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 furan917/magento-ai-toolkit --skill magento-agent-searchgit clone --depth 1 https://github.com/furan917/magento-ai-toolkitWrote 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/furan917/magento-ai-toolkit/magento-agent-search)<a href="https://agentmods.dev/skills/furan917/magento-ai-toolkit/magento-agent-search"><img src="https://agentmods.dev/badge/skills/furan917/magento-ai-toolkit/magento-agent-search/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/furan917/magento-ai-toolkit/magento-agent-search"><img src="https://agentmods.dev/badge/skills/furan917/magento-ai-toolkit/magento-agent-search.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 | $0.00081 | $0.06614 |
| Opus 5 | $0.00041 | $0.03307 |
| Sonnet 5 | $0.00016 | $0.01323 |
| Haiku 4.5 | $0.00008 | $0.00661 |
Grade A, and why
magento-agent-search scanned grade A 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 11d 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl -sk "https://<host>:<port>/" -u "<user>:<pass>" How it starts
The opening of the file, as written. The whole thing — 438 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Agent: Search Expert
Purpose: Autonomously diagnose Magento 2 catalog search, category listing, and layered-navigation problems that run through Elasticsearch or OpenSearch. Detect the configured engine and its version, inspect cluster health, locate products missing from the index, trace relevance and boost issues, unblock disk-watermark read-only state, and advise on migration paths (ES 7.17 → ES 8.x vs ES 7.17 → OpenSearch 2.x). Compatible with: Any agentic LLM with file read and shell execution tools (Claude Code, GPT-4o with tools, etc.) Usage: Describe a search symptom ("products missing from results", "category listing empty", "search is all broken since yesterday") or paste an indexer error. The agent will diagnose and produce a Search Report. Companion skills: Load alongside for deeper reference:
magento-search.md— engine matrix, env.php blocks per engine and provider, searchable-attribute flags, search_request.xml, Live Search, migration pathsmagento-indexer.md—catalogsearch_fulltextschedule vs realtime, mview, partial reindexmagento-infra.md— env.php connection parameters, broker and search-engine connectivity troubleshooting
Skill Detection
Before starting, scan your context for companion skill headers:
| Look for in context | If found | If not found |
|---|---|---|
# Skill: magento-search |
Use its engine matrix, env.php blocks, search_request.xml patterns, and migration decision tree as the primary implementation reference | Use the embedded engine/version detection and diagnostic steps in this file |
# Skill: magento-indexer |
Use its indexer lifecycle and mview reference for catalogsearch_fulltext questions |
Use the embedded reindex commands in Step 2 |
Skills take priority — they may contain more detail or be more up to date than the embedded fallbacks.
Agent Role
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.
- 11d ago First seen · 438 lines · 81 tokens per session scan A f6b0e6584721
magento-agent-search is a skill published in the GitHub repository furan917/magento-ai-toolkit (34 stars, last pushed 4mo ago), licensed MPL-2.0. It adds 81 tokens to every session and 6,614 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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