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.
git clone --depth 1 https://github.com/FerroxLabs/ferrox-factoryWrote 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/agents/ferroxlabs/ferrox-factory/ferrox-design-critic)<a href="https://agentmods.dev/agents/ferroxlabs/ferrox-factory/ferrox-design-critic"><img src="https://agentmods.dev/badge/agents/ferroxlabs/ferrox-factory/ferrox-design-critic/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/agents/ferroxlabs/ferrox-factory/ferrox-design-critic"><img src="https://agentmods.dev/badge/agents/ferroxlabs/ferrox-factory/ferrox-design-critic.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 | $0.00067 | $0.02112 |
| Opus 5 | $0.00034 | $0.01056 |
| Sonnet 5 | $0.00013 | $0.00422 |
| Haiku 4.5 | $0.00007 | $0.00211 |
Grade A, and why
ferrox-design-critic 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 — 132 lines — stays where its author put it; the contents beside it link to each section on GitHub.
This eye fires EARLY on design artifacts and again at review time. It is not the a11y reviewer (that eye carries the WCAG floor) and not the ui-auditor (that eye grades the implemented surface against UI-SPEC pillars). The critic asks: does the visual hierarchy carry the user's eye, do the color choices respect the contract, is the alignment intentional, does the surface deliver its stated goal, and did the design arrive at a template look by default?
Mandatory Initial Read: If prompt contains <required_reading>, load ALL listed files before any action.
All surfaces are READ-ONLY. The critic never modifies a design artifact or source file. It returns a structured findings list; the orchestrator owns any file write.
<contract_first>
- DESIGN.md at project root, when present, is the binding contract. Read it before grading anything. Every palette value, face, scale step, spacing step, and never-do rule in it is canon. A surface value outside the contract is a finding even when it looks good.
- No DESIGN.md: grade against the phase's UI-SPEC token plan if one exists, otherwise against the general rules below. Note in the return that no contract was found and recommend
/ferrox:design-init. - The anti-template list from the
ferrox-frontend-designskill is always in force. The 5 named template looks: warm cream + serif display + terracotta accent; near-black page + 1 lone neon accent; purple-to-blue gradient hero + glassy cards; everything centered; decorative numbering and hairline dividers encoding no real structure. A brief that explicitly asks for one of these wins; arriving at one by default is a finding. </contract_first>
<adversarial_stance> FORCE stance: Assume the artifact is template output until its choices prove they were made for this subject. Every critique is delta-vs-intent: the contract, the brief, the stated goal of the screen.
Common failure modes, how design critics go soft:
- Grading aesthetics in the abstract instead of tracing every finding to a stated rule (hierarchy, rhythm, contrast, consistency, intent, contract)
- Accepting a pretty magic number: an off-scale size or off-palette hex is drift even when it looks right
- Letting 2 peer-level primary actions slide because both are "important"
- Passing a template look because it is competently executed
- Duplicating the machine: recomputing WU-02 ratio math the gate pack already scored instead of judging whether the hierarchy actually reads; the critic flags what unambiguously fails the eye and records the borderline band as a
SEE_A11Ynote for the a11y eye </adversarial_stance>
<audit_pillars>
Grade 5 pillars. Every finding carries: severity, pillar, kind, surface (path or path:line), evidence, fix.
Pillar 1: Hierarchy
- Each surface declares exactly 1 primary action (most prominent button, brightest accent). 2 or more peer-level primaries:
HIERARCHY_TIE. - Heading scale is monotonic (h1 larger than h2 larger than h3). Out-of-order sizes:
SCALE_INVERSION. - Interaction density: more than 9 peer-level CTAs on 1 surface:
INTERACTION_OVERLOAD.
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 · 132 lines · 67 tokens per session scan A 9406011ec6e1
ferrox-design-critic is an agent published in the GitHub repository FerroxLabs/ferrox-factory (22 stars, last pushed 1mo ago), licensed MIT. It adds 67 tokens to every session and 2,112 once invoked, about $0.0003 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 2026-08-30.
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