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 it235/multica-best-practices --skill multica-artifact-frontendgit clone --depth 1 https://github.com/it235/multica-best-practicesWrote 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/it235/multica-best-practices/multica-artifact-frontend)<a href="https://agentmods.dev/skills/it235/multica-best-practices/multica-artifact-frontend"><img src="https://agentmods.dev/badge/skills/it235/multica-best-practices/multica-artifact-frontend/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/it235/multica-best-practices/multica-artifact-frontend"><img src="https://agentmods.dev/badge/skills/it235/multica-best-practices/multica-artifact-frontend.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 | $0.00047 | $0.00421 |
| Opus 5.5 | $0.00019 | $0.00168 |
| Sonnet 5.5 | $0.00009 | $0.00084 |
| Haiku 4.5 | $0.00005 | $0.00042 |
Grade A, and why
multica-artifact-frontend 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 1mo 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
Frontend Artifact (frontend-artifact)
Responsibility
As @FrontendDev, after the page is implemented, push the frontend deliverable set and run-url to Multica frontend-artifact (product-requirement mapping surface). This is the input for @Reviewer (G1) and @Tester (T1/T2), and the basis for release/verification.
Push content (must be complete)
- Page list (route + name + screenshot/link)
- Component/state/style deliverable set
- run-url (reachable after deployment)
- Requirement/design traceability (which AC each page covers)
Flow
- Implement pages per
multica-frontend-impl, consuming upstreammultica-design-ui-impldesign links. - Assemble the deliverable set + run-url.
- Push to Multica
frontend-artifact(product-requirement mapping):python scripts/import_to_multica.py --artifact frontend --json frontend-artifact.json(seereferences/import-contract.md). - Hand off to @Reviewer (G1 business review) and @Tester (T1/T2).
Notes
- Keep fields 1:1 with requirement/design; do not drift.
- run-url must be reachable; otherwise @Tester T3 will be BLOCKED.
- Do not confuse with
backend-artifact(that is @BackendDev's contract surface).
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.
- 1mo ago Changed · -49 lines · -2 tokens per session c40ef03975ee
- 1mo ago First seen · 85 lines · 49 tokens per session scan A 6d0a8ed91204
multica-artifact-frontend is a skill published in the GitHub repository it235/multica-best-practices (212 stars, last pushed 1mo ago), licensed MIT. It adds 47 tokens to every session and 421 once invoked, about $0.0002 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 2026-09-07.
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