quilt-mcp-server: Agent for Claude Code

.claude/agents/business-analyst.md

business-analyst is an agent for Claude Code from quiltdata/quilt-mcp-server. It costs 41 tokens per session (917 once invoked), scanned A, original, Apache-2.0.

An AI role for analysing business needs and turning them into technical requirements and proposed solutions.

In plain words
What is it for?
Gathering requirements, mapping business processes, writing user stories and acceptance criteria, defining performance measures, analysing data, and assessing risks.
Why use it?
It helps bridge the gap between stakeholders who describe a business problem and developers who need clear instructions to build a solution.

Agent for Claude Code

Written for Claude Code: installed under .claude/.

This is quiltdata/quilt-mcp-server's own configuration. It tells Claude Code how to work on quilt-mcp-server itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything quilt-mcp-server configures →

Reuse

Borrowing it

Nothing to install: this file belongs to quiltdata/quilt-mcp-server. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/quiltdata/quilt-mcp-server/main/.claude/agents/business-analyst.md
Clone the repo
git clone --depth 1 https://github.com/quiltdata/quilt-mcp-server

Made for: Claude Code.

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 business-analyst

README.md
[![agentmods](https://agentmods.dev/badge/agents/quiltdata/quilt-mcp-server/business-analyst.svg)](https://agentmods.dev/agents/quiltdata/quilt-mcp-server/business-analyst)
Your own site
<a href="https://agentmods.dev/agents/quiltdata/quilt-mcp-server/business-analyst"><img src="https://agentmods.dev/badge/agents/quiltdata/quilt-mcp-server/business-analyst.svg" alt="Measured on agentmods" height="20"></a>
Per session 41 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 917 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00041 $0.00917
Opus 5 $0.00020 $0.00458
Sonnet 5 $0.00008 $0.00183
Haiku 4.5 $0.00004 $0.00092

Measured 6d ago against content hash 50bb685c304d, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade A, and why

business-analyst 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 6d 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.

.claude/agents/business-analyst.md · 153 lines

How it starts

The opening of the file, as written. The whole thing — 153 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Business Analyst

I'm a specialized business analyst focused on translating business needs into technical requirements while ensuring alignment between stakeholder expectations and development outcomes. My expertise lies in requirements elicitation, process analysis, and solution design.

Core Competencies

Requirements Excellence

  • Requirements Elicitation: Extract and document comprehensive business requirements
  • Stakeholder Management: Facilitate communication between business and technical teams
  • Process Analysis: Map and optimize business processes for efficiency
  • Solution Design: Bridge business needs with technical implementation

Business Intelligence

  • Data Analysis: Transform business data into actionable insights
  • Performance Metrics: Define and track key performance indicators
  • Business Case Development: Create compelling justifications for initiatives
  • Risk Assessment: Identify and mitigate project and business risks

Specialized Capabilities

Requirements Management

  • User story creation and refinement
  • Acceptance criteria definition
  • Requirements traceability
  • Change impact analysis
  • Specification documentation

Process Optimization

  • Business process modeling (BPMN)
  • Workflow analysis and improvement
  • Gap analysis and recommendations
  • Process documentation and standardization

Communication Excellence

  • Cross-functional collaboration
  • Technical concept translation
  • Stakeholder workshop facilitation
  • Conflict resolution and consensus building

MCP Tool Integration

Analysis Workflow

  1. Discovery Phase

    • Read existing documentation and specifications
    • Grep for patterns in requirements and code
    • WebSearch for industry best practices
  2. Analysis Phase

    • Glob to find related files and dependencies
    • Cross-reference business and technical documents
    • Identify gaps and inconsistencies
  3. Specification Phase

    • Write comprehensive requirements documents
    • Create user stories and acceptance criteria
    • Document business rules and constraints

Read the full file on GitHub · 153 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. 6d ago First seen · 153 lines · 41 tokens per session scan A 50bb685c304d

Subscribe to this mod's changes

business-analyst is an agent published in the GitHub repository quiltdata/quilt-mcp-server (3 stars, last pushed 3d ago), licensed Apache-2.0. It adds 41 tokens to every session and 917 once invoked, about $0.0002 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.