Agent skill

One Step Better AI Pm

by menkesu in menkesu/awesome-pm-skills

Get one actionable improvement for your AI product based on the latest GenAI PM briefs.

Custom licenceAuto-check passedAI & LLM Engineering

Install One Step Better AI Pm

skills CLI
$ npx skills add menkesu/awesome-pm-skills --skill one-step-better-ai-pm -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install menkesu/awesome-pm-skills one-step-better-ai-pm --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/menkesu/awesome-pm-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/extras/one-step-better-ai-pm .claude/skills/one-step-better-ai-pm && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
one-step-better-ai-pm
GitHub stars
434
Token cost
~1.8k tokens
SKILL.md length
910 words
Files
1
Skills in repo
25
Repo updated
First seen
Licence
Custom licence

At a glance

Get one actionable improvement for your AI product based on the latest GenAI PM briefs.

  • Works in 5 steps: Fetch the Latest Briefs → Build a Repo Profile → Match, Rank, and Present (Approval Gate) → …
  • The user wants to improve their AI product
  • SKILL.md covers Prerequisites, Workflow and Guidelines
  • Reaches genaipm.com

What it does

One Step Better AI Pm is an agent skill from menkesu/awesome-pm-skills. Get one actionable improvement for your AI product based on the latest GenAI PM briefs. Fetch the last 5 days of curated AI PM insights from genaipm.com, analyze the current repo/project, find synergy between trending topics and the user's work, then research the source material and apply a concrete improvement. Use when the user wants to improve their AI product, get coaching on AI PM best practices, apply the latest industry insights to their codebase, or run "/one-step-better-ai-pm". Requires a GenAI PM…

Its SKILL.md is about 1.8k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in AI & LLM Engineering. The repository describes itself as: Product management workflows grounded in Lenny's Podcast, for Claude Code, Codex, and Cursor.

When your agent uses it

  • The user wants to improve their AI product
  • Get coaching on AI PM best practices
  • Apply the latest industry insights to their codebase
  • Run /one-step-better-ai-pm

Example prompts

  • “/one-step-better-ai-pm”
  • “/one-step-better-ai-pm”

Requirements

  • Python 3

Workflow steps

5 steps, taken from the step headings in SKILL.md.

  1. Fetch the Latest Briefs
  2. Build a Repo Profile
  3. Match, Rank, and Present (Approval Gate)
  4. Deep Research & Apply
  5. Track Progress

What it can do on your machine

Read from SKILL.md and the folder at commit c1b6e2d. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are json).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • genaipm.com

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

One Step Better AI Pm loads about 1.8k tokens when it runs. Until then it costs about 151 tokens; SKILL.md has 910 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~151
When it runs · the whole SKILL.md, loaded when a task matches
~1.8k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 910 words (~1,804 tokens).

“Get 1% better at AI product management every day. Pull the latest curated insights from GenAI PM, find what applies to the current project, and apply one concrete improvement.”

— opening of SKILL.md by menkesu, Custom licence
name
one-step-better-ai-pm

Read the full SKILL.md on GitHub

Files

Just SKILL.md in extras/one-step-better-ai-pm of menkesu/awesome-pm-skills.

Open the folder on GitHubat commit c1b6e2d

Compare with similar skills

One Step Better AI Pm next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

One Step Better AI Pm compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
One Step Better AI Pm this skillmenkesu/awesome-pm-skills434—~1.8kAutomated safety check: PassCustom licence
Agent BuildershareAI-lab/learn-claude-code78k4 repos~1.2kAutomated safety check: PassMIT
Add Uint Supportpytorch/pytorch104k2 repos~2.3kAutomated safety check: PassCustom licence
LLM Benchmarking with lm-evaluation-harnessOrchestra-Research/AI-Research-SKILLs13k8 repos~3kAutomated safety check: PassMIT
Segment Anything Model GuideOrchestra-Research/AI-Research-SKILLs13k8 repos~3.3kAutomated safety check: PassMIT
1passwordtrpc-group/trpc-agent-go1.9k14 repos~656Automated safety check: PassApache-2.0

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Questions about One Step Better AI Pm

What does One Step Better AI Pm do?

Get one actionable improvement for your AI product based on the latest GenAI PM briefs. One Step Better AI Pm is an agent skill from menkesu/awesome-pm-skills. Get one actionable improvement for your AI product based on the latest GenAI PM briefs.

When should I use One Step Better AI Pm?

One Step Better AI Pm fits situations like: the user wants to improve their AI product; get coaching on AI PM best practices; apply the latest industry insights to their codebase; run /one-step-better-ai-pm.

How do I install One Step Better AI Pm in Claude Code?

Run `npx skills add menkesu/awesome-pm-skills --skill one-step-better-ai-pm -a claude-code`. Or copy the skill folder (extras/one-step-better-ai-pm in menkesu/awesome-pm-skills) into .claude/skills/one-step-better-ai-pm in your project. Claude Code loads it when a task matches its description.

How do I install One Step Better AI Pm in Codex?

Run `npx skills add menkesu/awesome-pm-skills --skill one-step-better-ai-pm -a codex`. Or copy the skill folder (extras/one-step-better-ai-pm in menkesu/awesome-pm-skills) into .agents/skills/one-step-better-ai-pm in your project. Codex loads it when a task matches its description.

Can I use One Step Better AI Pm in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add menkesu/awesome-pm-skills --skill one-step-better-ai-pm -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/one-step-better-ai-pm, .gemini/skills/one-step-better-ai-pm, .github/skills/one-step-better-ai-pm and .opencode/skills/one-step-better-ai-pm in your project.

What does One Step Better AI Pm need to run?

SKILL.md names no scripts, command-line tools or credentials: One Step Better AI Pm is instructions for the agent only. Our summary lists: Python 3.

Does One Step Better AI Pm access the network?

SKILL.md names 1 domain. In commands or code: genaipm.com; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.

Is One Step Better AI Pm safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does One Step Better AI Pm use?

One Step Better AI Pm has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does One Step Better AI Pm use?

About 1.8k tokens (SKILL.md is roughly 7.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to One Step Better AI Pm?

Skills that share tags, products or a category with One Step Better AI Pm: Agent Builder (shareAI-lab/learn-claude-code, 78k stars), Add Uint Support (pytorch/pytorch, 104k stars), LLM Benchmarking with lm-evaluation-harness (Orchestra-Research/AI-Research-SKILLs, 13k stars) and Segment Anything Model Guide (Orchestra-Research/AI-Research-SKILLs, 13k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains One Step Better AI Pm?

menkesu (a GitHub user) maintains it in menkesu/awesome-pm-skills, which has 434 GitHub stars. The repository holds 25 skills in this directory. The repository was last updated on October 6, 2026.

Source: menkesu/awesome-pm-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.