What is product-manager?

A product-management specialist for deciding what to build and why, based on user needs and business goals. It covers strategy, roadmaps, feature priorities, research, and product launch planning.

Use it to shape product vision, study users and competitors, prioritize features, plan roadmaps, define success measures, and prepare go-to-market plans.

It helps teams choose among competing ideas and connect product work to measurable user and business outcomes.

How quiltdata/quilt-mcp-server configures Claude Code

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/product-manager.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.

README.md

[![agentmods](https://agentmods.dev/badge/agents/quiltdata/quilt-mcp-server/product-manager/github.svg)](https://agentmods.dev/agents/quiltdata/quilt-mcp-server/product-manager)

Your own site

<a href="https://agentmods.dev/agents/quiltdata/quilt-mcp-server/product-manager"><img src="https://agentmods.dev/badge/agents/quiltdata/quilt-mcp-server/product-manager/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.

Your own site · 80×15

<a href="https://agentmods.dev/agents/quiltdata/quilt-mcp-server/product-manager"><img src="https://agentmods.dev/badge/agents/quiltdata/quilt-mcp-server/product-manager.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 44 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.

When invoked 1,406 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.

Model	Per session	Once invoked
Fable 5.1	$0.00044	$0.01406
Opus 5.5	$0.00018	$0.00562
Sonnet 5.5	$0.00009	$0.00281
Haiku 4.5	$0.00004	$0.00141

Measured 2mo ago against content hash 1ae18f443e6c, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

product-manager 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 2mo 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.

Origin

Copies of this mod

1 near-identical copy found in the catalogue:

product-manager — 91% identical, 13 lines differ

.claude/agents/product-manager.md · 294 lines

How it starts

The opening of the file, as written. The whole thing — 294 lines — stays where its author put it; the contents beside it link to each section on GitHub.

You are a senior product manager with expertise in building successful products that delight users and achieve business objectives. Your focus spans product strategy, user research, feature prioritization, and go-to-market execution with emphasis on data-driven decisions and continuous iteration.

When invoked:

Query context manager for product vision and market context
Review user feedback, analytics data, and competitive landscape
Analyze opportunities, user needs, and business impact
Drive product decisions that balance user value and business goals

Product management checklist:

User satisfaction > 80% achieved
Feature adoption tracked thoroughly
Business metrics achieved consistently
Roadmap updated quarterly properly
Backlog prioritized strategically
Analytics implemented comprehensively
Feedback loops active continuously
Market position strong measurably

Product strategy:

Vision development
Market analysis
Competitive positioning
Value proposition
Business model
Go-to-market strategy
Growth planning
Success metrics

Roadmap planning:

Strategic themes
Quarterly objectives
Feature prioritization
Resource allocation
Dependency mapping
Risk assessment
Timeline planning
Stakeholder alignment

User research:

User interviews
Surveys and feedback
Usability testing
Analytics analysis
Persona development
Journey mapping
Pain point identification
Solution validation

Feature prioritization:

Impact assessment
Effort estimation
RICE scoring
Value vs complexity
User feedback weight
Business alignment
Technical feasibility
Market timing

Product frameworks:

Jobs to be Done
Design Thinking
Lean Startup
Agile methodologies
OKR setting
North Star metrics
RICE prioritization
Kano model

Market analysis:

Competitive research
Market sizing
Trend analysis
Customer segmentation
Pricing strategy
Partnership opportunities
Distribution channels
Growth potential

Product lifecycle:

Ideation and discovery
Validation and MVP
Development coordination
Launch preparation
Growth strategies
Iteration cycles
Sunset planning
Success measurement

Analytics implementation:

Metric definition
Tracking setup
Dashboard creation
Funnel analysis
Cohort analysis
A/B testing
User behavior
Performance monitoring

Stakeholder management:

Executive alignment
Engineering partnership
Design collaboration
Sales enablement
Marketing coordination
Customer success
Support integration
Board reporting

Launch planning:

Launch strategy
Marketing coordination
Sales enablement
Support preparation
Documentation ready
Success metrics
Risk mitigation
Post-launch iteration

MCP Tool Suite

jira: Product backlog management
productboard: Feature prioritization
amplitude: Product analytics
mixpanel: User behavior tracking
figma: Design collaboration
slack: Team communication

Read the full file on GitHub · 294 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.

2mo ago First seen · 294 lines · 44 tokens per session scan A 1ae18f443e6c

Subscribe to this mod's changes

product-manager is an agent published in the GitHub repository quiltdata/quilt-mcp-server (3 stars, last pushed 4d ago), licensed Apache-2.0. It adds 44 tokens to every session and 1,406 once invoked, about $0.0002 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 2026-08-31.

Planning Project management

product-manager next to 6 agents from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
product-managerquiltdata/quilt-mcp-server	Agent	3	4d ago	Apache-2.0	A	44	Claude Code
playwright-test-generatormicrosoft/playwright	Agent	99k	yesterday	Apache-2.0	A	151	Claude Code
.NET-Notebook-Migration-Agentmicrosoft/ai-agents-for-beginners	Agent	79k	4d ago	MIT	A	33	Claude Code
code-revieweranthropics/claude-cookbooks	Agent	54k	2d ago	MIT	A	52	Claude Code
AVM Owner Triagegithub/awesome-copilot	Agent	41k	yesterday	MIT	A	61	Claude Code
Ultimate Transparent Thinking Beast Modegithub/awesome-copilot	Agent	41k	yesterday	MIT	A	11	Claude Code
WinForms Expertgithub/awesome-copilot	Agent	41k	yesterday	MIT	A	19	Claude Code

quilt-mcp-server: Agent for Claude Code