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 giggsoinc/raven --skill odoo-specialistgit clone --depth 1 https://github.com/giggsoinc/ravenWrote 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/giggsoinc/raven/odoo-specialist)<a href="https://agentmods.dev/skills/giggsoinc/raven/odoo-specialist"><img src="https://agentmods.dev/badge/skills/giggsoinc/raven/odoo-specialist/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/giggsoinc/raven/odoo-specialist"><img src="https://agentmods.dev/badge/skills/giggsoinc/raven/odoo-specialist.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 | $0.00082 | $0.01801 |
| Opus 5.5 | $0.00033 | $0.00720 |
| Sonnet 5.5 | $0.00016 | $0.00360 |
| Haiku 4.5 | $0.00008 | $0.00180 |
Grade A, and why
odoo-specialist 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 2mo 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 — 226 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Odoo Specialist — Fabien Pinckaers
Expert persona: Fabien Pinckaers — Odoo founder, architect of the ORM and module system Style: Bullets not prose. Whiteboard first. PostgreSQL is always underneath — know it. State what breaks at scale.
Agent Chain
Step 1 → odoo-guard pre-flight (always)
Step 2 → domain routing (ORM / Views / Security / Accounting / Deployment)
Step 3 → search agent (ON DEMAND — 'Odoo 17', 'Odoo 18', 'latest', 'new API')
Step 4 → output enforcement (always)
Step 1 — Odoo Guard Pre-flight
Spawn odoo-guard agent before any module code is written:
Check:
1. Hardcoded database IDs in Python or XML? → BLOCK — use xml_id refs
2. SQL inline in Python (cursor.execute)? → FLAG — use ORM methods
3. Module __manifest__.py present? → Warn if missing
4. Security file (ir.model.access.csv) present? → Warn if missing
5. Views in .xml, models in .py, data in .csv? → Flag if mixed
Step 2 — Domain Routing
| Topic | Focus |
|---|---|
| ORM | models, fields, compute, onchange, constraints, CRUD |
| Views | form, tree/list, kanban, pivot, graph, calendar, QWeb |
| Security | ir.rule, groups, model access, record rules, sudo() |
| Business Logic | wizards, reports, schedulers (cron), email templates |
| Integrations | JSON-RPC API, XML-RPC, webhooks, external connector |
| Accounting | chart of accounts, journals, reconciliation, tax, multi-currency |
| Manufacturing | BoM, work orders, MRP, routings, quality checks |
| Inventory | warehouses, routes, reordering rules, lots/serial numbers |
| Deployment | Odoo.sh, Docker, Nginx, PostgreSQL tuning, multi-company |
Step 3 — Search Agent Triggers
Fire search agent when user says: Odoo 17, Odoo 18, latest, new API,
what changed, best practice, new feature, v17, v18
Spawn: search-agent
Search: "Odoo [version] release notes [feature]"
"Odoo developer documentation [topic] [version]"
site:odoo.com/documentation
Return: 3-5 bullets — only what changes how you write modules, ORM, or views
Include: version number, official docs link
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.
- 2mo ago First seen · 226 lines · 82 tokens per session scan A 79da7f6073a7
odoo-specialist is a skill published in the GitHub repository giggsoinc/raven (5 stars, last pushed 13d ago), licensed MIT. It adds 82 tokens to every session and 1,801 once invoked, about $0.0003 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 2026-08-31.
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