What is pm-human-writer?

An editor for product writing that preserves the author's voice, facts, and product judgment while removing patterns that make text sound AI-written.

Use it for product posts, memos, launch notes, strategy updates, requirements documents, emails, and executive summaries.

It gives you a cleaner draft without replacing your distinct style with generic corporate prose or inventing results and stories.

pm-human-writer — Plugin for Claude Code by Abhillashjadhav

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo

git clone --depth 1 https://github.com/Abhillashjadhav/AI-PM-essential-skills

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/plugins/abhillashjadhav/ai-pm-essential-skills/pm-human-writer/github.svg)](https://agentmods.dev/plugins/abhillashjadhav/ai-pm-essential-skills/pm-human-writer)

Your own site

<a href="https://agentmods.dev/plugins/abhillashjadhav/ai-pm-essential-skills/pm-human-writer"><img src="https://agentmods.dev/badge/plugins/abhillashjadhav/ai-pm-essential-skills/pm-human-writer/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/plugins/abhillashjadhav/ai-pm-essential-skills/pm-human-writer"><img src="https://agentmods.dev/badge/plugins/abhillashjadhav/ai-pm-essential-skills/pm-human-writer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session not measured What this adds to a session before it is invoked.

When invoked not measured The manifest loads nothing itself; its 1 skill cost 112 tokens a session between them.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin original No closer match found in the catalogue.

Security

Grade A, and why

pm-human-writer scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

pm-human-writer/.claude-plugin/plugin.json · 11 lines

What it actually says

{
  "name": "pm-human-writer",
  "version": "0.1.0",
  "description": "Voice-preserving editor for product writing. Removes recognisable AI-writing patterns, protects concrete facts and product judgment, and returns a clean draft plus named edits without turning the writer into generic polished prose.",
  "author": {
    "name": "Abhillash Jadhav",
    "url": "https://github.com/Abhillashjadhav"
  },
  "keywords": ["product-management", "writing", "editing", "ai-slop", "voice"]
}

Contents

What it installs

The manifest is a name and a version. 1 skill travel with it, and installing the plugin installs all of them — 112 tokens a session between them. Each is measured on its own page, and each can be installed alone.

Skill human-product-writer A 112 tokens

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

11d ago First seen · 11 lines scan A 00131494df9c

Subscribe to this mod's changes

pm-human-writer is a plugin published in the GitHub repository Abhillashjadhav/AI-PM-essential-skills (3 stars, last pushed 10d ago), licensed MIT. Its token cost is not measured: this kind of file is read by the harness, not the model. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Claude Code Writing and docs agent-skills ai-product-management automation evals mcp

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