AI_PM plugin
A Korean-language Claude Code plugin and playbook for product managers: eight skills from interviews to PRDs and metrics.
- 59 ★ on the repository
- Last commit
Minimal access
Why this level
- The skills work with text and tables the user passes to the agent.
Install
- Works in
In your terminal, with SkillFoxx CLI
npx skillfoxx add plugins/ai-pmDetects the agents on your machine, shows the access level and pins the version.
Other ways to install
Access and checks
How we reviewMinimal accessThe tool runs nothing and makes no network calls.
- The skills work with text and tables the user passes to the agent.
This is third-party code. Review the repository files before installing.
What it does
AI_PM has two parts. The first is a hands-on playbook of eight sections and ten use cases in Korean on setting up Claude Code, `CLAUDE.md`, skills and hooks for a product manager's work. The second is the `ai-pm` plugin with eight skills: `prd-generator`, `discovery-synthesizer`, `competitor-battlecard`, `experiment-analyzer`, `kpi-card-builder`, `jtbd`, `opportunity-solution-tree` and `working-backwards`. The skills follow the cycle: exploring problems, defining a solution, delivery and growth. For example, `jtbd` restates customer requests as jobs people are trying to get done and marks conclusions without evidence as hypotheses. Sample data lives in `samples/`, and command and hook templates in `templates/`. The repository also has an interactive course: `/start` detects your level and guides you through a track.
Who it is for. Product managers who read Korean and want to build a workflow around Claude Code without writing code.
Good fit when
- After a batch of interviews you need to merge recurring problems into a map.
- You need a competitor battlecard built from a data table.
- You have to write a PRD using the working-backwards method with a press release.
- A/B test results need analysis and written conclusions.
Not a fit when
- You need skills in Russian or English.
- You are looking for a developer toolkit, not one for product managers.
- You plan commercial redistribution of the playbook materials.
Example request
Analyze samples/user-survey-results.csv with the jtbd skill and show job statements with hypotheses listed separately.Limitations
Skills and playbook are written in Korean with no Russian or English translation. The CC BY-NC 4.0 license forbids commercial use of the materials. The README sets models based on `claude-opus-4-8`, and results may differ on other models. Skills work on samples from `samples/` and pasted text and do not connect to your analytics systems or trackers. Decisions suggested by the results are made by a person: the project describes itself as a guide to context and process.
How to disable. Remove the plugin with `/plugin uninstall ai-pm@ai-pm` and the `ai-pm` marketplace from `/plugin`. A cloned repository is deleted as an ordinary folder.
FAQ
How do I install the plugin?
With two commands in Claude Code: `/plugin marketplace add kimsanguine/AI_PM` and `/plugin install ai-pm@ai-pm`.
Which skills are included?
Eight: PRD generator, interview synthesis, competitor battlecard, experiment analysis, KPI card, JTBD, opportunity solution tree and working backwards.
What does /start do?
It launches the interactive course: it detects your level and routes you to the `/start-1`, `/start-2` or `/start-3` track. It works when Claude Code is opened inside the cloned repository.
Can I use it at a company?
The CC BY-NC 4.0 license does not permit commercial use. For internal training, check the terms with the author.
Is there sample data?
Yes, `samples/` has A/B test results, competitor data and a user survey you can practice on.
Discussion
No questions or reviews yet.
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README in short
A Claude Code playbook for PMs and a plugin with eight skills for product methods. Materials are in Korean under a non-commercial license.