For product managers

Deprecated — forwards to bmad-prd (validate intent). An agent skill from delorenj/mcp-server-trello.

delorenj/mcp-server-trello

Generate Feature Requirement Documents (FRDs) from codebase analysis.

EmeaAppGbb/spec2cloud

Generate a Product Requirements Document (PRD) from analyzed codebase extraction data.

EmeaAppGbb/spec2cloud

对CSV/Excel数据进行全面的统计描述、相关性分析和可视化；当用户需要数据分析、数据探索、统计摘要、特征分布分析或相关性分析时使用

Drchronx/ai-agent-research-starter-kit

Automatically analyze research datasets and generate publication-ready statistical tables, correlation figures, grouped comparison plots, and regression diagnostics.

Drchronx/ai-agent-research-starter-kit

Interactive feature development workflow from idea to implementation.

Microck/ordinary-claude-skills

A skill your agent uses when managing multiple initiatives across time horizons (now/next/later, H1/H2/H3), balancing risk vs return across portfolio, sizing and sequencing bets with dependencies…

Microck/ordinary-claude-skills

A skill your agent uses when 用户、产品经理或 PMS 需要判断一个需求是否清楚、是否值得接纳、接纳成本是否可信。

protect-my-hair/nucleus-marketplace

Refine a draft task specification into a fully planned, implementation-ready task with acceptance criteria, architecture, per-step sub-task files and verifiable phases

NeoLabHQ/context-engineering-kit

Checks a pull request against the acceptance criteria of its Jira issue by driving the deployed review environment with Playwright.

shopsys/shopsys

Plan, produce, launch, measure, optimize, and review integrated marketing campaigns.

rongxinzy/RongxinAI

Calculate and benchmark social media engagement rates across platforms and variants.

asgard-ai-platform/skills

Apply Blue Ocean Strategy to create uncontested market space through value innovation.

asgard-ai-platform/skills

Map and analyze the customer journey across Awareness, Consideration, Decision, Usage, and Advocacy stages.

asgard-ai-platform/skills

SME and family-business management for Taiwan's industrial structure (98% SME, 70%+ family-controlled listed).

asgard-ai-platform/skills

Apply platform economics to analyze network effects, solve chicken-and-egg problems, and design multi-sided platform pricing strategies.

asgard-ai-platform/skills

Design and conduct user research using interviews, focus groups, surveys, and field observation.

asgard-ai-platform/skills

Apply Jobs to Be Done (JTBD) framework to understand customer motivation through functional, emotional, and social jobs.

asgard-ai-platform/skills

Creates a complete product feature specification with acceptance criteria, scope, dependencies, and risks.

davepoon/buildwithclaude

Implements a feature from its specification. An agent skill from davepoon/buildwithclaude.

davepoon/buildwithclaude

A skill your agent uses when validating product assumptions before building, discovering unmet user needs, understanding customer problems and workflows, testing concepts or positioning, researching…

nicepkg/ai-workflow

Google Search Console indexing assistant. An agent skill from nicepkg/ai-workflow.

nicepkg/ai-workflow

This skill generates professional LinkedIn announcement text for intelligent textbooks by analyzing book metrics, chapter content, and learning resources to create engaging posts with key…

nicepkg/ai-workflow

A skill your agent uses when ranking backlogs, deciding what to do first based on effort vs impact (quick wins vs big bets), prioritizing feature roadmaps, triaging bugs or technical debt…

nicepkg/ai-workflow

A skill your agent uses when planning with fixed deadline or target outcome, working backward from future goal to present, defining milestones and dependencies, mapping critical path, identifying…

nicepkg/ai-workflow

Design a project-based learning brief with a driving question, milestones, and assessment criteria.

GarethManning/education-agent-skills

Expert framework for assessing and achieving product-market fit.

manojbajaj95/claude-gtm-plugin

Ralph Loop 기반 자율 개발 루프. An agent skill from jh941213/my-cc-harness.

jh941213/my-cc-harness

Ralph Loop 병렬 버전. An agent skill from jh941213/my-cc-harness.

jh941213/my-cc-harness

Write a behavior-focused product spec for a significant or ambiguous feature in this repository.

Terry-Mao/AICodingFlow

Unified codebase discovery across structure navigation, tech-stack detection, and documentation extraction.

rsmdt/the-startup

Requirement gathering techniques, stakeholder analysis, user story patterns, and specification validation.

rsmdt/the-startup

Create and validate product requirements documents (PRD). An agent skill from rsmdt/the-startup.

rsmdt/the-startup

Create and validate solution design documents (SDD). An agent skill from rsmdt/the-startup.

rsmdt/the-startup

User research and insight synthesis for interviews, usability testing, personas, journey mapping, and actionable product/design recommendations.

rsmdt/the-startup

Runs solo-maintainer release work end-to-end: release readiness review, notes, tags, GitHub release creation, deploy workflow dispatch, and post-release verification.

serithemage/serverless-openclaw

RELEASE-INDEX BUILDER — Sequence elaborated epics into specs/release-plan.yaml with WSJF ordering and BCP baselines.

danielvm-git/bigpowers

Link story IDs from specs/release-plan.yaml + epic capsule directories to the implementing code and tests.

danielvm-git/bigpowers

Start a browser-based dashboard that visualizes architecture, implementation plans, and project status.

danielvm-git/bigpowers

Generate an Architecture Review Board (ARB) presentation in Coco Inc's standard 11-slide format.

coco-research/coco

Generate templated stakeholder communications from project context.

coco-research/coco

Create or update a requested CompozyOS spec and its applicable companion contracts, reusing current decisions and research.

compozy/compozy

A skill your agent uses when reviewing my-pi-agent product or implementation intent before coding: PRD 互审、spec review、验收标准审查、需求文档找漏、implementation plan review、需求是否可验证、范围是否清晰。

skuramatata/my-pi-agent

A skill your agent uses when reviewing product or implementation intent before coding: PRD 互审、spec review、验收标准审查、需求文档找漏、implementation plan review、需求是否可验证、范围是否清晰。

skuramatata/my-pi-agent

Score a feature list using RICE (Reach, Impact, Confidence, Effort) and return a ranked table with recommendation.

hamzafarooq/claude-code-starter

Generate a sprint retrospective document from raw notes or observations.

hamzafarooq/claude-code-starter

Turn a list of user stories or backlog items into a prioritized 2-week sprint plan with effort estimates and capacity check.

hamzafarooq/claude-code-starter

Write a concise weekly or monthly stakeholder update from raw notes.

hamzafarooq/claude-code-starter