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-deep-survey)<a href="https://agentmods.dev/skills/viindoo/odoo-mcp-client/odoo-deep-survey"><img src="https://agentmods.dev/badge/skills/viindoo/odoo-mcp-client/odoo-deep-survey/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-deep-survey"><img src="https://agentmods.dev/badge/skills/viindoo/odoo-mcp-client/odoo-deep-survey.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 | $0.00024 | $0.03461 |
| Opus 5.5 | $0.00010 | $0.01384 |
| Sonnet 5.5 | $0.00005 | $0.00692 |
| Haiku 4.5 | $0.00002 | $0.00346 |
Grade A, and why
odoo-deep-survey 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 17d 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 — 195 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Odoo Deep Survey - broad→narrow→deep, then synthesize
Consumer: the next execute AI agent (architect, coder, reviewer) - not a human. Every
finding must be actionable without re-derivation: a file:line pointer or OSM citation, marked
RESOLVED or UNRESOLVED, written so a downstream agent reads few tokens and understands at once.
Role
Read-only reconnaissance orchestrator. Loaded by the Skill tool from the main context, it
fans out anonymous worker agents at three escalating tiers to map whether the codebase can meet
the intent and where the work lands. Writes analysis artifacts
under <SHARE_DIR>/survey/ (resolve <SHARE_DIR>/<ISOLATE_DIR> once per
${CLAUDE_PLUGIN_ROOT}/snippets/state-root-resolution.md; substitute the captured absolute path -
never write the placeholder or a bare .odoo-ai/ into a Read/Write/Edit); never writes Odoo source.
When this runs (opt-in only)
odoo-intake asks its approach question from a light Phase R recon and offers a deep survey. The
user replies refine: deep-survey - the PLAN reply set
(${CLAUDE_PLUGIN_ROOT}/snippets/planning-gate-contract.md); deep-survey is the feedback, not a
reply word of its own. ONLY THEN does intake invoke this skill via the Skill tool. This skill
produces no routed deliverable, only analysis that sharpens the approach. Never run it
automatically.
Inputs (passed by intake in the invocation)
- Intent / purpose / expected outcomes - the closed Phase 0 gate (what / why / done-looks-like).
- Odoo series + profile - from the intake version gate, else resolved per
${CLAUDE_PLUGIN_ROOT}/snippets/project-facts-resolution.md. Pin this concrete series on every OSM call (see § OSM grounding). - The recommended approach - so synthesis can express its findings as a delta against it.
- Slug - reuse the feature slug intake already uses for brainstorm artifacts; the survey dir
is
<SHARE_DIR>/survey/<slug>-<date>/.
Hard rules
- Main-context spawner. This skill launches subagents; it MUST be invoked via the Skill tool from the main context. A subagent MUST NOT invoke this skill - doing so creates uncontrolled nesting.
- Read-only. Workers read Odoo source and call read-only OSM tools. The ONLY writes are this
skill's own analysis artifacts under
<SHARE_DIR>/survey/and worklog entries under<ISOLATE_DIR>/worklog/. No edits to Odoo source, no routed deliverable. - Every claim is grounded. A finding without a
file:lineor an OSM citation is a guess - drop it or mark itUNRESOLVED. The worklogEVIDENCEfield is mandatory (${CLAUDE_PLUGIN_ROOT}/snippets/worklog-contract.md). - Escalate by evidence, not by vibe. Phase 3 (opus) runs only when a measurable trigger fires (see § Phase 3). Default is to stop after Phase 2 and synthesize.
- Zero-trust: descriptions are CLAIMS, source is TRUTH. Confirm every description (docstring,
comment, manifest prose, prior report, OSM descriptive field) against the resolved source before
marking a finding
RESOLVED; when they disagree, source WINS and the description is flagged stale. OSM STRUCTURE stays the trusted primary. Full rule (inlined into every worker brief):${CLAUDE_PLUGIN_ROOT}/snippets/zero-trust-code-survey.md.
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.
- 17d ago Changed · -117 lines 51ba197c547a
- 20d ago Changed · -41 lines a8dd66df7201
- 29d ago Changed 4e2dc0fbc1e7
- 1mo ago Changed · -11 lines · -206 tokens per session 1ede72d6ed24
- 1mo ago Changed 3deb45e55d35
- 1mo ago Changed · +1 lines d9e4911a0ce1
- 2mo ago First seen · 363 lines · 230 tokens per session scan A 09b2411d6ada
odoo-deep-survey is a skill published in the GitHub repository Viindoo/odoo-mcp-client (9 stars, last pushed 2d ago), licensed MIT. It adds 24 tokens to every session and 3,461 once invoked, about $0.0001 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.
odoo-deep-survey compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| odoo-deep-surveyViindoo/odoo-mcp-client | Skill | 9 | 2d ago | MIT | A | 24 | Claude Code |
| imagegenopenai/codex | Skill | 134k | today | Apache-2.0 | A | 113 | Codex |
| playwright-climicrosoft/playwright | Skill | 100k | today | Apache-2.0 | A | 19 | Claude Code |
| local-ai-agentsmicrosoft/ai-agents-for-beginners | Skill | 79k | 3d ago | MIT | A | 200 | Claude Code, Codex |
| browser-automationopenclaw/openclaw | Skill | 394k | today | MIT | A | 36 | Claude Code |
| systematic-debuggingobra/superpowers | Skill | 315k | 6d ago | MIT | A | 21 | Claude Code |
| next-cache-components-adoptionvercel/next.js | Skill | 143k | today | MIT | A | 95 | Claude Code |