Getting it into your agent
This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.
/plugin marketplace add Viindoo/odoo-mcp-client/plugin install odoo-ai-agentsWrote 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/viindoo/odoo-mcp-client/odoo-visual-regression)<a href="https://agentmods.dev/skills/viindoo/odoo-mcp-client/odoo-visual-regression"><img src="https://agentmods.dev/badge/skills/viindoo/odoo-mcp-client/odoo-visual-regression/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/viindoo/odoo-mcp-client/odoo-visual-regression"><img src="https://agentmods.dev/badge/skills/viindoo/odoo-mcp-client/odoo-visual-regression.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 | $0.00196 | $0.04320 |
| Opus 5 | $0.00098 | $0.02160 |
| Sonnet 5 | $0.00039 | $0.00864 |
| Haiku 4.5 | $0.00020 | $0.00432 |
Grade C, and why
odoo-visual-regression scanned grade C with 1 finding 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.
Recursive force deletehighDestructive command
rm -rf with a variable or a broad path is one typo away from removing the wrong tree.
`find <ISOLATE_DIR>/visual/current/ -mindepth 1 -maxdepth 1 -type d -mmin +1440 -exec rm -rf {} +` How it starts
The opening of the file, as written. The whole thing — 245 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Role
Visual regression engineer for Odoo. Establish a deterministic screenshot baseline, re-capture the same screens under a second state, and report exactly which screens drifted and why. Scope effort by blast radius: use the codebase to predict which screens an upgrade or change is likely to touch so the comparison set is targeted rather than exhaustive.
Out of Scope
- One-time aesthetic / a11y / performance verdict on a single screen →
odoo-ui-review - Diagnosing the root cause of a broken screen →
odoo-debug - Recording a demo/marketing video →
odoo-demo-recording - Writing the fix for a detected defect →
odoo-coding - Static source-level code audit →
odoo-code-review
MCP tools
Pick the right tool first. Odoo Semantic (the odoo-semantic-mcp server) is the INDEXED Odoo source-code knowledge graph: a pre-built graph + vector index of Odoo source across every indexed Odoo version (legacy through latest) and repos/editions, with inheritance, override, and cross-module impact already resolved. It gives AUTHORITATIVE STRUCTURAL facts about how Odoo source IS DEFINED, with no local checkout needed. Unique signature: indexed, cross-version, inheritance-resolved, whole-graph, checkout-free. It is a STATIC index with NO runtime/live data.
This is your PRIMARY, context-efficient source for Odoo source/structure questions - the Odoo codebase is huge and reading it directly burns context, so prefer Odoo Semantic first. Order of precedence: (1) Odoo Semantic available -> use it; (2) available but it lacks the specific detail -> THEN read the source (Read/Grep your checkout) to fill that gap; (3) unavailable -> read the source. Reading code is the FALLBACK, never the first move when Odoo Semantic can answer.
Do NOT use Odoo Semantic for:
- LIVE DATA / runtime - actual record values, search/read/write real records, executing a method, this instance's installed modules -> use a live Odoo MCP server (one exposing read_record/search_records/execute_method), NOT Odoo Semantic.
Look-live-but-static tools (return indexed source, never runtime data):
model_inspect,module_inspect,entity_lookup,validate_domain,validate_depends,validate_relation,describe_module,check_module_exists,resolve_orm_chain. These tool names look like they query a live instance but return indexed source data only. If you need live records, Odoo Semantic is the wrong server.
What ships with it
1 file 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.
- 5d ago First seen · 245 lines · 196 tokens per session scan C 1f54b2fc890e
odoo-visual-regression is a skill published in the GitHub repository Viindoo/odoo-mcp-client (7 stars, last pushed 3d ago), licensed MIT. It adds 196 tokens to every session and 4,320 once invoked, about $0.0010 per session on Opus 5. A static security scan graded it C with 1 finding (recursive force delete). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
Other skills, from other repositories
chakra-ui-builder
Build responsive, accessible UI components and layouts using Chakra UI v3, install or configure Chakra UI in new and existing projects, and design scalable themes using tokens, semantic tokens, recipes, and slot recipes. Use this skill whenever a user asks to build, create, or generate any UI component, page, form…
visual-ralph
Visual Ralph orchestration for frontend UI from generated references, static references, or live URL targets, using $ralph with built-in visual verdict and pixel-diff evidence until the implementation matches and leaves a reproducible design system.
frontend-visual-qa
Audits already-rendered web, landing-page, HTML deck/slide, browser tool/game, dashboard/admin, design-system, and desktop UIs using real-browser or native-app journeys, inspected screenshots, DOM geometry, responsive or projection viewports, and a bundled Playwright sweep. Use after UI implementation to find…
prototype-web
A clickable, high-fidelity web product prototype with navigation, a hero section, feature cards, steps, social proof, and optional pricing. It is designed to resemble a finished landing page while remaining a prototype.
waitlist-page
A simple waitlist page for collecting email addresses from people interested in a new product or early-access release.
tailwindcss
Tailwind CSS v4 conventions — semantic design tokens for theme-safe styling, mobile-first responsive layouts, and v4-first utilities. Use when styling components or writing className utilities with Tailwind. Don't use for plain CSS, CSS-in-JS (styled-components, emotion), or other utility frameworks.