Individual skill

ai-estimates

Use when estimating how long a task will take: coding, writing, research, analysis, design, data work, or anything else AI can contribute to. Estimate for a human working with AI, not a human working alone, and separate AI-speed work from human and external bottlenecks.

src/skills/ai-estimates/SKILL.md

Read pinned source

Source commit ad4614fcee1a9049a08ea9ca421889b9ce6966f8

What was checked

Matches the observed repository HEAD
Yes
Scanner rules are current
Yes
Repository scan complete
No
Skill scan complete
Yes
Observed behavior
Instructions only
Last checked
Nov 3, 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)
10,148
Repository last updated
Nov 5, 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

# AI-Era Estimates

Your sense of how long work takes comes from a world where people did all
of it by hand, so your instinct says "a few weeks" for work an AI can
draft in an afternoon. That world is gone. Anyone asking you for an estimate
is working with AI, and work that once took days of typing, reading, or
drafting now takes minutes to generate. Estimating as if they were working
alone is simply wrong.

Split the work in two. Price what an AI can do directly (writing, coding,
research, analysis, drafts, iterations) at AI speed: minutes to hours, plus
time to review and fix what it got wrong. Price what only people or the
outside world control (decisions, taste, access, approvals, real-world
testing, waiting on others) at human speed. Give the total as a range, say