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Ponytail or /simplify:
prevent or clean up.
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Both tools advertise leaner code. But they intervene at different points in the workflow.
Ponytail is a skill that asks, right while the code is being written, whether it's even
needed at all. /simplify is a Claude Code command that comes afterward and
cleans up the finished diff. I built the same task for PlantWiz three times to see what
that actually means in practice.
The mix-up is understandable, because both tools use the same word: "simplify." Ponytail is
a short checklist an agent runs through before writing: does this already exist?
Does a standard function cover it? Is it even needed? /simplify, on the other
hand, is a review command that looks at the resulting diff after writing and
searches for reuse, redundancy, and unnecessary complexity. One question comes before
building, one after, and despite sharing the same goal, they lead to very different results.
/simplify. These numbers are a case study, not a
general benchmark.
Same task, very different impact on line count
Baseline: 173 new/changed lines with no extra tool. The bars show the reduction relative to this baseline.
That number alone is misleading. In my measurement, /simplify did solid work,
just at a different point than Ponytail, as the next section shows.
The test task
A ticket, as terse as everyday tickets usually are: "Sorting for the plant list: users
should be able to sort the plants in their garden by name, planting date, or location."
Deliberately an open task with no technical spec, so both tools would have something to do.
PlantWiz had no code for this yet, but there was already an existing sorting pattern in the
same file (Sidebar.vue, which lists a garden's plants grouped by bed) and an
existing test for it.
| Variant | Files | Lines | Characters (new code) |
|---|---|---|---|
| No tool (baseline) | 4 | 173 | 6,072 |
| With Ponytail | 3 | 42 | 1,501 |
| Baseline, then /simplify | 4 | 170 | 5,980 |
Ponytail: the question comes before the code
The "lazy senior developer" as a skill
Ponytail on GitHub · a skill for Claude Code, Codex, Cursor, Gemini CLI, and others
Ponytail was tested in detail in the previous post. In short: a skill file with a checklist an agent runs through before writing: does the function already exist, does a standard function cover it, is it even needed at all. The checklist intervenes in the design before a single line of code exists.
On the sorting task, Ponytail landed on rung 4 ("a native platform feature
is enough") combined with rung 2 ("does this already exist in the repository"): a native
<select> instead of a dropdown library, and the comparator for sorting was
aligned with the file's existing Array.sort pattern instead of being reinvented.
Result: 42 lines instead of 173, no new store, no new component, no new dependency.
The baseline variant without the checklist, by contrast, had additionally built a complete second, parallel view: a flat list across all of the garden's plants for the new sort modes, with its own markup, its own CSS classes, and its own test. Functionally correct, just more than the ticket called for, and this exact build is what the Ponytail checklist prevented, by keeping the existing grouped layout and only changing the sort order within the groups.
The test that was skipped for the parallel view is not a benefit in itself. The sort feature has three new, externally visible cases; they still need tests. In this case I would extend the existing test to cover name, planting date, and location, rather than cutting test effort across the board.
/simplify: the question comes after the code
Review command for the existing diff
Built-in Claude Code skill · /simplify
/simplify takes the changed code as it sits in the working directory and
checks it along four axes: reuse, simplification, efficiency, and "altitude" (whether the
chosen structure fits the task). Unlike Ponytail, /simplify is not
automatically loaded on every coding task, but invoked deliberately, usually against a
finished diff or pull request.
Important for understanding it: /simplify does not look for bugs, that's what
/code-review is for. It's exclusively about quality within what has already
been built.
Measured again: same diff, one pass afterward
To compare the two tools fairly, I did not take two independent implementations, but the
same starting diff: the 173-line baseline variant without Ponytail, applied in a second
worktree and worked on there with /simplify.
/simplify found four real issues:
- Duplicate sort logic: two nearly identical
.sort()branches with the same fallback could be merged into one comparator. - Linear search per row: mapping bed to name ran through
Array.findfor every rendered plant instead of a prepared map. - Duplicate CSS: a new row class carried over rules from an already existing class almost unchanged.
- The biggest finding, but not applied: the new list was a complete second render path with duplicated markup instead of a shared component with optional columns. The skill named this but deliberately did not apply it, reasoning that it was a structural rework outside the scope of a pure simplify pass.
| Result | Before /simplify | After /simplify | Difference |
|---|---|---|---|
| Lines of code | 173 | 170 | −1.7% |
| Characters (new code) | 6,072 | 5,980 | −1.5% |
| Files affected | 4 | 1 (Sidebar.vue only) | – |
Three fixes were applied, and the line count barely dropped. That's how /simplify
works: it makes existing code better solved, without asking whether that code should have
been built at all. It noticeably does not ask that exact question at the skipped altitude
finding. A review command that unilaterally cut feature scope would be the bigger risk on a
real pull request, so the restraint there makes sense.
The cost: a real review pass instead of a text snippet
Ponytail's cost is predictable: a fixed number of tokens on every call. /simplify
costs differently: it triggers a full, multi-part review of the diff, in my run across four
separate categories. That's not a fixed text block in context, but its own work step with its
own token usage, roughly on the order of a full additional pass over the same task. In return,
that cost only occurs when deliberately triggered, not automatically on every coding task.
Direct comparison
| Ponytail | /simplify | |
|---|---|---|
| Intervenes when | Before writing | After writing, on the diff |
| Asks the question | Do I even need this? | Is what I built clean? |
| Changes feature scope | Yes, actively | No, deliberately not |
| Cost model | Fixed surcharge per call | Full review pass |
| Triggered | Automatically on coding tasks | Deliberately via command |
| Risk | Surcharge with no benefit on precise tickets | Finds structural issues but doesn't fix them |
| In this measurement | −75.7% lines, net negative | −1.7% lines, three real fixes |
Which tool, when
New feature, openly worded ticket
Try Ponytail first. The effect is largest when the naive solution would otherwise build more than requested.
Precisely scoped ticket
Consider leaving Ponytail out, or deliberately test whether it helps here. The checklist can be pure overhead on exact requirements, as the measurement above shows.
Before a merge, or on code that was written without Ponytail
Apply /simplify to the finished diff. It finds redundancy and
inefficiency regardless of how the code came to be.
The two tools don't compete, they answer different questions. Ponytail saves the most where
an agent would otherwise build too much. /simplify improves what has already
been built, but doesn't change whether it should have been built. A team using both gets
less unnecessary code and cleaner necessary code, but neither tool replaces the question that
should stand at the start of a ticket: what is actually needed here.
Which skills for your team?
I set up Claude Code in development teams, including hooks, skills, and the question of which tasks should even go to an agent in the first place. 30-minute intro call, free of charge.