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foundry-iq

Foundry IQ knowledge bases. WHEN: make local or Blob documents searchable; create/diagnose KBs; triage unsupported connectors or multi-source KB creation/reconfiguration; connect existing KB to agents (including multi-source KBs); create/reuse a Search service; retrieve from an existing knowledge ba…

Install / Use

npx skills add microsoft/skills --skill foundry-iq

Installs into whichever agent you are using.

About this skill
📄

SKILL.md

Installable skill definition

Quality Score

75/100

Supported Platforms

Universal

Our assessment of foundry-iq

foundry-iq scores 75/100 on our quality scale, 991st of 1,160 Content & Media skills we index.

Its SKILL.md is 3.5 KB long, lightly structured (1 heading) and no code examples: a solid amount of guidance for an agent.

With 3,051 GitHub stars, it is one of the more widely adopted skills in the catalogue.

Substance
26/30
Structure
5/20
Description
15/15
Adoption
15/20
Freshness
15/15

Maintenance, license and trust

  • The repository was last updated 8 days ago, so foundry-iq is actively maintained.
  • It is released under the MIT license, a permissive license that allows use, modification and commercial use with attribution.
  • Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.

foundry-iq compared with similar skills

All 4 of these similar skills score higher than foundry-iq; compare them before choosing.

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Frequently asked questions

How do I install foundry-iq?
Run npx skills add microsoft/skills --skill foundry-iq. The install tabs above show the steps for each supported agent.
Which AI agents does foundry-iq work with?
It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
Is foundry-iq safe to use?
It is MIT-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
Is foundry-iq still maintained?
The repository was last updated 8 days ago, so foundry-iq is actively maintained.

name: foundry-iq description: "Foundry IQ knowledge bases. WHEN: make local or Blob documents searchable; create/diagnose KBs; triage unsupported connectors or multi-source KB creation/reconfiguration; connect existing KB to agents (including multi-source KBs); create/reuse a Search service; retrieve from an existing knowledge base with citations; no brand words needed. Read its procedure before query/target questions. NOT: other KB providers, repository-file search, classic Azure AI Search index/query/app work, generic agent creation." license: MIT compatibility: Azure metadata: author: Microsoft version: "0.1.3"

Foundry IQ

Read one procedure before questions/actions; invocation is not a read. Read the owning procedure before blocked/unsupported responses too. Before mutation plans/approval, successfully read its required pre-action references, selected branches only. Do not reload successful reads. On failure, try only permitted bounded exact-path reads with any supported reader; never bypass restrictions or search broadly. If still unavailable: blocked: reference-unavailable, name missing references and inability to plan. Never invent requirements/plans. Failures first.

Cleanup and receipt-backed execution go directly to their lifecycle/producer owner; do not reopen Search intake, provisioning or hardening.

Before expensive service discovery, reuse supplied resource/intent; otherwise ask one early USE EXISTING / FIND CANDIDATES / CREATE NEW choice. Only FIND enumerates; supplied identity uses exact/minimum scoped resolution. CREATE checks its proposed name, not existing-service inventories. Preserve these answers across source/KB/CU/model handoffs; selection is not write approval.

Searchable docs: KB + validated retrieval. Confirm intent once; KS-only must be explicit. Child success is not KB completion. Unclear/compound/mode/completion: read.

Route by requested operation, not existing KB source count. Connecting an existing KB with two or more sources, without changing the KB, uses Connect. Read-only operations use their owning procedure and actual helper constraints; this does not add retrieval modes or supported source kinds. Explicit unsupported provisioning or multi-source KB creation/reconfiguration uses Diagnose and stops before discovery, even when connecting an agent is also requested. Do not silently execute only the supported part of a compound request. If existing-KB connection versus KB creation/reconfiguration is unclear, read intent-routing and clarify that scope before Azure discovery. Never infer KB mutation.

|Outcome|Read| |---|---| |Cleanup|Plan cleanup| | Failure/drift | Diagnose | | Unsupported connector provisioning / multi-source KB creation or reconfiguration | Diagnose | | Connect | Connect | | Read KB | Query | | Search only | Search | | File KS only | File | | Blob/ADLS KS only | Blob | | Searchable/KB | KB |

Generic agents: microsoft-foundry. Reads: no approval; approve unchanged plans before writes. Hide hashes. No Search/Storage keys, scope widening, guessed identity/boundaries, drift repair or joint cleanup/creation approval. Acceptance != success.

Related Skills

View on GitHub
GitHub Stars3.1k
CategoryContent
Updated8d ago
Forks349

Languages

TypeScript

Trust signals

100/100

From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.

No cautions
foundry-iq — Universal Skill: Install & Safety Check | SkillAgent