orchardcore-ai-memory-azureai

orchardcore-ai-memory-azureai is a skill for Claude Code from CrestApps/CrestApps.AgentSkills. It costs 140 tokens per session (1,604 once invoked), scanned A, original, MIT.

A guide for using Azure AI Search to index and search persistent AI memory in Orchard Core. Azure AI Search is Microsoft’s managed service for text and vector search.

In plain words
What is it for?
Use it to enable the Azure AI Search memory feature, create an index profile, select an embedding deployment, and configure secure Azure access.
Why use it?
It provides the search backend needed to retrieve relevant memories while keeping results limited to the authenticated user. It also covers index mappings and embedding dimensions.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the crestapps-orchardcore plugin — 94 skills shipped together

Good fit Use it to enable the Azure AI Search memory feature, create an index profile, select an embedding deployment, and configure secure Azure access.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/crestapps/crestapps.agentskills/orchardcore-ai-memory-azureai
Install

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.

Any agent
npx skills add CrestApps/CrestApps.AgentSkills --skill orchardcore-ai-memory-azureai
Clone the repo
git clone --depth 1 https://github.com/CrestApps/CrestApps.AgentSkills

Made for: Claude Code.

Or install crestapps-orchardcore, the plugin that ships this one along with the rest of its 94 skills.

Wrote this? Show the measurements

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README.md
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Per session 140 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,604 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00140 $0.01604
Opus 5.5 $0.00056 $0.00642
Sonnet 5.5 $0.00028 $0.00321
Haiku 4.5 $0.00014 $0.00160

Measured 15d ago against content hash a447063327fd, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

orchardcore-ai-memory-azureai 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 15d 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.

plugins/crestapps-orchardcore/skills/orchardcore-ai-memory-azureai/SKILL.md · 154 lines

How it starts

The opening of the file, as written. The whole thing — 154 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Configure Azure AI Search memory indexing

You are an Orchard Core expert. Configure Azure AI Search for persistent user-memory vector indexing and semantic retrieval. Maintain the strict authenticated-user filter and use the provider-managed profile mappings.

Guidelines

  • Enable the exact feature ID CrestApps.OrchardCore.AI.Memory.AzureAI.
  • Its manifest depends on CrestApps.OrchardCore.AI.Memory, OrchardCore.Indexing, and OrchardCore.AzureAI; the base AI Memory feature is enabled by dependency.
  • Create AI Memory (Azure AI Search) from Search → Indexing, select its embedding deployment, then choose it in Settings → Artificial Intelligence → Memory.
  • Memory remains authenticated-user scoped even though all users can occupy a shared external index.
  • The backend registers AzureAISearchMemoryVectorSearchService as a keyed IMemoryVectorSearchService using AzureAISearchConstants.ProviderName.
  • Install the package in the web or startup project and store Azure endpoint and credential configuration securely.
  • Do not use memory to retain secrets, tokens, private keys, payment data, or other sensitive user data.

Provider registrations

Registration Purpose
AIMemoryAzureAISearchIndexProfileHandler Creates, updates, and normalizes Azure Search memory mappings.
AIMemoryAzureAISearchDocumentIndexHandler Builds Azure index documents from persisted memory records.
AzureAISearchMemoryVectorSearchService Retrieves semantically similar memories for one user.
AddAzureAISearchIndexingSource Adds AI Memory (Azure AI Search) as an index source.

Enable the backend

{
  "steps": [
    {
      "name": "Feature",
      "enable": [
        "CrestApps.OrchardCore.AI",
        "CrestApps.OrchardCore.AI.Memory.AzureAI",
        "OrchardCore.AzureAI"
      ],
      "disable": []
    }
  ]
}

The base memory feature is dependency-only. Do not treat it as an independent standalone backend; enable this provider or the Elasticsearch provider alongside it.

Read the full file on GitHub · 154 lines

Changes

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.

  1. 15d ago Changed a447063327fd
  2. 2mo ago First seen · 154 lines · 140 tokens per session scan A bb5accd4d048

Subscribe to this mod's changes

orchardcore-ai-memory-azureai is a skill published in the GitHub repository CrestApps/CrestApps.AgentSkills (13 stars, last pushed 16d ago), licensed MIT. It adds 140 tokens to every session and 1,604 once invoked, about $0.0006 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 2026-09-03.

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