2026-06-19站内改写5 min readUpdated: 2026-06-19

Open-source AI skills that make Claude/ChatGPT produce real work, eval-scored

pm-claude-skills is an open-source library of 174 professional SKILL.md files for AI assistants, covering 18 professions. Each skill is eval-verified to produce professional-grade output usable as a first draft. Includes workflow recipes, skill memory, and cross-tool compatibility.

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CHANGELOG.md

CODE_OF_CONDUCT.md

CONTRIBUTING.md

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ORCHESTRATION.md

QUICKSTART.md

README.md

ROADMAP.md

SECURITY.md

SKILL-AUTHORING-STANDARD.md

SKILL_REQUEST.md

TIERS.md

WORKFLOWS.md

package.json

skill-tiers.json

workflows.json

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Open-source Agent Skills (SKILL.md) + subagents + slash commands for every profession — one source, every AI coding tool.

⭐ If this saves you time, star the repo — it's the #1 way to help others find it.

PM stands for Professional, not just Product Management. 174 professional skills + 4 agent templates across 26 bundles covering 18 professions. Built for Claude Code — and now portable to ChatGPT, Gemini, and Hermes Agent. Built by a PM, used by everyone.

A community-built library of professional skills for every field — product management, engineering, customer success, marketing, social media, writers, design, legal, finance, HR, sales, operations, research, and more. Each skill is a structured SKILL.md file that teaches an AI assistant how to produce professional-grade outputs for your workflows. Skills run natively in Claude Code and Hermes Agent (same open SKILL.md standard), and ship as ready-to-paste exports for ChatGPT and Gemini — see Works With.

🆕 Latest release (v21.0.0 — Workflow Recipes, Eval-Verified Quality & a Smarter Playground): chain skills into workflow recipes, see eval-verified scores, install everywhere with one-line MCP, and a Playground with a skill recommender, a with/without Compare toggle, and shareable links. See the changelog.

▶ See it in action — try the live Skill Playground

👆 Pick any skill, fill a short form, and run it with your own key — no install required.

👋 New here? Start in 30 seconds

The problem: Ask any AI for a PRD, an exec update, or a launch plan and you get generic — plausible-sounding filler you still have to rewrite from scratch. The model doesn't know what "good" actually looks like for professional work.

What this fixes: Each skill is a battle-tested SKILL.md that teaches the AI the real structure, rigour, and judgement a senior professional uses — so the first draft is one you can ship, not one you have to redo.

Try these 5 first — no install needed, run them right in the live Playground:

Skill Give it… Get back…

📊 Executive Update messy progress notes a tight 250-word briefing for your CEO or board

📋 PRD Template a vague feature idea a structured PRD with scope, success metrics & risks

🎯 RICE Prioritisation a pile of backlog ideas a ranked, defensible priority list

🔭 Competitor Teardown "what are rivals up to?" a positioning map, feature gaps & strategy

📝 Meeting Notes a raw transcript decisions, owners & next steps

→ Want proof first? See real sample outputs from each skill. Like what you see? Install in 2 minutes · browse all 174 skills · ⭐ star the repo so others find it.

🔄 One library, the whole professional workflow

These 174 skills aren't a random catalog — they cover the full arc of professional work, end to end. Wherever you are in the loop, there's a skill for it:

DISCOVER → DECIDE → BUILD → SHIP → MEASURE → COMMUNICATE ────────── ────────── ────────── ────────── ────────── ───────────── frame the prioritise design & launch & track & report up problem, & spec the engineer release analyse & out research work the work the work results └────────────────────── feeds the next discovery ──────────────────────┘

Phase What you're doing Start with these skills

🔍 Discover Frame the problem, research, validate ambiguity-resolver · user-research-synthesis · competitive-analysis · discovery-interview-guide

🎯 Decide Prioritise, spec, set goals rice-prioritisation · prd-template · okr-builder · roadmap-narrative

🔨 Build Design & engineer the work technical-spec-template · design-critique · sprint-planning · architecture-decision-record

🚀 Ship Launch & release go-to-market · launch-readiness · product-launch-checklist · runbook-writer

📊 Measure Track outcomes & analyse metrics-framework · cohort-analysis · ab-test-planner · churn-analysis

📣 Communicate Report up and out executive-update · board-deck-narrative · stakeholder-update · qbr-deck

New here? Start with the top-tier skills, or jump straight to all 174 skills grouped by profession.

🧩 Workflow Recipes — chain skills into one flow

Individual skills are great. Chaining them is the superpower. A recipe runs several skills in sequence and passes each output forward as context — so a fuzzy idea comes out the other end as a finished, joined-up set of artifacts. No other skills library chains across professions like this.

/ship-a-feature "a referral program for B2B users"

ambiguity-resolver → prd-template → rice-prioritisation → roadmap-narrative → go-to-market frame the problem spec it prioritise it place on roadmap launch plan └──────────────── each stage's output feeds the next ────────────────┘

Recipe What it does Lifecycle

/ship-a-feature idea → PRD → priority → roadmap → launch plan Discover → Ship

/close-the-quarter metrics → churn → exec update → board deck Measure → Communicate

/launch-a-product competitors → positioning → GTM → checklist → press release Decide → Ship

/rescue-an-account health score → churn cause → escalation → renewal plan Measure → Communicate

/run-discovery frame → interview guide → synthesis → prioritise Discover → Decide

→ Full detail and how to add your own in WORKFLOWS.md. Recipes run as slash commands in Claude Code, or over MCP via the get_workflow tool.

🧠 Skill Memory — set your context once, every skill uses it

Generic output is the #1 complaint with AI. Skill Memory fixes it: tell the skills who you are once, and every skill and recipe produces output already tuned to your product, audience, and voice — no re-typing.

In Claude Code: run /setup-context (or copy templates/pm-context.example.md → pm-context.md). Skills read it as standing context.

In the Playground: fill the 🧠 Your context box — it's saved in your browser and prepended to every run.

Without context: "write an exec update" → generic, you rewrite it With context: "write an exec update" → your voice, your metrics, your audience — shippable on the first try

🤖 Run a skill from a GitHub comment (ChatOps)

This repo ships a Skill Bot: comment on any issue or PR and a skill runs and replies inline.

/skill executive-update Audience: CEO. Period: Q2. Shipped onboarding redesign; activation up; hiring behind plan.

The bot runs the skill and posts the result as a reply. /skill list shows usage. It's gated to repo collaborators (so random commenters can't trigger paid API calls) and needs an ANTHROPIC_API_KEY secret. Copy the workflow into your own repo to give your whole team skill-powered ChatOps.

✅ Eval-verified quality — not just quantity

Most skill libraries ask you to trust the count. This one is scored. An eval harness runs each skill against a held-out test case, then an LLM judge (Opus 4.8) rates the output on four dimensions — structure, completeness, usefulness, grounding — averaged across two models.

The flagship skills score consistently high (out of 5):

Skill Eval score Skill Eval score

prd-template 🟢 4.9 cs-health-scorecard 🟢 4.9

rice-prioritisation 🟢 4.9 sprint-planning 🟢 4.8

competitive-analysis 🟢 4.5 executive-summary 🟢 4.5

These scores show up as badges in the Playground and the 🏆 leaderboard. Coverage is expanding — run it yourself with node evals/run-evals.mjs (needs an API key). Honest note: 6 skills are eval-scored today; the rest are reviewed against the authoring standard but not yet auto-scored.

See the difference for yourself. The Playground's Compare toggle runs the same inputs with and without the skill, side by side — structured, shippable output on the left; generic mush on the right:

Contents

👋 New here? Start in 30 seconds

🔄 One library, the whole professional workflow

🧩 Workflow Recipes — chain skills into one flow

🧠 Skill Memory — set your context once

✅ Eval-verified quality

🚀 Quick Install

🔌 Works With — Cross-Tool Compatibility

🤖 Subagents & Slash Commands

🌐 Skill Playground — try any skill in your browser

📦 Plugin Directory

🤖 Building Blocks for Agent Templates

🏷️ Skill Tiers — start with the strongest

🗂️ All 174 Skills

📋 Changelog

🤝 Contributing

🔗 Related Projects

🚀 Quick Install (2 minutes)

Any tool, one command — via the pm-claude-skills npm package (Windows/macOS/Linux, needs Node):

npx pm-claude-skills add --agent claude # or: codex · cursor · hermes · openclaw

Or one-line MCP — make all 174 skills + 5 workflow recipes available in every session of any MCP client (Claude Code, Claude Desktop, Cursor, Windsurf), no per-file install:

claude mcp add pm-skills -- npx -y pm-claude-skills-mcp

Your assistant can then "search the skills for churn" or "run the ship-a-feature workflow" on demand. Details: mcp/README.md.

In Claude Code, run:

/plugin marketplace add mohitagw15856/pm-claude-skills

Or install by profession:

claude plugin install pm-essentials@pm-claude-skills # Core PM + Word tracked changes

claude plugin install pm-delivery@pm-claude-skills # Delivery + PowerPoint auditor

claude plugin install pm-engineering@pm-claude-skills # Engineering (35 skills) 🆕

claude plugin install pm-cs@pm-claude-skills # Customer Success 🆕

claude plugin install pm-data@pm-claude-skills # Data + chart data extractor

claude plugin install pm-legal@pm-claude-skills # Legal

claude plugin install pm-finance@pm-claude-skills # Finance

claude plugin install pm-hr@pm-claude-skills # HR

claude plugin install pm-sales@pm-claude-skills # Sales

claude plugin install pm-operations@pm-claude-skills # Operations

claude plugin install pm-research@pm-claude-skills # Research & Healthcare

claude plugin install pm-cross@pm-claude-skills # Cross-profession

claude plugin install pm-figma@pm-claude-skills # Figma

claude plugin install pm-social@pm-claude-skills # Social Media 🆕

claude plugin install pm-writers@pm-claude-skills # Writers & Content Creators 🆕

Or clone and symlink for auto-updates:

git clone https://github.com/mohitagw15856/pm-claude-skills.git ~/pm-claude-skills mkdir -p ~/.claude/skills ln -s ~/pm-claude-skills/skills/* ~/.claude/skills/

🔌 Works With — Cross-Tool Compatibility

These skills were built for Claude Code, but they aren't locked to it. Each SKILL.md is two portable parts: a small frontmatter block (name + description) and a markdown body that is just a well-structured set of instructions and output templates. The body is plain English — so it works anywhere a capable model reads instructions.

There are two kinds of support. Native SKILL.md agents read the file as-is and auto-discover skills from the description frontmatter. Other tools take the markdown body as a system prompt — for those we ship ready-made ex

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