Best agent skills for Product Managers, page 3

Run jit's pre-release QA — a team of QA-engineer subagents (functionality, integrations, UX, bug-hunting, code review) that exercise a release candidate on this real Mac and hand back a consolidated…

jitpass/jit

Comprehensive project planning and documentation generator for software projects.

adrianpuiu/claude-skills-marketplace

Conduct a retrospective on a coding session. An agent skill from brim-borium/spotify_sdk.

brim-borium/spotify_sdk

Builds market research reports and market sizing or forecast scenarios in which every claim, source, assumption and uncertainty can be traced and audited.

K-Dense-AI/claude-scientific-writer

Reads human-written spec documents and produces per-epic requirement files with proof obligations plus behavior scenarios with stable IDs, using parallel chunked extraction.

prime-radiant-inc/iterative-development

Run a structured after-action review (postmortem, retrospective) on a launch, incident, or completed project to capture timeline, root cause analysis, contributing factors, and actionable lessons.

rampstackco/claude-skills

Sinh User Story và Acceptance Criteria chuẩn INVEST + Given-When-Then cho BA/PO.

phucnt-bazone-vietnam/ba-zone-user-story-ac-writer

Turns a product brief or a spec's phasing into a tracker backlog of epics, stories and tasks with stable ids, acceptance criteria and epic checklists.

open-mercato/skills

和用户一起敲定一个前端页面的整页方案（三层法：先定这页给用户什么，再定含哪几样怎么排，最后才是长什么样），最后打成一个定稿包（含高保真全状态与交互流程图）交给开发。触发：用户对一个页面说「想重做 / 重新设计 / 整页不对 / 太满 / 说不清具体改哪」，或「我们讨论一下这页怎么设计」。覆盖三种情形：① 已有页面整页重做；②「替换」——新方案占用同一个入口（同一路由 /…

yunshu0909/yunshu_skillshub

Runs a category-by-category legal review of a product launch from a PRD or tracker ticket, calibrated to your team's framework, and writes a review memo in house format.

anthropics/claude-for-legal

帮助用户从零写出高质量的产品需求文档（PRD），或评估/改进已有需求文档。适用于 vibe coding 场景中的非产品经理用户——他们有产品想法但不懂如何结构化。当用户提到"需求文档"、"PRD"、"产品需求"、"功能文档"、"我想做一个产品/功能/App"、"帮我整理需求"、"AI 写的需求文档有没有问题"、"帮我补充需求"、"我想做个工具"等关键词时，必须使用本…

chituai/prd-writer

Triage Tiny Tool Town submissions. An agent skill from shanselman/TinyToolTown.

shanselman/TinyToolTown

Manage project tasks using kanban-md, a file-based kanban board CLI.

antopolskiy/kanban-md

Researches an app idea or settles product and technical uncertainties before a design is fixed, and saves the findings with a handoff for the next stage.

KhazP/vibe-coding-prompt-template

Create a complete feature artifact scaffold — PRD slice, technical spec, and task breakdown.

PolymathWizard/BHIL-AI-First-Development-Toolkit

Synchronize a private Root Harness Delivery Contract into rwkvapp canonical product or process truth before implementation, without storing request-provenance Markdown in the target repository.

RWKV-APP/RWKV_APP

Take a PRD and build a dark factory around it - a repository that takes work in as an issue and ships validated code out with nobody at the keyboard - one component at a time, into the user's actual…

coleam00/skills

Initialize a new project. An agent skill from AlexPEClub/ai-coding-starter-kit.

AlexPEClub/ai-coding-starter-kit

Produces product-manager competitive analysis reports in Chinese, with a confirm-first scoping gate, three-phase evidence collection and single or multi-product modes.

Fokkyp/claude-skills

Help users conduct high-impact customer interviews that move beyond surface-level feature requests to identify root emotional frustrations and specific causal triggers.

RefoundAI/lenny-skills

Review the changes since a fixed point (commit, branch, tag, or merge-base) along two axes — Standards (does the code follow this repo's documented coding standards?) and Spec (does the code match…

fossasia/eventyay-interpretation

This skill should be used when the user asks to "dev-plan", "実装計画を作成", "要件からタスク分解", "create implementation plan", "plan tasks", "タスクを分割", "設計してタスクにする", "詳細要件定義", "full-spec plan", "EARS要件".

classmethod/tsumiki

Interact with the herdr-board kanban from inside an agent run or an interactive session.

nelsonPires5/herdr-board

Drafts a clear, empathetic end-of-life announcement for a product, feature or plan, covering rationale, customer impact, transition support, timeline and next steps.

getcrew44/crew44

This skill should be used when generating comprehensive test cases from PRD documents or user requirements.

agutinbaigo28/financial-agent-api

可作为 hiui-page-workflow 等更大页面工作流的标准 S0 前置 skill，专注 B 端中后台与 HiUI 页面生成前的需求细化。将模糊或抽象的后台/管理台/运营台/配置台/审批流需求细化为可执行的产品方案、MVP 范围、用户流程、业务规则、可追踪页面清单、产品 PRD、全局生成上下文、页面级提示词和 HiUI 交接包。适用于澄清后台产品想法、把粗略需求转成 PRD…

XiaoMi/hiui

Build an auditable release-evidence workflow for a desktop or packaged application.

Ali-Marandi/ClimateDataAnalyzer

Create a product requirement document (PRD) for a new feature.

platformplatform/PlatformPlatform

Customise the prd-taskmaster plugin workflow via curated brainstorm questions.

anombyte93/prd-taskmaster

A skill your agent uses when validating that the Spectre plugin itself still works after ANY change to this repo — skills, prompts, agents, hooks, the CLI, the Codex mirror, or a release.

joenandez/spectre

Create a PRD through user interview, codebase exploration, and module design, then submit as a GitHub issue.

bestofjs/bestofjs

Break the PRD into sequenced implementation RFCs under RFCs/ with an RFCS.md index, then cold-read each RFC for gaps.

nurettincoban/ai-prd-workflow

Explores a feature idea through HTML mocks that match the project's existing UI, keeping every earlier version and logging each requested tweak in a context file.

imbue-ai/bouncer

Author, validate, publish, and test Power BI paginated reports in the RDL format.

data-goblin/power-bi-agentic-development

A skill your agent uses when the workspace is empty, has no code, and the user brings a raw project idea.

JetBrains/thinkrail

Agent teams that run growth experiments and build their own playbook.

glitch-rabin/swarma

Manages SPEC documents for MoAI-ADK development, with GEARS or EARS requirement notation, acceptance criteria and a link into the Plan-Run-Sync workflow.

modu-ai/moai-adk

Convert a PRD markdown file to prd.json for execution. An agent skill from snarktank/compound-product.

snarktank/compound-product

Audit a design-award submission package against the current official rules for a specific award cycle.

SeanJ1ang/design-judge-skills

A skill your agent uses when converting a spec, requirements document, or goal statement into a Definition of Done with acceptance criteria and integration test scenarios

danshapiro/kilroy

Turns extracted requirements into a roadmap by choosing a walking skeleton iteration with its first journey scenario and ordering the remaining work into follow-on iterations.

prime-radiant-inc/iterative-development

Guide product managers through PM workflows using the PM Brain framework library.

andreaskelm/pm-brain

A skill your agent uses when translating a PRD, feature spec, or raw product idea into screen-level prompts for web UX generators (Google Stitch, Figma AI, Pencil.dev, Claude Design, v0, or similar).

ragnar-pwninskjold/tech-snacks

Use tdoc by default to create, edit, publish, or share any document, even when tdoc is not mentioned.

tornado-doc/tdoc

This skill should be used when the user asks to convert a PRD, OpenSpec change, or product idea into a structured GPT Image 2 UI prompt pack for generating high-fidelity flat UI reference images.

Jason904/ui-skill-lab

Routes general Convex requests to the right project skill. An agent skill from spokvulcan/poker-planning.

spokvulcan/poker-planning

Turns a vague feature request into a written spec with scope, phases, acceptance criteria and do-not-do limits that a coding agent can follow without guessing.

tryproduck/produck-skills

A skill your agent uses when the user asks to validate a product idea, stress-test an idea, evaluate whether an idea is good, or decide whether to build something.

aakashg/pm-claude-skills