knowledge-retrieval

knowledge-retrieval is a skill for Claude Code, Codex from microsoft/Build26-BRK242-turn-your-agents-into-action-connect-tools-apis-and-documents. It costs 55 tokens per session (1,661 once invoked), scanned A, original, MIT.

A technical question-answering skill for field technicians working with fibre-optic networks. It covers procedures, safety, equipment specifications, installation standards, testing, and troubleshooting.

In plain words
What is it for?
Use it to answer questions about fusion splicing, aerial-work safety, OTDR testing, cable types, equipment, network layouts, and installation methods.
Why use it?
It helps technicians find relevant guidance without searching through separate manuals. This can reduce uncertainty during jobs involving fibre installation, testing, or repairs.

Skill for Claude CodeCodex ✓ vendor

Written for no agent in particular: nothing here depends on one.

Good fit Use it to answer questions about fusion splicing, aerial-work safety, OTDR testing, cable types, equipment, network layouts, and installation methods.

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Install with agentmods
npx agentmods add skills/microsoft/build26-brk242-turn-your-agents-into-action-connect-tools-apis-and-documents/knowledge-retrieval
About the project

microsoft/Build26-BRK242-turn-your-agents-into-action-connect-tools-apis-and-documents contains Microsoft Build 2026 session resources about connecting AI agents to tools, APIs, and documents through governed tool selection. It is intended for developers building agents that need efficient access to MCP servers, A2A, OpenAPI, connectors, built-in tools, and structured content from multimodal files. The catalogue add-ons are session instructions for exploring these agent-building patterns.

microsoft/Build26-BRK242-turn-your-agents-into-action-connect-tools-apis-and-documents · 10 stars · on GitHub · build.microsoft.com

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/Build26-BRK242-turn-your-agents-into-action-connect-tools-apis-and-documents --skill knowledge-retrieval
Clone the repo
git clone --depth 1 https://github.com/microsoft/Build26-BRK242-turn-your-agents-into-action-connect-tools-apis-and-documents

Made for: Claude Code, Codex.

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 knowledge-retrieval

README.md
[![agentmods](https://agentmods.dev/badge/skills/microsoft/build26-brk242-turn-your-agents-into-action-connect-tools-apis-and-documents/knowledge-retrieval/github.svg)](https://agentmods.dev/skills/microsoft/build26-brk242-turn-your-agents-into-action-connect-tools-apis-and-documents/knowledge-retrieval)
Your own site
<a href="https://agentmods.dev/skills/microsoft/build26-brk242-turn-your-agents-into-action-connect-tools-apis-and-documents/knowledge-retrieval"><img src="https://agentmods.dev/badge/skills/microsoft/build26-brk242-turn-your-agents-into-action-connect-tools-apis-and-documents/knowledge-retrieval/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 knowledge-retrieval

Your own site · 80×15
<a href="https://agentmods.dev/skills/microsoft/build26-brk242-turn-your-agents-into-action-connect-tools-apis-and-documents/knowledge-retrieval"><img src="https://agentmods.dev/badge/skills/microsoft/build26-brk242-turn-your-agents-into-action-connect-tools-apis-and-documents/knowledge-retrieval.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 55 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,661 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 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 $0.00055 $0.01661
Opus 5 $0.00028 $0.00830
Sonnet 5 $0.00011 $0.00332
Haiku 4.5 $0.00006 $0.00166

Measured 13d ago against content hash f4837ff0aa08, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

knowledge-retrieval 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 13d 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.

src/fibey/src/fibey/agent/skills/knowledge-retrieval/SKILL.md · 176 lines

How it starts

The opening of the file, as written. The whole thing — 176 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Knowledge Retrieval

Use this skill when the technician asks about procedures, safety, specifications, troubleshooting, or any technical guidance from the field operations knowledge base.

When to Use

  • "How do I perform a fusion splice?"
  • "What are the safety protocols for aerial work?"
  • "Troubleshoot high loss on an OTDR trace"
  • "What's the bend radius for single-mode fiber?"
  • "What are the installation standards for underground cable?"
  • "Compare single-mode vs multi-mode fiber"

Knowledge Base Contents

The knowledge base contains 8 reference documents:

  1. Fiber Splicing Procedures — fusion and mechanical splice techniques, preparation, verification
  2. Safety Protocols — PPE, aerial work, confined spaces, electrical, emergency procedures
  3. OTDR Testing Guide — setup, trace interpretation, acceptance thresholds, troubleshooting
  4. Cable Types Reference — single-mode, multi-mode, specs, applications, bend radius
  5. Equipment Specifications — splicers, OTDR units, cleavers, tools, calibration
  6. Installation Standards — underground, aerial, indoor, conduit, pull tension, routing
  7. Network Architecture — PON, point-to-point, FTTx, distribution, topology
  8. Troubleshooting Guide — loss, reflectance, breaks, macro-bends, connector issues

Tools Used by This Skill

This skill calls the knowledge_base tool (Foundry-managed Azure AI Search, no prefix).

  • Tool name: knowledge_base
  • Argument shape: {"query": "<natural-language question>"} (single query string — never search, q, or question).
  • Discovery: if knowledge_base is not already visible in your tool list, run tool_search({"query": "knowledge base", "limit": 10}) once. Tools returned by tool_search stay callable for the rest of the turn.

Step-by-Step Instructions

Step 1: Search the Knowledge Base

Call knowledge_base via call_tool exactly once with a clear query derived from the technician's question.

Question Pattern Query to Send
How to do X "procedure for {X}"
Safety for X "safety protocols for {X}"
Troubleshoot X "troubleshooting {X}"
Specs for X "specifications for {X}"
Multi-topic Send the full question as-is

Read the full file on GitHub · 176 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. 13d ago First seen · 176 lines · 55 tokens per session scan A f4837ff0aa08

Subscribe to this mod's changes

knowledge-retrieval is a skill published in the GitHub repository microsoft/Build26-BRK242-turn-your-agents-into-action-connect-tools-apis-and-documents (10 stars, last pushed 24d ago), licensed MIT. It adds 55 tokens to every session and 1,661 once invoked, about $0.0003 per session on Opus 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.

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