01
Give it something to do.
Pick one task and what success looks like. Your agent helps set up the harness, model, and access.
Small frictions. Better products.
Even agents
need a good
first day.
Meet your product’s next user. AJX watches a fresh agent try a real task, finds the bumps in the road, and shows you what to fix.
One prompt installs the CLI + skill. You bring the project.
A small export. A few detours.Fictional demo
“Export 100 records to CSV.”
A clear task. A result we can verify. Let’s see what happens.
Export or dump? Hmm.
Two commands sound right. The help doesn’t explain which one writes CSV.
The quick start has a wrong turn.
The documented --out flag fails. A help lookup reveals
--output.
A happy ending. Three useful asks.
The CSV passes verification. The detours show how to make the next attempt easier.
Click a stop. Every detour has a story.
Follow the forks ⑂Spot the roadblocks !Understand the waits ◷Keep the delights ✳
A fresh pair of… agents?
A tiny test run.
A lot to learn.
Just like watching someone use your product for the first time. With a repeatable task, an inspectable trace, and fewer guesses.
02
Let a fresh agent explore.
The worker tries your product. AJX records the journey, including the little things a pass/fail result misses.
03
Make the next try easier.
Read the asks, inspect the evidence, and choose what to improve. Repeat across harnesses when you’re ready.
Less “something went wrong.”
More “here’s
what to fix.”
Every product ask points back to the journey. Your team gets the context, the consequence, and a way to check the fix.
AJX / Demo Export CLIFictional sample report
01of 3 asks
Start here
Make the quick-start
Make the quick-start
command actually run.
The docs say --out. The CLI expects --output.
The
agent had to fail once to find out.
↗A small fix.
A nicer start.
A nicer start.
What to change
A copyable export command with the supported flag.
How to verify
Run the example. Confirm a CSV with 100 data rows.
Follow the evidenceE-003 → E-004 → E-005 ↗
✳ Your product’s turn
Bring a project.
Send your agent
on a field trip.
Paste this prompt into your agent from your project folder. It installs the AJX CLI and skill, checks your setup, and helps plan a small first attempt.
- ✓ macOS or Linux and a skill-capable agent
- ✓ A supported worker CLI, installed and signed in
- ✓ One small task — your agent can help choose it
One quick check before takeoff.
Review the task, success check, access, and model costs before the worker runs. Then open your report and journey.
Codex · Claude Code · Kiro CLI
AJX skills work with compatible Agent Skills hosts.
Paste this into your agent
Install the latest stable AJX CLI and skill by following https://raw.githubusercontent.com/royosherove/ajx/main/docs/AGENT-QUICKSTART.md Then load the installed AJX skill. I want to use AJX to test jq. Starting point: https://jqlang.org/manual/ Task: Filter a sample JSON inventory to in-stock items and export their names and prices as CSV. Prepare any tools, generated sample data, and local test server needed in a temporary workspace. Use the AJX skill to run one trial with a fresh agent, verify the result, and show me the report and journey.
Try an example. No project needed.CLI + skill installed together
Prefer a terminal? Install the CLI + skill yourself.
bash -o pipefail -c 'curl -fsSL https://github.com/royosherove/ajx/releases/latest/download/install.sh | bash' && export PATH="$HOME/.local/bin:$PATH"
macOS or Linux. The installer includes the skill. Your agent can read it directly; start a fresh session if the host needs one to discover /ajx. No GitHub login required.
The CLI and skill arrive together. No Go toolchain.
No GitHub login. Just your next
useful experiment.