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foundry-iq

foundry-iq is a skill for Claude Code from microsoft/GitHub-Copilot-for-Azure. It costs 119 tokens per session (787 once invoked), scanned A, original, no licence file.

A knowledge-base tool for making local files or cloud documents searchable and retrieving answers with citations. It can also create or diagnose knowledge bases and connect them to agents.

In plain words
What is it for?
Use it to index files, Azure Blob documents, or other supported sources; create or reuse a search service; diagnose knowledge bases; and retrieve cited information for an agent.
Why use it?
It removes the need to search documents manually or build this document-search setup from scratch. It also helps investigate unsupported connectors and problems with knowledge bases.

Skill for Claude Code ✓ vendor

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

Part of the foundry-iq-skills plugin — 1 skill shipped together

not rated 261repo +2 changed 24d ago A scan 119 tokens custom licence

Good fit Use it to index files, Azure Blob documents, or other supported sources; create or reuse a search service; diagnose knowledge bases; and retrieve cited information for an agent.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/microsoft/github-copilot-for-azure/foundry-iq
View source ↗ microsoft/GitHub-Copilot-for-Azure
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 microsoft/GitHub-Copilot-for-Azure --skill foundry-iq
Clone the repo
git clone --depth 1 https://github.com/microsoft/GitHub-Copilot-for-Azure

Made for: Claude Code.

Or install foundry-iq-skills, the plugin that ships this one along with the rest of its 1 skill.

Wrote 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.

agentmods badge for foundry-iq

README.md
[![agentmods](https://agentmods.dev/badge/skills/microsoft/github-copilot-for-azure/foundry-iq/github.svg)](https://agentmods.dev/skills/microsoft/github-copilot-for-azure/foundry-iq)
Your own site
<a href="https://agentmods.dev/skills/microsoft/github-copilot-for-azure/foundry-iq"><img src="https://agentmods.dev/badge/skills/microsoft/github-copilot-for-azure/foundry-iq/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.

agentmods 80×15 button for foundry-iq

Your own site · 80×15
<a href="https://agentmods.dev/skills/microsoft/github-copilot-for-azure/foundry-iq"><img src="https://agentmods.dev/badge/skills/microsoft/github-copilot-for-azure/foundry-iq.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 119 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 787 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.
Origin unknown 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 $0.00119 $0.00787
Opus 5.5 $0.00048 $0.00315
Sonnet 5.5 $0.00024 $0.00157
Haiku 4.5 $0.00012 $0.00079

Measured 24d ago against content hash 66e1e478e89a, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

foundry-iq 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 24d ago.

The scan reads SKILL.md. This mod also ships 40 executable files (helpers/_blob_observation.py, helpers/_blob_source_read.py, helpers/_bootstrap_io.py, …), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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/foundry-iq-skills/skills/foundry-iq/SKILL.md · 62 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

Files

What ships with it

60 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.

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. 24d ago Changed · +2 lines · +15 tokens per session 66e1e478e89a
  2. 1mo ago Changed 56da1d3540cc
  3. 1mo ago First seen · 60 lines · 104 tokens per session scan A 6dbc45440ac3

Subscribe to this mod's changes

foundry-iq is a skill published in the GitHub repository microsoft/GitHub-Copilot-for-Azure (261 stars, last pushed yesterday), with no licence file. It adds 119 tokens to every session and 787 once invoked, about $0.0005 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 2026-09-17.

Data and AIRAG and vectorsagent-skills
Related

foundry-iq compared with skills from other repositories

foundry-iq next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
foundry-iqmicrosoft/GitHub-Copilot-for-AzureSkill261yesterdaynoneA119Claude Code
embeddingsruvnet/rufloSkill81kyesterdayMITA62Claude Code
agent-platform-rag-engine-managementgoogle/skillsSkill22kyesterdayApache-2.0A85Claude Code, Codex
llm-app-patternsdavila7/claude-code-templatesSkill33kyesterdayMITA54Claude Code, Codex
9router-embeddingsdecolua/9routerSkill32k9d agoMITA66Claude Code, Codex
embedding-strategiesforyourhealth111-pixel/Vibe-SkillsSkill3.8k3d agoApache-2.0A37Claude Code, Codex
similarity-search-patternsforyourhealth111-pixel/Vibe-SkillsSkill3.8k3d agoApache-2.0A30Claude Code, Codex