Menu

Individual skill

delegate-to-ai

0upvotes

Decide what in your workload to hand to AI and what to keep yourself — like managing a fast, capable, but unreliable new hire — so you get leverage without offloading the things that need you. Use when asked what should I delegate to AI, what can AI take off my plate, where should I use AI in my work, or what should I keep doing myself. Produces a sort of your tasks into delegate-fully / delegate-with-review / keep-human, the reasoning behind each line, how to brief the AI on the delegated ones, and where your judgment is the actual value — a delegation map that frees your time without giving away your edge.

plugins/pm-ai-native/skills/delegate-to-ai/SKILL.md

Read pinned source

Source commit f7c90bc09ee05dc25cf257bdb1826f2c2552c2cb

What was checked

Matches the observed repository HEAD
Yes
Scanner rules are current
Yes
Repository scan complete
No
Skill scan complete
No
Observed behavior
Network or broad shell
Last checked
Nov 9, 2026

These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.

Install this skill

Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.

An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.

Repository context

Repository stars (not skill ratings)
1,539
Repository last updated
Nov 9, 2026
License
MIT

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

Files and excerpt

File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.

Browse files
Read excerpt

# Delegate to AI

The useful frame for AI is a new hire: fast, tireless, capable of a lot — and unreliable in specific ways, so you delegate deliberately and verify the important stuff. The mistake is either delegating nothing (no leverage) or delegating things that need your judgment (lost quality, lost edge). This sorts your actual workload into what to fully hand over, what to hand over *with review*, and what to keep — with the reasoning, so you free your time on purpose.

## What This Skill Produces

- **A three-way sort of your tasks** — 🟢 delegate fully (low-stakes, AI does it well) · 🟡 delegate with review (AI drafts, you approve) · 🔴 keep human (judgment, relationships, high-stakes)
- **The reasoning per line** — *why* each task landed where it did, so the map makes sense and you can adjust it
- **How to brief the delegated ones** — what the AI needs to do the handed-off tasks well (context, examples, the output you want)
- **Where your judgment is the value** — the tasks where *you* are the point, that delegating would hollow out
- **A time-back estimate** — a rough sense of what delegating frees up, so it's worth doing
- **A start-here pick** — the one or two tasks to delegate first to build the habit and trust

## Required Inputs
Back to top