Codex |
| code-remediateBorda/AI-Rig | Skill | 31 | yesterday | Apache-2.0 | A | 39 | Claude Code, Codex |