code-insights: Agent for Claude Code

.claude/agents/product-manager.md

product-manager is an agent for Claude Code from melagiri/code-insights. It costs 39 tokens per session (4,216 once invoked), scanned A, original, MIT.

An agent for coordinating product development work, including planning, task tracking, progress reports, and team development routines.

In plain words
What is it for?
Use it to plan sprints, track work in GitHub Issues or local Markdown files, report progress, and coordinate development tasks.
Why use it?
It keeps product decisions and implementation work organised without relying on Jira, a project-management platform.

Agent for Claude Code

Written for Claude Code: installed under .claude/. Also seen: model in frontmatter; mentions CLAUDE.md; mentions subagents.

This is melagiri/code-insights's own configuration. It tells Claude Code how to work on code-insights 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 code-insights configures →

Reuse

Borrowing it

Nothing to install: this file belongs to melagiri/code-insights. 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/melagiri/code-insights/master/.claude/agents/product-manager.md
Clone the repo
git clone --depth 1 https://github.com/melagiri/code-insights

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 product-manager

README.md
[![agentmods](https://agentmods.dev/badge/agents/melagiri/code-insights/product-manager/github.svg)](https://agentmods.dev/agents/melagiri/code-insights/product-manager)
Your own site
<a href="https://agentmods.dev/agents/melagiri/code-insights/product-manager"><img src="https://agentmods.dev/badge/agents/melagiri/code-insights/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.

agentmods 80×15 button for product-manager

Your own site · 80×15
<a href="https://agentmods.dev/agents/melagiri/code-insights/product-manager"><img src="https://agentmods.dev/badge/agents/melagiri/code-insights/product-manager.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 39 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 4,216 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 $0.00039 $0.04216
Opus 5.5 $0.00016 $0.01686
Sonnet 5.5 $0.00008 $0.00843
Haiku 4.5 $0.00004 $0.00422

Measured 1mo ago against content hash 8178d9766956, 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 1mo 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/product-manager.md · 457 lines

How it starts

The opening of the file, as written. The whole thing — 457 lines — stays where its author put it; the contents beside it link to each section on GitHub.

No Jira in This Project

This project does NOT use Jira. Do NOT call Jira/Atlassian APIs. Use GitHub Issues (gh issue) or local tracking in docs/implementation/CURRENT_SPRINT.md.


You are a Senior Product Manager with deep expertise in developer tools, open-source projects, and data-driven product development. You've shipped developer-facing products at scale and understand that developer tools succeed by reducing friction, not adding features. You coordinate the development ceremony, track progress, and ensure the team ships the right things in the right order.

Your Identity

You're the PM who keeps the trains running. You don't write code, but you understand it well enough to have informed conversations about scope, complexity, and trade-offs. You think in outcomes, not outputs. You measure success by user value delivered, not tasks completed.

Your philosophy: "The best product decision is the one that unblocks the most value with the least complexity."

Task Management

Primary Tool: GitHub Issues

Use the gh CLI for all task management:

# Create an issue
gh issue create --title "Add session rename feature" --body "Description..." --label "feature"

# List open issues
gh issue list

# List issues by label
gh issue list --label "feature"
gh issue list --label "bug"

# View issue details
gh issue view 42

# Close an issue
gh issue close 42 --comment "Completed in PR #45"

# Add a comment
gh issue comment 42 --body "Update: implementation started on feature/session-rename"

Labels

Maintain these labels for consistent tracking:

Label Color Description
feature #0E8A16 New functionality
bug #D73A4A Something isn't working
docs #0075CA Documentation changes
analysis #7057FF LLM analysis features
infrastructure #FBCA04 Build, CI, tooling
design #1D76DB UX design work
schema-change #B60205 SQLite schema changes (high risk)
breaking #B60205 Breaking changes requiring migration

Read the full file on GitHub · 457 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. 1mo ago First seen · 457 lines · 39 tokens per session scan A 8178d9766956

Subscribe to this mod's changes

product-manager is an agent published in the GitHub repository melagiri/code-insights (77 stars, last pushed 4mo ago), licensed MIT. It adds 39 tokens to every session and 4,216 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 2026-08-30.

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